1<!DOCTYPE html> 2<html lang="en" dir="ltr" prefix="og: https://ogp.me/ns#"> 3 <head> 4 <meta charset="utf-8" /> 5<noscript><style>form.antibot > * { display: none !important; } form.antibot noscript { display: block !important; }</style> 6</noscript>
vendor: 63 bytes, line 6
6<script async src="https://www.googletagmanager.com/gtag/js?id=
6UA-38309929-1
vendor: 12 bytes, line 6
6"></script>
7<script>window.dataLayer = window.dataLayer || [];function gtag(){dataLayer.push(arguments)};gtag("js", new Date());gtag("set", "developer_id.dMDhkMT", true);gtag("config", "UA-38309929-1", {"groups":"default","anonymize_ip":true,"page_placeholder":"PLACEHOLDER_page_path"});gtag("config", "G-BEW2TB5Q3G", {"groups":"default","page_placeholder":"PLACEHOLDER_page_location"});</script>
7 8<link rel="canonical" href="https://www.constellationr.com/research/blog" /> 9<link rel="icon" href="/themes/custom/constellationr/assets/img/favicon/favicon.ico" /> 10<link rel="icon" sizes="16x16" href="/themes/custom/constellationr/assets/img/favicon/favicon.ico" /> 11<link rel="icon" sizes="96x96" href="/themes/custom/constellationr/assets/img/favicon/favicon-96x96.png" /> 12<link rel="icon" sizes="192x192" href="/themes/custom/constellationr/assets/img/favicon/web-app-manifest-192x192.png" /> 13<link rel="apple-touch-icon" sizes="180x180" href="/themes/custom/constellationr/assets/img/favicon/apple-touch-icon.png" /> 14<meta name="Generator" content="Drupal 11 (https://www.drupal.org); Commerce 3" /> 15<meta name="MobileOptimized" content="width" /> 16<meta name="HandheldFriendly" content="true" /> 17<meta name="viewport" content="width=device-width, initial-scale=1.0" /> 18 19 <title>Research Analyst Blog - Page: 1 | Constellation Research</title> 20 <link rel="stylesheet" media="all" href="/sites/default/files/css/css_LOo6c-maYleU9ZYs8ZMtllt8Z-X0m3JAAIpAG5qAKcc.css?delta=0&language=en&theme=constellationr&include=eJxljlFuAyEMRC-E4EjILJNdFIOR7U2bnr6kkRop-bHsp_HMFLhDM76nGGq-NF6npR0DShy2K2pz0UzbJlqbjPS_xYvKcIz6UilsyrB2Q3YqjPQOcm02me5hW9TBTL6cNO0s5REnijREO3H7QejLltKzU9xoPrRhktKuNA9LVc9JHF8knmOehZsdqMGcdD1em2c_0JEKGT5phxntsGD31ag_VbeGL0t_M3apJ-MXBjt2Ag" /> 21<link rel="stylesheet" media="all" href="/sites/default/files/css/css_In1bRoBdIIexdaXu2fQrrSjW0TLdxsSRqddjm5Wy2Ds.css?delta=1&language=en&theme=constellationr&include=eJxljlFuAyEMRC-E4EjILJNdFIOR7U2bnr6kkRop-bHsp_HMFLhDM76nGGq-NF6npR0DShy2K2pz0UzbJlqbjPS_xYvKcIz6UilsyrB2Q3YqjPQOcm02me5hW9TBTL6cNO0s5REnijREO3H7QejLltKzU9xoPrRhktKuNA9LVc9JHF8knmOehZsdqMGcdD1em2c_0JEKGT5phxntsGD31ag_VbeGL0t_M3apJ-MXBjt2Ag" /> 22<link rel="stylesheet" media="all" href="https://cdn.jsdelivr.net/npm/swiper@12/swiper-bundle.min.css" /> 23<link rel="stylesheet" media="all" href="/sites/default/files/css/css_IDr36-FVCuY3Hb_rIyLpZHoDE5dF5AM0JO_3MbGpl_c.css?delta=3&language=en&theme=constellationr&include=eJxljlFuAyEMRC-E4EjILJNdFIOR7U2bnr6kkRop-bHsp_HMFLhDM76nGGq-NF6npR0DShy2K2pz0UzbJlqbjPS_xYvKcIz6UilsyrB2Q3YqjPQOcm02me5hW9TBTL6cNO0s5REnijREO3H7QejLltKzU9xoPrRhktKuNA9LVc9JHF8knmOehZsdqMGcdD1em2c_0JEKGT5phxntsGD31ag_VbeGL0t_M3apJ-MXBjt2Ag" /> 24 25 26 27
27<script type="text/javascript"> 28 (function(c,l,a,r,i,t,y){ 29 c[a]=c[a]||function(){(c[a].q=c[a].q||[]).push(arguments)}; 30 t=l.createElement(r);t.async=1;t.src="https://www.clarity.ms/tag/"+i; 31 y=l.getElementsByTagName(r)[0];y.parentNode.insertBefore(t,y); 32 })(window, document, "clarity", "script", "v8baqjv9px"); 33 </script>
33 34 35 </head> 36 <body class="path-research"> 37 <a href="#main-content" class="visually-hidden focusable skip-link"> 38 Skip to main content 39 </a> 40 41 <div class="dialog-off-canvas-main-canvas" data-off-canvas-main-canvas> 42 43<div class="layout-container"> 44 45 <header class="page-header" role="banner"> 46 47 <div class="page-header-content"> 48 <div class="flex page-header-content-inner" id="desktop-menu-system-header"> 49 <div class="page-header-logo"><a href="/"><img src="/themes/custom/constellationr/assets/img/site-header-logo.svg" alt="Constellation Research Site Logo"></a></div> 50 <div class="menu-section"> 51 <div class="top-menu"> 52 <nav> 53 <ul> 54 <li class="contact-link"><a href="/contact-us" class="right-arrow">Contact Us</a></li> 55 <li class="about-link"> 56 <button id="about-menu-trigger" class="about-menu-button">About Constellation</button> 57 58 <ul class="menu about-menu hidden"> 59 <li class="menu-item"> 60 <a href="/about/overview" data-drupal-link-system-path="node/110253">Company Overview</a> 61 </li> 62 <li class="menu-item"> 63 <a href="/about/our-clients" data-drupal-link-system-path="node/110248">Our Clients</a> 64 </li> 65 <li class="menu-item"> 66 <a href="/about/client-services-team" data-drupal-link-system-path="node/110340">Client Services Team</a> 67 </li> 68 <li class="menu-item"> 69 <a href="/about/media-mentions" data-drupal-link-system-path="node/110263">Media Mentions</a> 70 </li> 71 <li class="menu-item"> 72 <a href="/newsroom/press-releases" data-drupal-link-system-path="node/118327">Press Releases</a> 73 </li> 74 <li class="menu-item"> 75 <a href="/about/careers" data-drupal-link-system-path="node/110249">Careers at Constellation</a> 76 </li> 77 <li class="menu-item"> 78 <a href="/contact-us" data-drupal-link-system-path="node/110351">Contact Us</a> 79 </li> 80 <li class="menu-item"> 81 <a href="/about/legal" data-drupal-link-system-path="node/110250">Legal Terms</a> 82 </li> 83 </ul> 84 85 86 87 </li> 88 <li class="login-link"><a href="/user">Login</a></li> 89 <li class="join-link"> 90 <a href="/join" class="btn btn3"> 91 <div class="flex"> 92 <div class="title right-arrow">Join</div> 93 </div> 94 </a> 95 </li> 96 </ul> 97 </nav> 98 </div> 99 <div class="bottom-menu"> 100 <div class="region region-megamenu-titles"> 101 102<div id="block-constellationr-megamenu" class="block block-block-content block-block-content641731d7-c0d6-47ac-96d1-3b47d98844e0 mega-menu-triggers"> 103 <nav> 104 <ul> 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121<li><a href="/research" class="mega-menu-trigger" id="mega-menu-target-57">Research</a></li> 122 123 124<li><a href="/services" class="mega-menu-trigger" id="mega-menu-target-65">Analyst Services</a></li> 125 126 127<li><a href="/videos" class="mega-menu-trigger" id="mega-menu-target-74">Videos</a></li> 128 129 130<li><a href="/communities" class="mega-menu-trigger" id="mega-menu-target-82">Communities</a></li> 131 132 133<li><a href="/events" class="mega-menu-trigger" id="mega-menu-target-91">Events</a></li> 134 135 136<li><a href="/insights" class="mega-menu-trigger" id="mega-menu-target-99">Insights</a></li> 137 138 139 140 <li class="search-menu-item"><a href="#" class="search-trigger">Search</a></li> 141 </ul> 142 </nav> 143 </div> 144 145 </div> 146 147 </div> 148 </div> 149 </div> 150 <div id="mobile-menu-system-header" class="mobile-page-header-content-inner flex"> 151 <div class="mobile-logo"><a href="/"><img src="/themes/custom/constellationr/assets/img/icons/small-logo-circles.svg" alt="Constellation Research Site Logo"></a></div> 152 <div class="mobile-menu-top"> 153 <div class="mobile-search-icon"><a href="/search"><img src="/themes/custom/constellationr/assets/img/icons/orange-search-sm.svg" alt="Search Icon"></a></div> 154 <div class="mobile-menu-trigger"><button class="mobile-menu-hamburger"><img src="/themes/custom/constellationr/assets/img/icons/hamburger-menu
154-icon.svg"></div> 155 </div> 156 </div> 157 <div class="mobile-menu-system-items hidden"> 158 <nav> 159 160 <ul class="mobile-menu-top-level"> 161 <li class="about-link"> 162 <button id="about-menu-trigger" class="about-menu-button">About Constellation</button> 163 164 <ul class="menu about-menu hidden"> 165 <li class="menu-item"> 166 <a href="/about/overview" data-drupal-link-system-path="node/110253">Company Overview</a> 167 </li> 168 <li class="menu-item"> 169 <a href="/about/our-clients" data-drupal-link-system-path="node/110248">Our Clients</a> 170 </li> 171 <li class="menu-item"> 172 <a href="/about/client-services-team" data-drupal-link-system-path="node/110340">Client Services Team</a> 173 </li> 174 <li class="menu-item"> 175 <a href="/about/media-mentions" data-drupal-link-system-path="node/110263">Media Mentions</a> 176 </li> 177 <li class="menu-item"> 178 <a href="/newsroom/press-releases" data-drupal-link-system-path="node/118327">Press Releases</a> 179 </li> 180 <li class="menu-item"> 181 <a href="/about/careers" data-drupal-link-system-path="node/110249">Careers at Constellation</a> 182 </li> 183 <li class="menu-item"> 184 <a href="/contact-us" data-drupal-link-system-path="node/110351">Contact Us</a> 185 </li> 186 <li class="menu-item"> 187 <a href="/about/legal" data-drupal-link-system-path="node/110250">Legal Terms</a> 188 </li> 189 </ul> 190 191 192 193 </li> 194 <li class="login-link"><a href="/user">Login</a></li> 195 <li class="join-link"> 196 <a href="/join" class="btn btn3"> 197 <div class="flex"> 198 <div class="title right-arrow">Join</div> 199 </div> 200 </a> 201 </li> 202 </ul> 203 204 205<div id="block-constellationr-megamenu-3" class="block block-block-content block-block-content641731d7-c0d6-47ac-96d1-3b47d98844e0 mobile-mega-menu-items-block"> 206 <ul class="mobile-mega-menu-dropdown-items"> 207 <li class="mobile-mega-menu-dropdown-item"><a href="/research">Research</a> 208 <div class="mega-menu-mobile-item-content"> 209 <ul class="mega-menu-mobile-item-content-links"> 210<li class="link-item"> 211 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/book-open-01.svg" alt=""></div> 212 <div class="link-item-url"><a href="/research/library">Full Library</a></div> 213</li> 214 215 216<li class="link-item"> 217 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/edit-white.svg" alt=""></div> 218 <div class="link-item-url"><a href="/research/blog">Analyst Blog</a></div> 219</li> 220 221 222<li class="link-item"> 223 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/users-01.svg" alt=""></div> 224 <div class="link-item-url"><a href="/research/analysts">Analysts</a></div> 225</li> 226 227 228<li class="link-item"> 229 