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Aakash Rahsi
Aakash Rahsi

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SharePoint as an AI Delivery Surface | Permission-Trimmed RAG via Graph + Entra + Purview | Rahsi Framework™

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SharePoint as an AI Delivery Surface | Permission-Trimmed RAG via Graph + Entra + Purview | Rahsi Framework™

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SharePoint as an AI Delivery Surface | Permission-Trimmed RAG via Graph + Entra + Purview | Rahsi Framework™

Explore SharePoint as an AI Delivery Surface | Permission-Trimmed RAG via Graph + Entra + Purview | Rahsi Framework™ to understand secure, context-aware AI data access.

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The Shift

The SharePoint Developer role is evolving.

Not away from SharePoint —

but deeper into the system around it.

From building pages…

to designing enterprise AI systems.

Because today:

AI is becoming the interface

and SharePoint is becoming the delivery surface

Why This Matters Now

Microsoft’s ecosystem is aligning around a clear model:

  • Copilot Studio → Interaction layer
  • SharePoint / Dataverse / Fabric → Knowledge + data plane
  • Microsoft Graph → Identity-aware access layer
  • Entra ID → Execution context and authorization
  • Purview → Governance and trust boundary

This is not accidental.

It is designed behavior.

The Real Stack (Rahsi Framework™ View)

A modern SharePoint professional operates across layers:

Frontend

  • SPFx (SharePoint Framework)
  • Copilot Studio interfaces

Backend

  • Azure Functions (serverless orchestration)

AI Layer

  • Azure OpenAI
  • Retrieval-Augmented Generation (RAG)

Data Layer

  • SharePoint
  • Dataverse
  • Fabric

Automation Layer

  • Power Automate
  • Graph change notifications (event-driven signals)

Security & Governance

  • Entra ID (OAuth, OBO flow)
  • Microsoft Graph permissions
  • Purview (labels, DLP, compliance)

Non-Negotiables

1. Identity is the First Layer

  • Graph permissions define what can be retrieved
  • OAuth + On-Behalf-Of flow defines how identity propagates

This is the execution context.

2. Retrieval Must Be Permission-Trimmed

RAG is not just about fetching data.

It is about:

  • Retrieving only what the user is allowed to see
  • Respecting Graph permissions
  • Honoring SharePoint ACLs

This is where grounded AI becomes enterprise-ready.

3. Event-Driven Signals Matter

  • Graph change notifications
  • Webhooks
  • Power Automate triggers

These define how systems react to data changes in real time.

4. Governance is Built-In, Not Added Later

Purview introduces:

  • Sensitivity labels
  • Data Loss Prevention (DLP)
  • Audit and compliance controls

This defines the trust boundary.

And importantly:

This is how Copilot honors labels in practice.

5. Grounding + Evaluation

  • Azure OpenAI grounding ensures responses are based on real data
  • Content filtering and groundedness checks ensure reliability

This is not about restricting AI.

It is about aligning AI with enterprise expectations.

Reference Architecture (One Flow)

  1. User interacts via Copilot Studio
  2. Request flows through Azure Functions (orchestrator)
  3. Identity is propagated via Entra ID (OBO flow)
  4. Data is retrieved via:
    • Microsoft Graph (SharePoint, files, permissions)
    • Dataverse / Fabric
  5. Retrieval is permission-trimmed
  6. Azure OpenAI generates a response
  7. Purview policies ensure:
    • Labels are respected
    • Data boundaries are maintained
  8. Response is returned with:
    • Context
    • Citations
    • Compliance alignment

What “Wow” Looks Like

  • Responses include citations
  • Data access is permission-trimmed
  • Outputs are grounded and explainable
  • Systems are audit-ready
  • Governance is invisible but enforced
  • Cost and performance are controlled

The Deeper Insight

SharePoint is not being replaced.

It is being repositioned.

From:

  • Document storage
  • Collaboration surface

To:

  • AI-grounding layer
  • Enterprise knowledge interface

Final Thought

This is not about building AI features.

It is about understanding:

  • Identity
  • Grounding
  • Eventing
  • Governance
  • Operability

And aligning with how Microsoft designed the system to behave.

SharePoint as an AI Delivery Surface | Permission-Trimmed RAG via Graph + Entra + Purview | Rahsi Framework™

Not a disruption.

An evolution in how enterprise systems deliver intelligence.

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