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docs(architect): weekly KB update — 106 files refreshed (2026-04)

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Updates across all 5 skills: ms-ai-advisor, ms-ai-engineering,
ms-ai-governance, ms-ai-security, ms-ai-infrastructure.

Key changes:
- Language Services (Custom Text Classification, Text Analytics, QnA):
  retirement warning 2029-03-31, migration guides to Foundry/GPT-4o
- Agentic Retrieval: 50M free reasoning tokens/month (Public Preview)
- Computer Use: Claude Sonnet 4.5 (preview) + OpenAI CUA models
- Agent Registry: Risks column (M365 E7), user-shared/org-published types
- Declarative agents: schema v1.5 → v1.6, Store validation requirements
- MLflow 3: 13 built-in LLM judges, production monitoring, Genie Code
- AG-UI HITL: ApprovalRequiredAIFunction (C#) + @tool(approval_mode) (Python)
- Entra ID Ignite 2025: Agent ID Admin/Developer RBAC roles, Conditional Access
- Security Copilot: 400 SCU/month per 1000 M365 E5 licenses, auto-provisioned
- Fast Transcription API: phrase lists, 14-language multi-lingual transcription
- Azure Monitor Workbooks: Bicep support, RBAC specifics
- Power Platform Copilot: data residency (Norway/Europe → EU DB, Bing → USA)
- RAG security-rbac: 4-approach table (GA + 3 preview access control methods)
- IaC MLOps: Well-Architected OE:05 principles, Bicep/Terraform patterns
- Translator: image file batch translation Preview (JPEG/PNG/BMP/WebP)

All 106 files: Last updated 2026-04 | Verified: MCP 2026-04

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
Kjell Tore Guttormsen 2026-04-10 09:13:24 +02:00
commit 6645e93205
104 changed files with 1986 additions and 520 deletions
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16
skills/ms-ai-advisor/references/copilot-extensibility/copilot-analytics-and-usage-insights.md
View file

@ -78,6 +78,8 @@ For compliance og security auditing:
- Filtering by user, date, action type, workload
- AIApp og Copilot workload-filtre
**Merk:** Microsoft Purview audit logs inneholder faktiske prompts brukere sender til Copilot. For offentlig sektor er dette særlig sensitivt — implementer access controls for hvem som kan lese audit logs.
**Søk:**
```plaintext
Purview portal > Solutions > Audit > Workloads: AIApp + Copilot
@ -91,12 +93,16 @@ Purview portal > Solutions > Audit > Workloads: AIApp + Copilot
- Capacity management (billing oversight)
- Tenant-wide agent visibility
**Copilot Studio Analytics:**
**Copilot Studio Analytics (oppdatert 2026):**
- Agent performance (respons-effektivitet)
- User satisfaction ratings
- User satisfaction ratings (thumbs up/down med kommentarer, GA aug 2025)
- Session metrics (completion rate, abandonment)
- Topic effectiveness
- Trace data (troubleshooting)
- Trace data (troubleshooting) — unified activity og transcript-visning
- **Agent evaluations (GA mar 2026):** Valider agentytelse med tilpassbare testsett, inkl. multi-turn conversation tests
- **Question themes (GA mar 2026):** Grupper relaterte brukerspørsmål i temaer for dypere innsikt
- **ROI analytics:** Spor tids- og kostnadsbesparinger for autonome agenter (GA jul 2025)
- **Download filtered questions/reactions** til CSV for videre analyse
## Arkitekturmønstre
@ -453,7 +459,7 @@ Get-MgBetaReportMicrosoft365CopilotUserCountSummary `
## Kilder og verifisering
**Microsoft Learn (Verified – MCP research 2026-02):**
**Microsoft Learn (Verified – MCP research 2026-04):**
- [Microsoft 365 Copilot reporting options for admins](https://learn.microsoft.com/en-us/copilot/microsoft-365/microsoft-365-copilot-reports-for-admins)
- [Microsoft 365 Copilot usage report](https://learn.microsoft.com/en-us/microsoft-365/admin/activity-reports/microsoft-365-copilot-usage)
- [Microsoft 365 Copilot readiness report](https://learn.microsoft.com/en-us/microsoft-365/admin/activity-reports/microsoft-365-copilot-readiness)
@ -472,7 +478,7 @@ Get-MgBetaReportMicrosoft365CopilotUserCountSummary `
- ROI methodology: [How we measure the value of AI at work](https://www.microsoft.com/worklab/how-we-measure-the-value-of-ai-at-work)
**Confidence-nivå per seksjon:**
- **Kjernekomponenter:** Verified (100% – direkte fra Microsoft Learn 2026-02)
- **Kjernekomponenter:** Verified (100% – direkte fra Microsoft Learn 2026-04)
- **Arkitekturmønstre:** Baseline (80% – best practices basert på Microsoft-anbefalinger)
- **Beslutningsveiledning:** Verified (95% – bekreftet av MCP-dokumentasjon)
- **Integrasjon med Microsoft-stakken:** Verified (100% – API-dokumentasjon og dataflyt-diagrammer)