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/03/book-open-01.svg" alt=""></div> 230 <div class="link-item-url"><a href="/the-board">The Board</a></div> 231</li> 232 233 234<li class="link-item"> 235 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/01/file-search-02.svg" alt=""></div> 236 <div class="link-item-url"><a href="/research/shortlist-overview">ShortLists</a></div> 237</li> 238 239 240<li class="link-item"> 241 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/folder.svg" alt=""></div> 242 <div class="link-item-url"><a href="/research/themes">Business Themes</a></div> 243</li> 244 245 246<li class="link-item"> 247 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/layout-alt-02.svg" alt=""></div> 248 <div class="link-item-url"><a href="/research/agenda">Research Agenda</a></div> 249</li> 250 251 252<li class="link-item"> 253 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/05/book-open-01.svg" alt=""></div> 254 <div class="link-item-url"><a href="/research/library/orbits-series">Orbits Series</a></div> 255</li> 256 257 258<li class="link-item"> 259 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/shield-tick.svg" alt=""></div> 260 <div class="link-item-url"><a href="/research/policies">Research & Citation Policies</a></div> 261</li> 262 263</ul> 264 <div class="mega-menu-mobile-item-content-sidebar"> 265 <h4> Recommendations for You 266</h4> 267 <div class="mega-menu-mobile-item-content-sidebar-links"> 268 <div class="menu-sidebar-item"> 269 <a href="/research/blog">Analyst Blog</a> 270 <p>Get updates about industry trends, events and research.</p> 271 </div> 272 273 274 <div class="menu-sidebar-item"> 275 <a href="/research/contributors">Meet Our Analysts</a> 276 <p>Connect with our subject matter experts.</p> 277 </div> 278 279</div> 280 </div> 281 </div> 282 </li> 283 284 <li class="mobile-mega-menu-dropdown-item"><a href="/services">Analyst Services</a> 285 <div class="mega-menu-mobile-item-content"> 286 <ul class="mega-menu-mobile-item-content-links"> 287<li class="link-item"> 288 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/file-search-02.svg" alt=""></div> 289 <div class="link-item-url"><a href="/services/custom-research">Custom Research</a></div> 290</li> 291 292 293<li class="link-item"> 294 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/cpu-chip-01.svg" alt=""></div> 295 <div class="link-item-url"><a href="/services/technology-acquisition">Technology Acquisition</a></div> 296</li> 297 298 299<li class="link-item"> 300 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/message-square-01.svg" alt=""></div> 301 <div class="link-item-url"><a href="/services/analyst-inquiries">Analyst Inquiries</a></div> 302</li> 303 304 305<li class="link-item"> 306 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/microphone-01.svg" alt=""></div> 307 <div class="link-item-url"><a href="/services/speaking-workshops">Speaking and Workshops</a></div> 308</li> 309 310 311<li class="link-item"> 312 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/01/users-01.svg" alt=""></div> 313 <div class="link-item-url"><a href="/services/provider-advisory">Provider Advisory Services</a></div> 314</li> 315 316 317<li class="link-item"> 318 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/01/users-01_0.svg" alt=""></div> 319 <div class="link-item-url"><a href="/services/enterprise-advisory">Enterprise Advisory Services</a></div> 320</li> 321 322 323<li class="link-item"> 324 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/03/users-01.svg" alt=""></div> 325 <div class="link-item-url"><a href="/the-board">Board Advisory</a></div> 326</li> 327 328</ul> 329 <div class="mega-menu-mobile-item-content-sidebar"> 330 <h4> Recommendations for You 331</h4> 332 <div class="mega-menu-mobile-item-content-sidebar-links"> 333 <div class="menu-sidebar-item"> 334 <a href="/contact-us">Book an Inquiry</a> 335 <p>Schedule time with one of our analysts.</p> 336 </div> 337 338 339 <div class="menu-sidebar-item"> 340 <a href="/services">Advisory Services</a> 341 <p>Ongoing guidance for your organization.</p> 342 </div> 343 344</div> 345 </div> 346 </div> 347 </li> 348 349 <li class="mobile-mega-menu-dropdown-item"><a href="/videos">Videos</a> 350 <div class="mega-menu-mobile-item-content"> 351 <ul class="mega-menu-mobile-item-content-links"> 352<li class="link-item"> 353 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/play-square.svg" alt=""></div> 354 <div class="link-item-url"><a href="/video/channel/disruptv">DisrupTV</a></div> 355</li> 356 357 358<li class="link-item"> 359 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/play-square_1.svg" alt=""></div> 360 <div class="link-item-url"><a href="/video/channel/constellationtv">ConstellationTV</a></div> 361</li> 362 363 364<li class="link-item"> 365 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/play-square_2.svg" alt=""></div> 366 <div class="link-item-url"><a href="/videos/all?series%5B100156%5D=100156">Shortlist Spotlights</a></div> 367</li> 368 369 370<li class="link-item"> 371 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/play-square_4.svg" alt=""></div> 372 <div class="link-item-url"><a href="/insights/video?series%5B100026%5D=100026">Insights Video</a></div> 373</li> 374 375 376<li class="link-item"> 377 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/01/play-square.svg" alt=""></div> 378 <div class="link-item-url"><a href="/videos/all?series%5B100155%5D=100155">CR Conversations</a></div> 379</li> 380 381</ul> 382 <div class="mega-menu-mobile-item-content-sidebar"> 383 <h4> Recommendations for You 384</h4> 385 <div class="mega-menu-mobile-item-content-sidebar-links"> 386 <div class="menu-sidebar-item"> 387 <a href="/video/channel/disruptv/episodes">Watch the latest episode of DisrupTV</a> 388 <p>Stay ahead with fresh takes on tech, leadership, and innovation</p> 389 </div> 390 391 392 <div class="menu-sidebar-item"> 393 <a href="/video/channel/constellationtv">Watch the latest episode of CRTV</a> 394 <p>Catch the latest hot take from Constellation analysts.</p> 395 </div> 396 397</div> 398 </div> 399 </div> 400 </li> 401 402 <li class="mobile-mega-menu-dropdown-item"><a href="/communities">Communities</a> 403 <div class="mega-menu-mobile-item-content"> 404 <ul class="mega-menu-mobile-item-content-links"> 405<li class="link-item"> 406 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/award-03.svg" alt=""></div> 407 <div class="link-item-url"><a href="/communities/business-transformation-150">Business Transformation 150</a></div> 408</li> 409 410 411<li class="link-item"> 412 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/flag-white.svg" alt=""></div> 413 <div class="link-item-url"><a href="/communities/ambient-experience-100">Ambient Experience 100</a></div> 414</li> 415 416 417<li class="link-item"> 418 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/award-ribbon-white.svg" alt=""></div> 419 <div class="link-item-url"><a href="/communities/supernova-awards-2026">SuperNova Awards</a></div> 420</li> 421 422 423<li class="link-item"> 424 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/server-white.svg" alt=""></div> 425 <div class="link-item-url"><a href="/communities/artificial-intelligence-150">Artificial Intelligence 150</a></div> 426</li> 427 428 429<li class="link-item"> 430 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/globe-white.svg" alt=""></div> 431 <div class="link-item-url"><a href="/communities/sustainability50">Sustainability 50</a></div> 432</li> 433 434 435<li class="link-item"> 436 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/01/award-ribbon-white.svg" alt=""></div> 437 <div class="link-item-url"><a href="/communities/ai-first-service-firms">AI-First Service Firms</a></div> 438</li> 439 440</ul> 441 <div class="mega-menu-mobile-item-content-sidebar"> 442 <h4> Recommendations for You 443</h4> 444 <div class="mega-menu-mobile-item-content-sidebar-links"> 445 <div class="menu-sidebar-item"> 446 <a href="/join#no-back">Become a Member</a> 447 <p>Join the Constellation community and access our comprehensive collection of research and analysis.</p> 448 </div> 449 450 451 <div class="menu-sidebar-item"> 452 <a href="/communities/business-transformation-150/nominate">BT150 Nomination Form</a> 453 <p>Know someone driving meaningful change? Nominate them for the upcoming BT150 and showcase their impact on a global stage.</p> 454 </div> 455 456</div> 457 </div> 458 </div> 459 </li> 460 461 <li class="mobile-mega-menu-dropdown-item"><a href="/events">Events</a> 462 <div class="mega-menu-mobile-item-content"> 463 <ul class="mega-menu-mobile-item-content-links"> 464<li class="link-item"> 465 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/calendar.svg" alt=""></div> 466 <div class="link-item-url"><a href="/event/2026/constellations-connected-enterprise-2026">Constellationâs Connected Enterprise</a></div> 467</li> 468 469 470<li class="link-item"> 471 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/calendar.svg" alt=""></div> 472 <div class="link-item-url"><a href="/event/2026/analyst-relations-experience-2026">Analyst Relations Experience</a></div> 473</li> 474 475 476<li class="link-item"> 477 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/calendar.svg" alt=""></div> 478 <div class="link-item-url"><a href="/event/2026/constellations-ai-forum-september-2026">AI Forum</a></div> 479</li> 480 481 482<li class="link-item"> 483 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/calendar.svg" alt=""></div> 484 <div class="link-item-url"><a href="/event/2025/ambient-experience-summit-2025">Ambient Experience Summit</a></div> 485</li> 486 487 488<li class="link-item"> 489 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/03/calendar.svg" alt=""></div> 490 <div class="link-item-url"><a href="/event/2026/constellations-futures-forum-2026">Constellation's Futures Forum</a></div> 491</li> 492 493 494<li class="link-item"> 495 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/calendar.svg" alt=""></div> 496 <div class="link-item-url"><a href="/event/2027/healthcare-transformation-summit-2027">Healthcare Transformation Summit</a></div> 497</li> 498 499</ul> 500 <div class="mega-menu-mobile-item-content-sidebar"> 501 <h4> Recommendations for You 502</h4> 503 <div class="mega-menu-mobile-item-content-sidebar-links"> 504 <div class="menu-sidebar-item"> 505 <a href="/event/2026/constellations-ai-forum-march-2026">AI Forum Registration</a> 506 <p>Secure your spot at AIF on March 19, 2026.</p> 507 </div> 508 509 510 <div class="menu-sidebar-item"> 511 <a href="/events/external">Industry Events</a> 512 <p>See where our analysts are headed next.</p> 513 </div> 514 515</div> 516 </div> 517 </div> 518 </li> 519 520 <li class="mobile-mega-menu-dropdown-item"><a href="/insights">Insights</a> 521 <div class="mega-menu-mobile-item-content"> 522 <ul class="mega-menu-mobile-item-content-links"> 523<li class="link-item"> 524 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/layout-alt-02_0.svg" alt=""></div> 525 <div class="link-item-url"><a href="/insights/news">Insights News</a></div> 526</li> 527 528 529<li class="link-item"> 530 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/book-closed.svg" alt=""></div> 531 <div class="link-item-url"><a href="/insights/live">Notebook</a></div> 532</li> 533 534 535<li class="link-item"> 536 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/book-open-01_0.svg" alt=""></div> 537 <div class="link-item-url">
