MicrosoftDocs/cloud-adoption-framework/docs/ai

Applz to WLZ - pr1 (no ready) (#7368) * test-commit * app team to workload team and applz to workload lz * application workload to workload * last round of updates * Azure landing zones --> Azure landing zone * update images * updated images * update sov images * update alz * update images * updates * removed DMLZ and DLZ * fixed formatting * update file source * updates * update image * delete AVS scenario * avs redirects to new AVS scenario * delete modern app platform scenario * added docs to redirection * redirect aks lza * redirected rhel articles * remove modern app platform from main TOC * redirected ARO articles * update AVS redirects * update image to remove incomplete word * update image names * fix avs redirects * update redirects * update alz image and page * updated what's new * one more redirect * updates * image tweak * Apply batched suggestions from code review Co-authored-by: Chad Kittel <chad.kittel@gmail.com> Co-authored-by: Stephen Sumner <109609721+stephen-sumner@users.noreply.github.com> * Apply batched suggestions from code review Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * Apply batched suggestions from code review Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * Apply batched suggestions from code review Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * Apply batched suggestions from code review Co-authored-by: Chad Kittel <chad.kittel@gmail.com> Co-authored-by: Stephen Sumner <109609721+stephen-sumner@users.noreply.github.com> * Update plan-for-landing-zone-network-segmentation.md * Apply suggestion from @ckittel Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * update * Apply suggestion from @ckittel Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * Apply batched suggestions from code review Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * Apply suggestion from @ckittel Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * Apply suggestion from @ckittel Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * Apply suggestion from @stephen-sumner * Apply suggestion from @ckittel Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * update "an workload" and " zones" * removed "SAP landing zone" * fixed "landingne" * updated "landing zone(s)" to disambiguate * updates * updates * Apply suggestion from @ckittel Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * updates * Apply suggestion from @stephen-sumner * Apply batched suggestions from code review Co-authored-by: Stephen Sumner <109609721+stephen-sumner@users.noreply.github.com> * undelete modern app and azure vmware * removed redirect * Apply suggestion from @ckittel Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * update alt text * Apply suggestion from @ckittel Co-authored-by: Chad Kittel <chad.kittel@gmail.com> * pulled in ready from upstream to undo changes --------- Co-authored-by: Stephen <109609721+ssumner-ms@users.noreply.github.com> Co-authored-by: Chad Kittel <chad.kittel@gmail.com>

2026_08 - Fix monthly broken links (#7332) * Fix duplicate entry for Microsoft 365 Copilot extensibility * Update Azure landing zone documentation metadata

update

Correct inaccurate Azure product statements from July 2026 product update review (#7311) * Correct inaccurate Azure product statements found in July 2026 update review * Apply suggestions from code review Co-authored-by: learn-build-service-prod-01[bot] <274427437+learn-build-service-prod-01[bot]@users.noreply.github.com> Co-authored-by: Stephen Sumner <109609721+stephen-sumner@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Stephen Sumner <109609721+stephen-sumner@users.noreply.github.com> * Update docs/scenarios/app-platform/aks/network-topology-and-connectivity.md Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com> * Apply suggestion from @stephen-sumner --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: Stephen Sumner <109609721+stephen-sumner@users.noreply.github.com> Co-authored-by: learn-build-service-prod-01[bot] <274427437+learn-build-service-prod-01[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-08[bot] <274430765+learn-build-service-prod-08[bot]@users.noreply.github.com>

Clarify description of Microsoft Copilot (#7288)

Ai freshness - Update strategy (links, sequencing, framing) (#7286) * updates links and Azure Open AI references * update APIM accuracy * clarified agent capabilities * removed link * updated risk ids * updated cycle cloud links * updates * Apply suggestions from code review Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> * update pinned link * Update docs/ai/strategy.md Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> * updated ai decision tree * freshness pass on ai strategy * add responsible ai policies to agents baseline rather than a separate preceding article * move responsible ai policies to AI adoption from AI agent adoption * moved resopnble ai policies to ai and renamed. * updated agents toc to remove responsible ai policies article. It's been moved to AI adoption. * delete ai adoption index * remove index from AI adoption toc * Apply suggestions from code review Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> Co-authored-by: Stephen Sumner <109609721+stephen-sumner@users.noreply.github.com> * reverted heading title * updated broken link * update broken links * update broken link * update redirects * update * update numbering * update govern * metadata updates * wording tweaks * update * fixed broken links * fix broken links * update article framing * updated heading structure * UPdate headings * fixed links * Update docs/ai-agents/governance-security-across-organization.md Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> * Update docs/ai-agents/governance-security-across-organization.md Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> * Update docs/ai-agents/governance-security-across-organization.md Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> * minor tweaks * update links * update link * Apply suggestions from code review Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com> --------- Co-authored-by: Stephen <109609721+ssumner-ms@users.noreply.github.com> Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> Co-authored-by: Diana Richards <103777760+v-dirichards@users.noreply.github.com>

Ai freshness pass (#7282) * updates links and Azure Open AI references * update APIM accuracy * clarified agent capabilities * removed link * updated risk ids * updated cycle cloud links * updates * Apply suggestions from code review Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> * update pinned link * Update docs/ai/strategy.md Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com> --------- Co-authored-by: Stephen <109609721+ssumner-ms@users.noreply.github.com> Co-authored-by: learn-build-service-prod-03[bot] <274428581+learn-build-service-prod-03[bot]@users.noreply.github.com>

Customer feedback june26 (#7278) * removed expired AI engeineering exam link * added postgreSQL flexible server abbreviation * add clarification around MG id naming in canary hiearchies * Updated title * update strategy image * fixed terminology * fixed tenant numbering in image * added updated strategy process image * Apply suggestions from code review Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com> * update image --------- Co-authored-by: Stephen <109609721+ssumner-ms@users.noreply.github.com> Co-authored-by: learn-build-service-prod-09[bot] <274431102+learn-build-service-prod-09[bot]@users.noreply.github.com>

Update links (#7276) Co-authored-by: Stephen <109609721+ssumner-ms@users.noreply.github.com>

Apply suggestions from code review Co-authored-by: learn-build-service-prod-07[bot] <274430390+learn-build-service-prod-07[bot]@users.noreply.github.com>

Updates

updates

Update structure

updates

updates

Update ai-platform-sharing-isolation-colocation.md

Add mermaid diagram for AI platform environments Added a mermaid diagram illustrating the sharing, isolation, and co-location of AI platforms in different environments.

Add sample platform deployment section Added a section on sample platform deployment illustrating organizational workload boundaries and AI platform sharing policies.

Apply suggestions from code review Co-authored-by: Stephen Sumner <109609721+stephen-sumner@users.noreply.github.com>

Update ai-platform-sharing-isolation-colocation.md