537<a href="/research/library?keyword=&research_type%5B100244%5D=100244&author=Larry%20Dignan%20%2825646%29">Customer Stories</a></div> 538</li> 539 540 541<li class="link-item"> 542 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/play-square_5.svg" alt=""></div> 543 <div class="link-item-url"><a href="/insights/video">Insights Video</a></div> 544</li> 545 546 547<li class="link-item"> 548 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/09/edit-white.svg" alt=""></div> 549 <div class="link-item-url"><a href="/insights/newsletter-archive">Newsletter Archive</a></div> 550</li> 551 552</ul> 553 <div class="mega-menu-mobile-item-content-sidebar"> 554 <h4> Recommendations for You 555</h4> 556 <div class="mega-menu-mobile-item-content-sidebar-links"> 557 <div class="menu-sidebar-item"> 558 <a href="/insights/news">Insights News</a> 559 <p>Stay ahead of enterprise news with Larry Dignan.</p> 560 </div> 561 562 563 <div class="menu-sidebar-item"> 564 <a href="/insights/customer-stories">Customer Stories</a> 565 <p>These enterprises are making big waves with technology use cases.</p> 566 </div> 567 568</div> 569 </div> 570 </div> 571 </li> 572 573 574 </ul> 575 </div> 576 577 578 </nav> 579 </div> 580</div> 581 582 583 584 585<div id="block-constellationr-megamenu-2" class="block block-block-content block-block-content641731d7-c0d6-47ac-96d1-3b47d98844e0 mega-menu-dropdowns"> 586 <div class="menu-content"> 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 <div class="mega-menu-dropdown-item hidden" id="mega-menu-target-57"> 605 <div class="flex"> 606 <div class="menu-items"> 607 <h4>Research</h4> 608 <ul class="mega-menu-links"> 609<li class="link-item"> 610 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/book-open-01.svg" alt=""></div> 611 <div class="link-item-url"><a href="/research/library">Full Library</a></div> 612</li> 613 614 615<li class="link-item"> 616 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/edit-white.svg" alt=""></div> 617 <div class="link-item-url"><a href="/research/blog">Analyst Blog</a></div> 618</li> 619 620 621<li class="link-item"> 622 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/users-01.svg" alt=""></div> 623 <div class="link-item-url"><a href="/research/analysts">Analysts</a></div> 624</li> 625 626 627<li class="link-item"> 628 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/03/book-open-01.svg" alt=""></div> 629 <div class="link-item-url"><a href="/the-board">The Board</a></div> 630</li> 631 632 633<li class="link-item"> 634 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/01/file-search-02.svg" alt=""></div> 635 <div class="link-item-url"><a href="/research/shortlist-overview">ShortLists</a></div> 636</li> 637 638 639<li class="link-item"> 640 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/folder.svg" alt=""></div> 641 <div class="link-item-url"><a href="/research/themes">Business Themes</a></div> 642</li> 643 644 645<li class="link-item"> 646 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/layout-alt-02.svg" alt=""></div> 647 <div class="link-item-url"><a href="/research/agenda">Research Agenda</a></div> 648</li> 649 650 651<li class="link-item"> 652 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/05/book-open-01.svg" alt=""></div> 653 <div class="link-item-url"><a href="/research/library/orbits-series">Orbits Series</a></div> 654</li> 655 656 657<li class="link-item"> 658 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/shield-tick.svg" alt=""></div> 659 <div class="link-item-url"><a href="/research/policies">Research & Citation Policies</a></div> 660</li> 661 662</ul> 663 </div> 664 <div class="menu-sidebar"> 665 <h4>Recommendations for You</h4> 666 <div class="menu-sidebar-links"> 667 668 <div class="menu-sidebar-item"> 669 <a href="/research/blog">Analyst Blog</a> 670 <p>Get updates about industry trends, events and research.</p> 671 </div> 672 673 674 <div class="menu-sidebar-item"> 675 <a href="/research/contributors">Meet Our Analysts</a> 676 <p>Connect with our subject matter experts.</p> 677 </div> 678 679 680 </div> 681 </div> 682 </div> 683 </div> 684 685 686 687 688 <div class="mega-menu-dropdown-item hidden" id="mega-menu-target-65"> 689 <div class="flex"> 690 <div class="menu-items"> 691 <h4>Available Services</h4> 692 <ul class="mega-menu-links"> 693<li class="link-item"> 694 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/file-search-02.svg" alt=""></div> 695 <div class="link-item-url"><a href="/services/custom-research">Custom Research</a></div> 696</li> 697 698 699<li class="link-item"> 700 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/cpu-chip-01.svg" alt=""></div> 701 <div class="link-item-url"><a href="/services/technology-acquisition">Technology Acquisition</a></div> 702</li> 703 704 705<li class="link-item"> 706 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/message-square-01.svg" alt=""></div> 707 <div class="link-item-url"><a href="/services/analyst-inquiries">Analyst Inquiries</a></div> 708</li> 709 710 711<li class="link-item"> 712 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/microphone-01.svg" alt=""></div> 713 <div class="link-item-url"><a href="/services/speaking-workshops">Speaking and Workshops</a></div> 714</li> 715 716 717<li class="link-item"> 718 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/01/users-01.svg" alt=""></div> 719 <div class="link-item-url"><a href="/services/provider-advisory">Provider Advisory Services</a></div> 720</li> 721 722 723<li class="link-item"> 724 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/01/users-01_0.svg" alt=""></div> 725 <div class="link-item-url"><a href="/services/enterprise-advisory">Enterprise Advisory Services</a></div> 726</li> 727 728 729<li class="link-item"> 730 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/03/users-01.svg" alt=""></div> 731 <div class="link-item-url"><a href="/the-board">Board Advisory</a></div> 732</li> 733 734</ul> 735 </div> 736 <div class="menu-sidebar"> 737 <h4>Recommendations for You</h4> 738 <div class="menu-sidebar-links"> 739 740 <div class="menu-sidebar-item"> 741 <a href="/contact-us">Book an Inquiry</a> 742 <p>Schedule time with one of our analysts.</p> 743 </div> 744 745 746 <div class="menu-sidebar-item"> 747 <a href="/services">Advisory Services</a> 748 <p>Ongoing guidance for your organization.</p> 749 </div> 750 751 752 </div> 753 </div> 754 </div> 755 </div> 756 757 758 759 760 <div class="mega-menu-dropdown-item hidden" id="mega-menu-target-74"> 761 <div class="flex"> 762 <div class="menu-items"> 763 <h4>Videos</h4> 764 <ul class="mega-menu-links"> 765<li class="link-item"> 766 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/play-square.svg" alt=""></div> 767 <div class="link-item-url"><a href="/video/channel/disruptv">DisrupTV</a></div> 768</li> 769 770 771<li class="link-item"> 772 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/play-square_1.svg" alt=""></div> 773 <div class="link-item-url"><a href="/video/channel/constellationtv">ConstellationTV</a></div> 774</li> 775 776 777<li class="link-item"> 778 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/play-square_2.svg" alt=""></div> 779 <div class="link-item-url"><a href="/videos/all?series%5B100156%5D=100156">Shortlist Spotlights</a></div> 780</li> 781 782 783<li class="link-item"> 784 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/play-square_4.svg" alt=""></div> 785 <div class="link-item-url"><a href="/insights/video?series%5B100026%5D=100026">Insights Video</a></div> 786</li> 787 788 789<li class="link-item"> 790 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/01/play-square.svg" alt=""></div> 791 <div class="link-item-url"><a href="/videos/all?series%5B100155%5D=100155">CR Conversations</a></div> 792</li> 793 794</ul> 795 </div> 796 <div class="menu-sidebar"> 797 <h4>Recommendations for You</h4> 798 <div class="menu-sidebar-links"> 799 800 <div class="menu-sidebar-item"> 801 <a href="/video/channel/disruptv/episodes">Watch the latest episode of DisrupTV</a> 802 <p>Stay ahead with fresh takes on tech, leadership, and innovation</p> 803 </div> 804 805 806 <div class="menu-sidebar-item"> 807 <a href="/video/channel/constellationtv">Watch the latest episode of CRTV</a> 808 <p>Catch the latest hot take from Constellation analysts.</p> 809 </div> 810 811 812 </div> 813 </div> 814 </div> 815 </div> 816 817 818 819 820 <div class="mega-menu-dropdown-item hidden" id="mega-menu-target-82"> 821 <div class="flex"> 822 <div class="menu-items"> 823 <h4>Our Communities</h4> 824 <ul class="mega-menu-links"> 825<li class="link-item"> 826 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/award-03.svg" alt=""></div> 827 <div class="link-item-url"><a href="/communities/business-transformation-150">Business Transformation 150</a></div> 828</li> 829 830 831<li class="link-item"> 832 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/flag-white.svg" alt=""></div> 833 <div class="link-item-url"><a href="/communities/ambient-experience-100">Ambient Experience 100</a></div> 834</li> 835 836 837<li class="link-item"> 838 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/award-ribbon-white.svg" alt=""></div> 839 <div class="link-item-url"><a href="/communities/supernova-awards-2026">SuperNova Awards</a></div> 840</li> 841 842 843<li class="link-item"> 844 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/server-white.svg" alt=""></div> 845 <div class="link-item-url"><a href="/communities/artificial-intelligence-150">Artificial Intelligence 150</a></div> 846</li> 847 848 849<li class="link-item"> 850 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/globe-white.svg" alt=""></div> 851 <div class="link-item-url"><a href="/communities/sustainability50">Sustainability 50</a></div> 852</li> 853 854 855<li class="link-item"> 856 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/01/award-ribbon-white.svg" alt=""></div> 857 <div class="link-item-url"><a href="/communities/ai-first-service-firms">AI-First Service Firms</a></div> 858</li> 859 860</ul> 861 </div> 862 <div class="menu-sidebar"> 863 <h4>Recommendations for You</h4> 864 <div class="menu-sidebar-links"> 865 866 <div class="menu-sidebar-item"> 867 <a href="/join#no-back">Become a Member</a> 868 <p>Join the Constellation community and access our comprehensive collection of research and analysis.</p> 869 </div> 870 871 872 <div class="menu-sidebar-item"> 873 <a href="/communities/business-transformation-150/nominate">BT150 Nomination Form</a> 874 <p>Know someone driving meaningful change? Nominate them for the upcoming BT150 and showcase their impact on a global stage.</p> 875 </div> 876 877 878 </div> 879 </div> 880 </div> 881 </div> 882 883 884 885 886 <div class="mega-menu-dropdown-item hidden" id="mega-menu-target-91"> 887 <div class="flex"> 888 <div class="menu-items"> 889 <h4>Events</h4> 890 <ul class="mega-menu-links"> 891<li class="link-item"> 892 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/calendar.svg" alt=""></div> 893 <div class="link-item-url"><a href="/event/2026/constellations-connected-enterprise-2026">Constellationâs Connected Enterprise</a></div> 894</li> 895 896 897<li class="link-item"> 898 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/calendar.svg" alt=""></div> 899 <div class="link-item-url"><a href="/event/2026/analyst-relations-experience-2026">Analyst Relations Experience</a></div> 900</li> 901 902 903<li class="link-item"> 904 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/calendar.svg" alt=""></div> 905 <div class="link-item-url"><a href="/event/2026/constellations-ai-forum-september-2026">AI Forum</a></div> 906</li> 907 908 909<li class="link-item"> 910 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/calendar.svg" alt=""></div> 911 <div class="link-item-url"><a href="/event/2025/ambient-experience-summit-2025">Ambient Experience Summit</a></div> 912</li> 913 914 915<li class="link-item"> 916 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/03/calendar.svg" alt=""></div> 917 <div class="link-item-url"><a href="/event/2026/constellations-futures-forum-2026">Constellation's Futures Forum</a></div> 918</li> 919 920 921<li class="link-item"> 922 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/calendar.svg" alt=""></div> 923 <div class="link-item-url"><a href="/event/2027/healthcare-transformation-summit-2027">Healthcare Transformation Summit</a></div> 924</li> 925 926</ul> 927 </div> 928 <div class="menu-sidebar"> 929 <h4>Recommendations for You</h4> 930 <div class="menu-sidebar-links"> 931 932 <div class="menu-sidebar-item"> 933 <a href="/event/2026/constellations-ai-forum-march-2026">AI Forum Registration</a> 934 <p>Secure your spot at AIF on March 19, 2026.</p> 935 </div> 936 937 938 <div class="menu-sidebar-item"> 939 <a href="/events/external">Industry Events</a> 940 <p>See where our analysts are headed next.</p> 941 </div> 942 943 944 </div> 945 </div> 946 </div> 947 </div> 948 949 950 951 952 <div class="mega-menu-dropdown-item hidden" id="mega-menu-target-99"> 953 <div class="flex"> 954 <div class="menu-items"> 955 <h4>The Latest from Insights Live</h4> 956 <ul class="mega-menu-links"> 957<li class="link-item"> 958 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/layout-alt-02_0.svg" alt=""></div> 959 <div class="link-item-url"><a href="/insights/news">Insights News</a></div> 960</li> 961 962 963<li class="link-item"> 964 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/book-closed.svg" alt=""></div> 965 <div class="link-item-url"><a href="/insights/live">Notebook</a></div> 966</li> 967 968 969<li class="link-item"> 970 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/book-open-01_0.svg" alt=""></div> 971 <div class="link-item-url">
971<a href="/research/library?keyword=&research_type%5B100244%5D=100244&author=Larry%20Dignan%20%2825646%29">Customer Stories</a></div> 972</li> 973 974 975<li class="link-item"> 976 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2025/11/play-square_5.svg" alt=""></div> 977 <div class="link-item-url"><a href="/insights/video">Insights Video</a></div> 978</li> 979 980 981<li class="link-item"> 982 <div class="link-item-icon"><img src="/sites/default/files/mega-menu-link-icon/2026/09/edit-white.svg" alt=""></div> 983 <div class="link-item-url"><a href="/insights/newsletter-archive">Newsletter Archive</a></div> 984</li> 985 986</ul> 987 </div> 988 <div class="menu-sidebar"> 989 <h4>Recommendations for You</h4> 990 <div class="menu-sidebar-links"> 991 992 <div class="menu-sidebar-item"> 993 <a href="/insights/news">Insights News</a> 994 <p>Stay ahead of enterprise news with Larry Dignan.</p> 995 </div> 996 997 998 <div class="menu-sidebar-item"> 999 <a href="/insights/customer-stories">Customer Stories</a> 1000 <p>These enterprises are making big waves with technology use cases.</p> 1001 </div> 1002 1003 1004 </div> 1005 </div> 1006 </div> 1007 </div> 1008 1009 1010 1011 1012 <div class="mega-menu-dropdown-item mega-menu-search hidden" id="mega-menu-search-form"> 1013 <form action="/search"> 1014 <input name="text" placeholder="Search..."><input type="submit" value="Search"> 1015 </form> 1016 </div> 1017 </div> 1018 </div> 1019 1020 1021 1022 1023 </header> 1024 1025 1026 1027 1028 1029 <main role="main"> 1030 <a id="main-content" tabindex="-1"></a> 1031 <div class="layout-content"> 1032 <div class="block block-system block-system-breadcrumb-block"> 1033 1034 1035 <nav class="breadcrumb" role="navigation" aria-labelledby="system-breadcrumb"> 1036 <h2 id="system-breadcrumb" class="visually-hidden">Breadcrumb</h2> 1037 <ol> 1038 <li class="home"><a href="/"><img src="/themes/custom/constellationr/assets/img/icons/gray-home-icon.svg" alt="Home page link"><span class="hidden">Home</span></a></li> 1039 <li> 1040 <a href="/research">Research</a> 1041 </li> 1042 </ol> 1043 </nav> 1044 1045 </div> 1046 1047 <div class="region region-content"> 1048 <div data-drupal-messages-fallback class="hidden"></div> 1049<div class="view view-analyst-blog-landing view-id-analyst_blog_landing view-display-id-page_1 js-view-dom-id-29f4839907dbf25d7b5be46a38a5d6f9078e26b48734136fc42cc020150aee07"> 1050 1051 <div class="view-title"> 1052 <div class="flex container-76"> 1053 <div class="left"> 1054 <h1>Analyst Blog</h1> 1055 <p>Get updates about trends, events, and research.</p> 1056 </div> 1057 <div class="right"> 1058 <div class="join-button"> 1059 <div class="join-button-text"> 1060 <h4>Interested in Membership?</h4> 1061 <span>See if membership is right for you</span> 1062 </div> 1063 1064 <a href="/join" class="btn btn3"> 1065 <div class="flex"> 1066 <div class="title right-arrow">Membership Options</div> 1067 </div> 1068 </a> 1069 1070 </div> 1071 </div> 1072 </div> 1073 </div> 1074 1075 <div class="content-wrapper container-76"> 1076 <div class="flex"> 1077 <div class="sidebar sidebar-left"> 1078 <h4>Filters</h4> 1079 1080 <div class="view-filters desktop"> 1081 <form class="views-exposed-form bef-exposed-form" data-drupal-selector="views-exposed-form-analyst-blog-landing-page-1" action="/research/blog" method="get" id="views-exposed-form-analyst-blog-landing-page-1" accept-charset="UTF-8"> 1082 <div class="form--inline clearfix"> 1083 1084 1085 1086<div class="js-form-item form-item js-form-type-textfield form-type-textfield js-form-item-title form-item-title"> 1087 <label for="edit-title--3">Search the Library</label> 1088 <input placeholder="Search the Library" data-drupal-selector="edit-title" type="text" id="edit-title--3" name="title" value="" size="30" maxlength="128" class="form-text" /> 1089 1090 </div> 1091<details class="form-item js-form-wrapper form-wrapper" data-drupal-selector="edit-theme-collapsible" id="edit-theme-collapsible--3"> <summary role="button" aria-controls="edit-theme-collapsible--3" aria-expanded="false">Business Theme</summary><div class="details-wrapper"> 1092 <div id="edit-theme--3" class="form-checkboxes"><div class="form-checkboxes bef-checkboxes"> 1093 1094 1095 1096<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-100179 form-item-theme-100179"> 1097 <input data-drupal-selector="edit-theme-100179" type="checkbox" id="edit-theme-100179--3" name="theme[100179]" value="100179" class="form-checkbox" /> 1098 1099 <label for="edit-theme-100179--3" class="option">Board Strategy</label> 1100 </div> 1101 1102 1103 1104 1105<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-100003 form-item-theme-100003"> 1106 <input data-drupal-selector="edit-theme-100003" type="checkbox" id="edit-theme-100003--3" name="theme[100003]" value="100003" class="form-checkbox" /> 1107 1108 <label for="edit-theme-100003--3" class="option">Data to Decisions</label> 1109 </div> 1110 1111 1112 1113 1114<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-100178 form-item-theme-100178"> 1115 <input data-drupal-selector="edit-theme-100178" type="checkbox" id="edit-theme-100178--3" name="theme[100178]" value="100178" class="form-checkbox" /> 1116 1117 <label for="edit-theme-100178--3" class="option">Digital Safety, Privacy & Cybersecurity</label> 1118 </div> 1119 1120 1121 1122 1123<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-100000 form-item-theme-100000"> 1124 <input data-drupal-selector="edit-theme-100000" type="checkbox" id="edit-theme-100000--3" name="theme[100000]" value="100000" class="form-checkbox" /> 1125 1126 <label for="edit-theme-100000--3" class="option">Future of Work</label> 1127 </div> 1128 1129 1130 1131 1132<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-100008 form-item-theme-100008"> 1133 <input data-drupal-selector="edit-theme-100008" type="checkbox" id="edit-theme-100008--3" name="theme[100008]" value="100008" class="form-checkbox" /> 1134 1135 <label for="edit-theme-100008--3" class="option">Innovation & Product-led Growth</label> 1136 </div> 1137 1138 1139 1140 1141<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-100076 form-item-theme-100076"> 1142 <input data-drupal-selector="edit-theme-100076" type="checkbox" id="edit-theme-100076--3" name="theme[100076]" value="100076" class="form-checkbox" /> 1143 1144 <label for="edit-theme-100076--3" class="option">Marketing Transformation</label> 1145 </div> 1146 1147 1148 1149 1150<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-100012 form-item-theme-100012"> 1151 <input data-drupal-selector="edit-theme-100012" t
1151ype="checkbox" id="edit-theme-100012--3" name="theme[100012]" value="100012" class="form-checkbox" /> 1152 1153 <label for="edit-theme-100012--3" class="option">Matrix Commerce</label> 1154 </div> 1155 1156 1157 1158 1159<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-100004 form-item-theme-100004"> 1160 <input data-drupal-selector="edit-theme-100004" type="checkbox" id="edit-theme-100004--3" name="theme[100004]" value="100004" class="form-checkbox" /> 1161 1162 <label for="edit-theme-100004--3" class="option">New C-Suite</label> 1163 </div> 1164 1165 1166 1167 1168<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-100005 form-item-theme-100005"> 1169 <input data-drupal-selector="edit-theme-100005" type="checkbox" id="edit-theme-100005--3" name="theme[100005]" value="100005" class="form-checkbox" /> 1170 1171 <label for="edit-theme-100005--3" class="option">Next-Generation Customer Experience</label> 1172 </div> 1173 1174 1175 1176 1177<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-100205 form-item-theme-100205"> 1178 <input data-drupal-selector="edit-theme-100205" type="checkbox" id="edit-theme-100205--3" name="theme[100205]" value="100205" class="form-checkbox" /> 1179 1180 <label for="edit-theme-100205--3" class="option">Revenue & Growth Effectiveness</label> 1181 </div> 1182 1183 1184 1185 1186<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-theme-19518 form-item-theme-19518"> 1187 <input data-drupal-selector="edit-theme-19518" type="checkbox" id="edit-theme-19518--3" name="theme[19518]" value="19518" class="form-checkbox" /> 1188 1189 <label for="edit-theme-19518--3" class="option">Tech Optimization</label> 1190 </div> 1191 1192 </div> 1193</div> 1194</div> 1195</details> 1196<details class="form-item js-form-wrapper form-wrapper" data-drupal-selector="edit-role-collapsible" id="edit-role-collapsible--3"> <summary role="button" aria-controls="edit-role-collapsible--3" aria-expanded="false">Role</summary><div class="details-wrapper"> 1197 <div id="edit-role--3" class="form-checkboxes"><div class="form-checkboxes bef-checkboxes"> 1198 1199 1200 1201<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100032 form-item-role-100032"> 1202 <input data-drupal-selector="edit-role-100032" type="checkbox" id="edit-role-100032--3" name="role[100032]" value="100032" class="form-checkbox" /> 1203 1204 <label for="edit-role-100032--3" class="option">Chief AI Officer</label> 1205 </div> 1206 1207 1208 1209 1210<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100016 form-item-role-100016"> 1211 <input data-drupal-selector="edit-role-100016" type="checkbox" id="edit-role-100016--3" name="role[100016]" value="100016" class="form-checkbox" /> 1212 1213 <label for="edit-role-100016--3" class="option">Chief Analytics Officer</label> 1214 </div> 1215 1216 1217 1218 1219<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100017 form-item-role-100017"> 1220 <input data-drupal-selector="edit-role-100017" type="checkbox" id="edit-role-100017--3" name="role[100017]" value="100017" class="form-checkbox" /> 1221 1222 <label for="edit-role-100017--3" class="option">Chief Customer Officer</label> 1223 </div> 1224 1225 1226 1227 1228<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100018 form-item-role-100018"> 1229 <input data-drupal-selector="edit-role-100018" type="checkbox" id="edit-role-100018--3" name="role[100018]" value="100018" class="form-checkbox" /> 1230 1231 <label for="edit-role-100018--3" class="option">Chief Data Officer</label> 1232 </div> 1233 1234 1235 1236 1237<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100019 form-item-role-100019"> 1238 <input data-drupal-selector="edit-role-100019" type="checkbox" id="edit-role-100019--3" name="role[100019]" value="100019" class="form-checkbox" /> 1239 1240 <label for="edit-role-100019--3" class="option">Chief Digital Officer</label> 1241 </div> 1242 1243 1244 1245 1246<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100009 form-item-role-100009"> 1247 <input data-drupal-selector="edit-role-100009" type="checkbox" id="edit-role-100009--3" name="role[100009]" value="100009" class="form-checkbox" /> 1248 1249 <label for="edit-role-100009--3" class="option">Chief Executive Officer</label> 1250 </div> 1251 1252 1253 1254 1255<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100029 form-item-role-100029"> 1256 <input data-drupal-selector="edit-role-100029" type="checkbox" id="edit-role-100029--3" name="role[100029]" value="100029"
1256class="form-checkbox" /> 1257 1258 <label for="edit-role-100029--3" class="option">Chief Experience Officer</label> 1259 </div> 1260 1261 1262 1263 1264<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100010 form-item-role-100010"> 1265 <input data-drupal-selector="edit-role-100010" type="checkbox" id="edit-role-100010--3" name="role[100010]" value="100010" class="form-checkbox" /> 1266 1267 <label for="edit-role-100010--3" class="option">Chief Financial Officer</label> 1268 </div> 1269 1270 1271 1272 1273<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100030 form-item-role-100030"> 1274 <input data-drupal-selector="edit-role-100030" type="checkbox" id="edit-role-100030--3" name="role[100030]" value="100030" class="form-checkbox" /> 1275 1276 <label for="edit-role-100030--3" class="option">Chief Growth Officer</label> 1277 </div> 1278 1279 1280 1281 1282<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100031 form-item-role-100031"> 1283 <input data-drupal-selector="edit-role-100031" type="checkbox" id="edit-role-100031--3" name="role[100031]" value="100031" class="form-checkbox" /> 1284 1285 <label for="edit-role-100031--3" class="option">Chief Human Resources Officer</label> 1286 </div> 1287 1288 1289 1290 1291<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100006 form-item-role-100006"> 1292 <input data-drupal-selector="edit-role-100006" type="checkbox" id="edit-role-100006--3" name="role[100006]" value="100006" class="form-checkbox" /> 1293 1294 <label for="edit-role-100006--3" class="option">Chief Information Officer</label> 1295 </div> 1296 1297 1298 1299 1300<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100014 form-item-role-100014"> 1301 <input data-drupal-selector="edit-role-100014" type="checkbox" id="edit-role-100014--3" name="role[100014]" value="100014" class="form-checkbox" /> 1302 1303 <label for="edit-role-100014--3" class="option">Chief Information Security Officer</label> 1304 </div> 1305 1306 1307 1308 1309<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100013 form-item-role-100013"> 1310 <input data-drupal-selector="edit-role-100013" type="checkbox" id="edit-role-100013--3" name="role[100013]" value="100013" class="form-checkbox" /> 1311 1312 <label for="edit-role-100013--3" class="option">Chief Marketing Officer</label> 1313 </div> 1314 1315 1316 1317 1318<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-19519 form-item-role-19519"> 1319 <input data-drupal-selector="edit-role-19519" type="checkbox" id="edit-role-19519--3" name="role[19519]" value="19519" class="form-checkbox" /> 1320 1321 <label for="edit-role-19519--3" class="option">Chief Operating Officer</label> 1322 </div> 1323 1324 1325 1326 1327<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100001 form-item-role-100001"> 1328 <input data-drupal-selector="edit-role-100001" type="checkbox" id="edit-role-100001--3" name="role[100001]" value="100001" class="form-checkbox" /> 1329 1330 <label for="edit-role-100001--3" class="option">Chief People Officer</label> 1331 </div> 1332 1333 1334 1335 1336<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100020 form-item-role-100020"> 1337 <input data-drupal-selector="edit-role-100020" type="checkbox" id="edit-role-100020--3" name="role[100020]" value="100020" class="form-checkbox" /> 1338 1339 <label for="edit-role-100020--3" class="option">Chief Privacy Officer</label> 1340 </div> 1341 1342 1343 1344 1345<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100021 form-item-role-100021"> 1346 <input data-drupal-selector="edit-role-100021" type="checkbox" id="edit-role-100021--3" name="role[100021]" value="100021" class="form-checkbox" /> 1347 1348 <label for="edit-role-100021--3" class="option">Chief Procurement Officer</label> 1349 </div> 1350 1351 1352 1353 1354<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100022 form-item-role-100022"> 1355 <input data-drupal-selector="edit-role-100022" type="checkbox" id="edit-role-100022--3" name="role[100022]" value="100022" class="form-checkbox" /> 1356 1357 <label for="edit-role-100022--3" class="option">Chief Product Officer</label> 1358 </div> 1359 1360 1361 1362 1363<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100023 form-item-role-100023"> 1364 <input data-drupal-selector="edit-role-100023" t
1364ype="checkbox" id="edit-role-100023--3" name="role[100023]" value="100023" class="form-checkbox" /> 1365 1366 <label for="edit-role-100023--3" class="option">Chief Revenue Officer</label> 1367 </div> 1368 1369 1370 1371 1372<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100024 form-item-role-100024"> 1373 <input data-drupal-selector="edit-role-100024" type="checkbox" id="edit-role-100024--3" name="role[100024]" value="100024" class="form-checkbox" /> 1374 1375 <label for="edit-role-100024--3" class="option">Chief Supply Chain Officer</label> 1376 </div> 1377 1378 1379 1380 1381<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100025 form-item-role-100025"> 1382 <input data-drupal-selector="edit-role-100025" type="checkbox" id="edit-role-100025--3" name="role[100025]" value="100025" class="form-checkbox" /> 1383 1384 <label for="edit-role-100025--3" class="option">Chief Sustainability Officer</label> 1385 </div> 1386 1387 1388 1389 1390<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100002 form-item-role-100002"> 1391 <input data-drupal-selector="edit-role-100002" type="checkbox" id="edit-role-100002--3" name="role[100002]" value="100002" class="form-checkbox" /> 1392 1393 <label for="edit-role-100002--3" class="option">Chief Technology Officer</label> 1394 </div> 1395 1396 </div> 1397</div> 1398</div> 1399</details> 1400 1401 1402 1403<div class="js-form-item form-item js-form-type-textfield form-type-textfield js-form-item-author form-item-author"> 1404 <label for="edit-author--3">Author Last Name</label> 1405 <input data-drupal-selector="edit-author" type="text" id="edit-author--3" name="author" value="" size="30" maxlength="128" class="form-text" /> 1406 1407 </div> 1408 1409 1410 1411<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-orbits form-item-orbits"> 1412 <input class="single-checkbox form-checkbox" data-drupal-selector="edit-orbits" type="checkbox" id="edit-orbits--3" name="orbits" value="1" /> 1413 1414 <label for="edit-orbits--3" class="option">Orbits Content</label> 1415 </div> 1416<div data-drupal-selector="edit-actions" class="form-actions js-form-wrapper form-wrapper" id="edit-actions--3"><input data-drupal-selector="edit-submit-analyst-blog-landing" type="submit" id="edit-submit-analyst-blog-landing" value="Apply" class="button js-form-submit form-submit" /> 1417</div> 1418 1419</div> 1420 1421</form> 1422 1423 </div> 1424 1425 </div> 1426 <div class="content-column"> 1427 1428 <div class="attachment attachment-before"> 1429 <div class="view view-analyst-blog-landing view-id-analyst_blog_landing view-display-id-attachment_1 js-view-dom-id-724ad7c131ea1c8dc2b6ebb139a0ad2313b8547714adf6ca32f326591502422d analyst-blog-landing-largecards"> 1430 1431 <div class="view-content"> 1432 1433 1434 1435 1436 1437<article class="node node--type-analyst-blog node--view-mode-analyst-blog-large-card largecard"> 1438 <div class="teaser-image"> 1439 <img src="/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/01/aftershots.png.webp?itok=FXkRFvb8"> 1440 1441 <div class="content-type">Analyst Blog</div> 1442 1443 </div> 1444 <div class="teaser-content"> 1445 <div class="date">September 26, 2026</div> 1446 <h3><a href="/research/blog/enterprise-intelligence-and-context-economics-difference">Enterprise Intelligence and Context: The Economics of Difference</a></h3> 1447 <div class="content-type">Board Strategy</div> 1448 <div class="summary">For decades, enterprises created scale by reducing variation. Processes became repeatable, systems became easier to operate, and situations that did not fit the model became exceptions. People absorbed those exceptions because they could understand why one customer, transaction, or circumstance differed from another (h...</div> 1449 <div class="author"> 1450<article class="profile simple fname-lname"> 1451 Esteban Kolsky 1452 </article> 1453 1454</div> 1455 </div> 1456</article> 1457 1458 1459 1460 1461 1462<article class="node node--type-analyst-blog node--view-mode-analyst-blog-large-card largecard"> 1463 <div class="teaser-image"> 1464 <img src="/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/08/open-vs-closed-weight-models-by-spend-2m.png.webp?itok=jdo-b0Tj"> 1465 1466 <div class="content-type">
1466Analyst Blog</div> 1467 1468 </div> 1469 <div class="teaser-content"> 1470 <div class="date">September 26, 2026</div> 1471 <h3><a href="/research/blog/evidence-shows-enterprises-use-open-weight-models-mainstream">Evidence Shows Enterprises Use of Open Weight Models is Mainstream</a></h3> 1472 <div class="content-type">Board Strategy</div> 1473 <div class="summary">About three weeks ago I wanted to find evidence to support the claim that more and more enterprises are moving to open-source, open-weight models and away from public models. My trained research assistant, Chuck, told me to publish that â there was not enough evidence. Times have changed; yes, that quickly....</div> 1474 <div class="author"> 1475<article class="profile simple fname-lname"> 1476 Esteban Kolsky 1477 </article> 1478 1479</div> 1480 </div> 1481</article> 1482 1483 </div> 1484 1485</div> 1486 1487 1488 </div> 1489 1490 1491 <div class="view-content smallcards"> 1492 1493 1494 1495 1496 1497<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1498 1499 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/04/aftershots.png.webp?itok=MuY3uc0C'); background-size: cover; background-position: center;"> 1500 <div class="content-type">Analyst Blog</div> 1501 </div> 1502 <div class="teaser-content"> 1503 <div class="date">September 20, 2026</div> 1504 <h3><a href="/research/blog/workforce-and-organization-experienced-judgment-constraint">Workforce and Organization: Experienced Judgment Is the Constraint</a></h3> 1505 <div class="article-type">Board Strategy</div> 1506 <div class="summary">In 2017, Attention Is All You Need introduced the Transformer architecture that became foundational to today's generative AI. One of its breakthroughs allowed AI to pay attention t...</div> 1507 <div class="author"> 1508<article class="profile simple fname-lname"> 1509 Esteban Kolsky 1510 </article> 1511 1512</div> 1513 </div> 1514 1515</article> 1516 1517 1518 1519 1520 1521<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1522 1523 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/04/aftershots.png.webp?itok=MuY3uc0C'); background-size: cover; background-position: center;"> 1524 <div class="content-type">Analyst Blog</div> 1525 </div> 1526 <div class="teaser-content"> 1527 <div class="date">September 17, 2026</div> 1528 <h3><a href="/research/blog/business-value-and-limits-roi">Business Value and the Limits of ROI</a></h3> 1529 <div class="article-type">Board Strategy</div> 1530 <div class="summary"> 1531This is the first in a series looking at a new structure for planning and investing in enterprise technology over the next few years. The introduction can be found here. 1532 1533AI ha...</div> 1534 <div class="author"> 1535<article class="profile simple fname-lname"> 1536 Esteban Kolsky 1537 </article> 1538 1539</div> 1540 </div> 1541 1542</article> 1543 1544 1545 1546 1547 1548<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1549 1550 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/09/_rwang0_constellationr_ai_regulation.webp?itok=xlv_8XTu'); background-size: cover; background-position: center;"> 1551 <div class="content-type">Analyst Blog</div> 1552 </div> 1553 <div class="teaser-content"> 1554 <div class="date">September 16, 2026</div> 1555 <h3><a href="/research/blog/tuesdays-tips-five-common-sense-ai-regulations">Tuesday's Tips: Five Common Sense AI Regulations</a></h3> 1556 <div class="article-type">Data to Decisions</div> 1557 <div class="summary">Should AI Progress Be Slowed Down?...</div> 1558 <div class="author"> 1559<article class="profile simple fname-lname"> 1560 R "Ray" Wang 1561 </article> 1562 1563</div> 1564 </div> 1565 1566</article> 1567 1568 1569 1570 1571 1572<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1573 1574 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/09/img_7008_2_0.jpeg.webp?itok=rcbGAmta'); background-size: cover; background-position: center;"> 1575 <div class="content-type">
1575Analyst Blog</div> 1576 </div> 1577 <div class="teaser-content"> 1578 <div class="date">September 14, 2026</div> 1579 <h3><a href="/research/blog/experience-data-getting-new-job-measurement-decision-context">Experience Data Is Getting a New Job: From Measurement to Decision Context</a></h3> 1580 <div class="article-type">Data to Decisions</div> 1581 <div class="summary">As a serial CMO/CPO, like many CX executives, I used experience management so...</div> 1582 <div class="author"> 1583<article class="profile simple fname-lname"> 1584 Michael Ni 1585 </article> 1586 1587</div> 1588 </div> 1589 1590</article> 1591 1592 1593 1594 1595 1596<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1597 1598 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/09/pexels-bobby-mc-gee-lee-77973442.jpg.webp?itok=FyKX9t4j'); background-size: cover; background-position: center;"> 1599 <div class="content-type">Orbits Blog</div> 1600 </div> 1601 <div class="teaser-content"> 1602 <div class="date">September 12, 2026</div> 1603 <h3><a href="/research/blog/pragmatic-practical-actions-not-fear-we-can-and-should-take-actions-reduce-harms">Pragmatic, Practical Actions (Not Fear): We Can and Should Take Actions to Reduce Harms, Risks, and Concerns in the Present</a></h3> 1604 <div class="article-type">Board Strategy</div> 1605 <div class="summary">Unlike the actual tragedy of 9/11, conjured images of mass human extinction due to what AI might become have not actually happened. These visions may not ever happen. We can and sh...</div> 1606 <div class="author"> 1607<article class="profile simple fname-lname"> 1608 Dr. David Bray 1609 </article> 1610 1611</div> 1612 </div> 1613 1614</article> 1615 1616 1617 1618 1619 1620<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1621 1622 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/09/firefly_update_the_mug_on_the_desk_to_have_a_picture_of_a_rabbit_family_on_the_mug_433359-2.png.webp?itok=wtqrk5QJ'); background-size: cover; background-position: center;"> 1623 <div class="content-type">Analyst Blog</div> 1624 </div> 1625 <div class="teaser-content"> 1626 <div class="date">September 9, 2026</div> 1627 <h3><a href="/research/blog/beyond-finalfinalreallyfinal-version-3-steps-rethinking-documents-and-enterprise">Beyond the Final.Final.Really_Final Version: 3 Steps to Rethinking Documents and Enterprise Knowledge</a></h3> 1628 <div class="article-type">Future of Work</div> 1629 <div class="summary">Is a document a destination, or it is the starting point for applying enterprise knowledge? That's the question tackled in this post as AI opens the door for documents to shift fro...</div> 1630 <div class="author"> 1631<article class="profile simple fname-lname"> 1632 Liz Miller 1633 </article> 1634 1635</div> 1636 </div> 1637 1638</article> 1639 1640 1641 1642 1643 1644<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1645 1646 <div class="teaser-image" style="background-image: url('/themes/custom/constellationr/assets/img/sample_orange_card_image.png'); background-size: cover; background-position: center;"> 1647 <div class="content-type">Analyst Blog</div> 1648 </div> 1649 <div class="teaser-content"> 1650 <div class="date">August 30, 2026</div> 1651 <h3><a href="/research/blog/new-way-look-enterprise-technology-2027">A New Way to Look at Enterprise Technology in 2027+</a></h3> 1652 <div class="article-type">Board Strategy</div> 1653 <div class="summary">It may seem early to revisit the enterprise technology framework for 2026 in August, but considering the dramatic compression of cycles, and the fact that the first eight months pr...</div> 1654 <div class="author"> 1655<article class="profile simple fname-lname"> 1656 Esteban Kolsky 1657 </article> 1658 1659</div> 1660 </div> 1661 1662</article> 1663 1664 1665 1666 1667 1668<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1669 1670 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/08/firefly_make_the_cat_the_same_scale_as_others_in_the_background_631101_0.png.webp?itok=smMCQhZ9'); background-size: cover; background-position: center;"> 1671 <div class="content-type">
1671Analyst Blog</div> 1672 </div> 1673 <div class="teaser-content"> 1674 <div class="date">August 26, 2026</div> 1675 <h3><a href="/research/blog/meta-settles-lawsuit-tune-17-billion-what-it-could-mean-advertisers">Meta Settles Lawsuit to the Tune of $17 Billion: What it Could Mean for Advertisers</a></h3> 1676 <div class="article-type">Marketing Transformation</div> 1677 <div class="summary">Now that Meta has settled what many are calling a quot;landmark lawsuitquot; brought by multiple US states attorneys general, what happens next and how could it impact marketer's p...</div> 1678 <div class="author"> 1679<article class="profile simple fname-lname"> 1680 Liz Miller 1681 </article> 1682 1683</div> 1684 </div> 1685 1686</article> 1687 1688 1689 1690 1691 1692<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1693 1694 <div class="teaser-image" style="background-image: url('/themes/custom/constellationr/assets/img/sample_purple_card_image.png'); background-size: cover; background-position: center;"> 1695 <div class="content-type">Analyst Blog</div> 1696 </div> 1697 <div class="teaser-content"> 1698 <div class="date">August 24, 2026</div> 1699 <h3><a href="/research/blog/open-weight-models-are-gaining-ground-enterprise-ai">Open-Weight Models Are Gaining Ground in Enterprise AI</a></h3> 1700 <div class="article-type">Innovation & Product-led Growth</div> 1701 <div class="summary">For a long time, the open-weight model discussion centered mostly o...</div> 1702 <div class="author"> 1703<article class="profile simple fname-lname"> 1704 Chirag Mehta 1705 </article> 1706 1707</div> 1708 </div> 1709 1710</article> 1711 1712 1713 1714 1715 1716<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1717 1718 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/04/aftershots.png.webp?itok=MuY3uc0C'); background-size: cover; background-position: center;"> 1719 <div class="content-type">Analyst Blog</div> 1720 </div> 1721 <div class="teaser-content"> 1722 <div class="date">August 22, 2026</div> 1723 <h3><a href="/research/blog/unsung-heroes-ai-paradigm-shift-cisos">The Unsung Heroes of the AI Paradigm Shift: CISOs</a></h3> 1724 <div class="article-type">Board Strategy</div> 1725 <div class="summary">I have been arguing for some time that cybersecurity would become one of the largest areas of enterprise technology investment. AI temporarily absorbed much of that budget and atte...</div> 1726 <div class="author"> 1727<article class="profile simple fname-lname"> 1728 Esteban Kolsky 1729 </article> 1730 1731</div> 1732 </div> 1733 1734</article> 1735 1736 1737 1738 1739 1740<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1741 1742 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/08/sl_week_2_graphic.png.webp?itok=yYVInvKG'); background-size: cover; background-position: center;"> 1743 <div class="content-type">Analyst Blog</div> 1744 </div> 1745 <div class="teaser-content"> 1746 <div class="date">August 19, 2026</div> 1747 <h3><a href="/research/blog/constellation-research-releases-final-wave-q3-2026-shortlisttm-updates">Constellation Research Releases Final Wave of Q3 2026 ShortList⢠Updates</a></h3> 1748 <div class="article-type">Data to Decisions</div> 1749 <div class="summary">Following last weekâs release of 39 Constellation ShortListsâ¢, Constellation Research is pleased to announce 41 additional updates, completing our Q3 2026 ShortList⢠portfolio....</div> 1750 <div class="author"> 1751<article class="profile simple fname-lname"> 1752 1753 </article> 1754 1755</div> 1756 </div> 1757 1758</article> 1759 1760 1761 1762 1763 1764<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1765 1766 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/04/aftershots.png.webp?itok=MuY3uc0C'); background-size: cover; background-position: center;"> 1767 <div class="content-type">
1767Analyst Blog</div> 1768 </div> 1769 <div class="teaser-content"> 1770 <div class="date">August 12, 2026</div> 1771 <h3><a href="/research/blog/beyond-public-models-return-enterprise-control">Beyond Public Models: The Return of Enterprise Control</a></h3> 1772 <div class="article-type"></div> 1773 <div class="summary">The discussion about open-source AI has inherited too much baggage from the software industry. Most executives, technologists, and advisers understand open source through Linux, da...</div> 1774 <div class="author"> 1775<article class="profile simple fname-lname"> 1776 Esteban Kolsky 1777 </article> 1778 1779</div> 1780 </div> 1781 1782</article> 1783 1784 </div> 1785 1786 <div class="container_50"> 1787 <nav class="pager" role="navigation" aria-labelledby="pagination-heading"> 1788 <h4 id="pagination-heading" class="visually-hidden">Pagination</h4> 1789 <ul class="pager__items js-pager__items"> 1790 <li class="pager__item is-active"> 1791 <a href="?page=0" title="Current page" aria-current="page"> 1792 <span class="visually-hidden"> 1793 Page 1794 </span>1</a> 1795 </li> 1796 <li class="pager__item"> 1797 <a href="?page=1" title="Go to page 2"> 1798 <span class="visually-hidden"> 1799 Page 1800 </span>2</a> 1801 </li> 1802 <li class="pager__item"> 1803 <a href="?page=2" title="Go to page 3"> 1804 <span class="visually-hidden"> 1805 Page 1806 </span>3</a> 1807 </li> 1808 <li class="pager__item"> 1809 <a href="?page=3" title="Go to page 4"> 1810 <span class="visually-hidden"> 1811 Page 1812 </span>4</a> 1813 </li> 1814 <li class="pager__item"> 1815 <a href="?page=4" title="Go to page 5"> 1816 <span class="visually-hidden"> 1817 Page 1818 </span>5</a> 1819 </li> 1820 <li class="pager__item"> 1821 <a href="?page=5" title="Go to page 6"> 1822 <span class="visually-hidden"> 1823 Page 1824 </span>6</a> 1825 </li> 1826 <li class="pager__item"> 1827 <a href="?page=6" title="Go to page 7"> 1828 <span class="visually-hidden"> 1829 Page 1830 </span>7</a> 1831 </li> 1832 <li class="pager__item"> 1833 <a href="?page=7" title="Go to page 8"> 1834 <span class="visually-hidden"> 1835 Page 1836 </span>8</a> 1837 </li> 1838 <li class="pager__item"> 1839 <a href="?page=8" title="Go to page 9"> 1840 <span class="visually-hidden"> 1841 Page 1842 </span>9</a> 1843 </li> 1844 <li class="pager__item pager__item--ellipsis" role="presentation">…</li> 1845 <li class="pager__item pager__item--next"> 1846 <a href="?page=1" title="Go to next page" rel="next"> 1847 <span class="visually-hidden">Next page</span> 1848 <span aria-hidden="true">âºâº</span> 1849 </a> 1850 </li> 1851 <li class="pager__item pager__item--last"> 1852 <a href="?page=291" title="Go to last page"> 1853 <span class="visually-hidden">Last page</span> 1854 <span aria-hidden="true">Last »</span> 1855 </a> 1856 </li> 1857 </ul> 1858 </nav> 1859 1860 </div> 1861 1862 1863 1864 1865 </div> 1866 </div> 1867 </div> 1868 1869</div> 1870 1871 1872 </div> 1873 1874 </div> 1875 1876 1877 </main> 1878 1879 <footer role="contentinfo"> 1880 <div class="region region-footer"> 1881 1882<section id="block-constellationr-globalfooter" class="block block-block-content block-block-content08885ce7-0555-4c72-97a9-49eb33caf999 global-footer"> 1883 <div class="container-80"> 1884 <div class="flex"> 1885 <div class="column col1"> 1886 <div class="footer-logo"> 1887 <a href="/"><img src="/themes/custom/constellationr/assets/img/icons/logo-white.svg" alt="Constellation Research Logo"></a> 1888 </div> 1889 <div class="description u-wysiwyg"> 1890 <p> Guiding organizations through their digital transformation journey with strategic research and advisory services. 1891</p> 1892 </div> 1893 <div class="footer-company-menu u-wysiwyg"> 1894 <nav> 1895 <ul> 1896 <li><a href="/about/overview">Company Overview</a></li> 1897 <li><a href="/about/our-clients">Our Clients</a></li> 1898 <li><a href="/about/media-mentions">Media Mentions</a></li> 1899 <li><a href="/about/careers">Careers at Constellation Research</a></li> 1900 <li><a href="/contact-us">Contact Us</a></li> 1901 <li><a href="/client-services-team">Client Services Team</a></li> 1902 <li><a href="/about/legal">Legal & Terms of use</a></li> 1903 </ul> 1904 1905 </nav> 1906 </div> 1907 </div> 1908 <div class="column"> 1909 1910 1911 <div class="paragraph paragraph--type--footer-menu-column paragraph--view-mode--default"> 1912 1913 1914 <h4> Research 1915</h4> 1916 <nav> 1917 <ul> 1918 <li><a href="/research/library">Full Library</a></li> 1919 <li><a href="/research/agenda">Research Agenda</a></li> 1920 <li><a href="/research/blog">Research Blog</a></li> 1921 <li><a href="/research/shortlist-overview">ShortLists</a></li> 1922 <li><a href="/research/contributors">Contributors</a></li> 1923 <li><a href="/research/themes">Research Themes</a></li> 1924 <li><a href="/research/policies">Research Policies</a></li> 1925 </ul> 1926 1927 </nav> 1928 </div> 1929 1930 </div> 1931 <div class="column"> 1932 1933 1934 <div class="paragraph paragraph--type--footer-menu-column paragraph--view-mode--default"> 1935 1936 1937 <h4> Analyst Services 1938</h4> 1939 <nav> 1940 <ul> 1941 <li><a href="/services/analyst-inquiries">Analyst Inquiries</a></li> 1942 <li><a href="/services/provider-advisory">Provider Advisory</a></li> 1943 <li><a href="/services/custom-research">Custom Research</a></li> 1944 <li><a href="/services/technology-acquisition">Technology Acquisition</a></li> 1945 <li><a href="/services/speaking-workshops">Speaking Workshops</a></li> 1946 <li><a href="/services/enterprise-advisory">Enterprise Advisory</a></li> 1947 </ul> 1948 1949 </nav> 1950 </div> 1951 1952 </div> 1953 <div class="column"> 1954 1955 1956 <div class="paragraph paragraph--type--footer-menu-column paragraph--view-mode--default"> 1957 1958 1959 <h4> Videos 1960</h4> 1961 <nav> 1962 <ul> 1963 <li><a href="/video/channel/disruptv">DisrupTV</a></li> 1964 <li><a href="/video/channel/constellationtv">ConstellationTV</a></li> 1965 <li><a href="/videos/insights">Insights Video</a></li> 1966 <li><a href="/videos/shortlist-spotlights">ShortList Spotlights</a></li> 1967 <li><a href="/videos/cr-convos">CR Conversations</a></li> 1968 </ul> 1969 1970 </nav> 1971 </div> 1972 1973 </div> 1974 <div class="column"> 1975 1976 1977 <div class="paragraph paragraph--type--footer-menu-column paragraph--view-mode--default"> 1978 1979 1980 <h4> Communities 1981</h4> 1982 <nav> 1983 <ul> 1984 <li><a href="/communities/business-transformation-150">Business Transformation 150</a></li> 1985 <li><a href="/communities/supernova-awards-2026">SuperNova Awardsâ¢</a></li> 1986 <li><a href="/communities/ambient-experience-100">Ambient Experience 100</a></li> 1987 <li><a href="/communities/artificial-intelligence-150">Artificial Intelligence 150</a></li> 1988 <li><a href="/communities/sustainability50">Sustainability 50</a></li> 1989 </ul> 1990 1991 </nav> 1992 </div> 1993 1994 </div> 1995 <div class="column"> 1996 1997 1998 <div class="paragraph paragraph--type--footer-menu-column paragraph--view-mode--default"> 1999 2000 2001 <h4> Events 2002</h4> 2003 <nav> 2004 <ul> 2005 <li><a href="/events/2026/constellation-connected-enterprise">Constellation's Connected Enterprise</a></li> 2006 <li><a href="/event/2026/constellations-ai-forum-2026">AI Forum</a></li> 2007 <li><a href="/event/2026/healthcare-transformation-summit-2026">Healthcare Transformation Summit</a></li> 2008 <li><a href="/event/2025/analyst-relations-experience-2025">Analyst Relations Experience</a></li> 2009 <li><a href="/event/2026/analyst-relations-experience-2026">Ambient Experience Summit</a></li> 2010 </ul> 2011 2012 </nav> 2013 </div> 2014 2015 </div> 2016 <div class="column"> 2017 2018 2019 <div class="paragraph paragraph--type--footer-menu-column paragraph--view-mode--default"> 2020 2021 2022 <h4> Insights Live 2023</h4> 2024 <nav> 2025 <ul> 2026 <li><a href="/insights/news">Insights News</a></li> 2027 <li><a href="/insights/customer-stories">Customer Stories</a></li> 2028 <li><a href="/insights/newsletters">Newsletters</a></li> 2029 <li><a href="/insights/live">Notebook</a></li> 2030 <li><a href="/insights/video">Video</a></li> 2031 </ul> 2032 2033 </nav> 2034 </div> 2035 2036 </div> 2037 2038 </div> 2039 </div> 2040 2041 <div class="container-80 social-row"> 2042 <div class="social-media-links"> 2043 <div class="label">Follow Us: </div> 2044 <div class="social-icons"> 2045 <div class="social-icon"><a href="https://www.linkedin.com/company/constellation-research/" target="_blank"><img alt="ConstellationR on Linkedin" src="/themes/custom/constellationr/assets/img/icons/footer-linkedin-logo.svg"></a></div> 2046 <div class="social-icon"><a href="https://www.x.com/constellationr/" target="_blank"><img alt="ConstellationR on X" src="/themes/custom/constellationr/assets/img/icons/footer-x-logo.svg"></a></div> 2047 <div class="social-icon"><a href="https://www.youtube.com/@ConstellationResearch" target="_blank"><img alt="ConstellationR on Youtube" src="/themes/custom/constellationr/assets/img/icons/footer-youtube-logo.svg"></a></div> 2048 </div> 2049 </div> 2050 </div> 2051 2052 <div class="bottom"> 2053 <div class="container-80"> 2054 <div class="flex u-wysiwyg"> 2055 <div class="first"><p> © Constellation Research Inc. 2010 - 2026. All Rights Reserved. 2056</p></div> 2057 <div class="second"><p> Constellation Research, Constellation SuperNova Awards, Connected Enterprise, and the Constellation Research logo are trademarks of Constellation Research, Inc. All other products and services listed herein are trademarks of their respective companies. 2058</p></div> 2059 </div> 2060 </div> 2061 </div> 2062</section> 2063 2064 </div> 2065 2066 </footer> 2067 2068</div> 2069 </div> 2070 2071 2072 2073 2074
2074<script type="application/json" data-drupal-selector="drupal-settings-json">{"path":{"baseUrl":"\/","pathPrefix":"","currentPath":"research\/blog","currentPathIsAdmin":false,"isFront":false,"currentLanguage":"en"},"pluralDelimiter":"\u0003","suppressDeprecationErrors":true,"ckeditorResponsiveTable":{"tableSelector":"table:not([data-drupal-selector=\u0022edit-settings-selection-table\u0022])","failClass":"tabled--stacked","captionSide":"top","largeCharacterThreshold":50,"smallCharacterThreshold":8},"easyResponsiveImages":{"lazyLoadingThreshold":"1250"},"google_analytics":{"account":"UA-38309929-1","trackOutbound":true,"trackMailto":true,"trackTel":true,"trackDownload":true,"trackDownloadExtensions":"7z|aac|arc|arj|asf|asx|avi|bin|csv|doc(x|m)?|dot(x|m)?|exe|flv|gif|gz|gzip|hqx|jar|jpe?g|js|mp(2|3|4|e?g)|mov(ie)?|msi|msp|pdf|phps|png|ppt(x|m)?|pot(x|m)?|pps(x|m)?|ppam|sld(x|m)?|thmx|qtm?|ra(m|r)?|sea|sit|tar|tgz|torrent|txt|wav|wma|wmv|wpd|xls(x|m|b)?|xlt(x|m)|xlam|xml|z|zip","trackDomainMode":1},"ckeditorAccordion":{"accordionStyle":{"collapseAll":1,"keepRowsOpen":1,"animateAccordionOpenAndClose":1,"openTabsWithHash":1,"allowHtmlInTitles":0}},"ajaxTrustedUrl":{"\/research\/blog":true},"quicklink":{"admin_link_container_patterns":["#block-local-tasks-block a",".block-local-tasks-block a","#drupal-off-canvas a","#toolbar-administration a","[data-drupal-admin-styles] a"],"ignore_admin_paths":true,"ignore_ajax_links":true,"ignore_file_ext":true,"total_request_limit":0,"concurrency_throttle_limit":0,"idle_wait_timeout":2000,"viewport_delay":0,"debug":false,"url_patterns_to_ignore":["user\/logout","#","\/admin","\/edit"]},"user":{"uid":0,"permissionsHash":"80d86d1faa32076bcb25aa1f09bdbf1ef0d22a89c0c34d9c6fa50b9ff9c69c42"}}</script>
vendor: 1 bytes, line 2074
2074
2075<script src="/core/assets/vendor/jquery/jquery.min.js?v=4.0.0"></script>
vendor: 1 bytes, line 2075
2075
2076<script src="https://unpkg.com/[email protected]/dist/quicklink.umd.js"></script>
vendor: 1 bytes, line 2076
2076
2077<script src="/sites/default/files/js/js_EXoY3yLOiAkdCBe3ca8cq2ZW3Zv791Idem_xaedBpJ8.js?scope=footer&delta=2&language=en&theme=constellationr&include=eJxtj1FuAzEIBS9kxUeyWPtlhZaAC6Tq9vR1VSmponzxGJAGNmTCG76mBUa7sqw26g6Fk5Tt_Tgg6NlIpKkpSj8wOM0b9W4-2LQ-0uXqpgkdzy1HTNPgT7SkTVBfQRscU-gs3W43eEeLdJ6of2VhjYQI5RJ43cW2dewSog6_T5JLtzWdgQKK87-Qb7Qjfo38DS-72b58pCRncl-fv4Dyced-COtRH-kda6ycP8YnhfE"></script>
vendor: 1 bytes, line 2077
2077
2078<script src="/modules/contrib/ckeditor_accordion/js/accordion.frontend.min.js?tlu8u8"></script>
vendor: 1 bytes, line 2078
2078
2079<script src="/sites/default/files/js/js_a_y2TN1W7Npx4jEZDfACd_pRTlMW3kwvitaZ9oMh3sE.js?scope=footer&delta=4&language=en&theme=constellationr&include=eJxtj1FuAzEIBS9kxUeyWPtlhZaAC6Tq9vR1VSmponzxGJAGNmTCG76mBUa7sqw26g6Fk5Tt_Tgg6NlIpKkpSj8wOM0b9W4-2LQ-0uXqpgkdzy1HTNPgT7SkTVBfQRscU-gs3W43eEeLdJ6of2VhjYQI5RJ43cW2dewSog6_T5JLtzWdgQKK87-Qb7Qjfo38DS-72b58pCRncl-fv4Dyced-COtRH-kda6ycP8YnhfE"></script>
vendor: 1 bytes, line 2079
2079
2080<script src="https://js.stripe.com/v3/" defer="defer"></script>
vendor: 1 bytes, line 2080
2080
2081<script src="/sites/default/files/js/js_4fo6RcCrZ4DFm-vdOuCFqktGE7vcgNi4_c5ku4usbLA.js?scope=footer&delta=6&language=en&theme=constellationr&include=eJxtj1FuAzEIBS9kxUeyWPtlhZaAC6Tq9vR1VSmponzxGJAGNmTCG76mBUa7sqw26g6Fk5Tt_Tgg6NlIpKkpSj8wOM0b9W4-2LQ-0uXqpgkdzy1HTNPgT7SkTVBfQRscU-gs3W43eEeLdJ6of2VhjYQI5RJ43cW2dewSog6_T5JLtzWdgQKK87-Qb7Qjfo38DS-72b58pCRncl-fv4Dyced-COtRH-kda6ycP8YnhfE"></script>
vendor: 1 bytes, line 2081
2081
2082<script src="https://cdn.jsdelivr.net/npm/swiper@12/swiper-bundle.min.js"></script>
vendor: 1 bytes, line 2082
2082
2083<script src="/sites/default/files/js/js_1dO5Fn2Kqbyc_Z6Re44wSdMdvNCSoNqioXH3X0v_8lM.js?scope=footer&delta=8&language=en&theme=constellationr&include=eJxtj1FuAzEIBS9kxUeyWPtlhZaAC6Tq9vR1VSmponzxGJAGNmTCG76mBUa7sqw26g6Fk5Tt_Tgg6NlIpKkpSj8wOM0b9W4-2LQ-0uXqpgkdzy1HTNPgT7SkTVBfQRscU-gs3W43eEeLdJ6of2VhjYQI5RJ43cW2dewSog6_T5JLtzWdgQKK87-Qb7Qjfo38DS-72b58pCRncl-fv4Dyced-COtRH-kda6ycP8YnhfE"></script>
2083 2084 2085 </body> 2086</html>
Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.