SharePoint has quietly become an AI platform. In the last year Microsoft has added site skills and plans, Autofill columns, document-processing models, library rules, Copilot-made reports and audio overviews, Site AI settings, FAQ web parts, Copilot UX components — and more is landing every month: team knowledge bases, the Agent Chat web part, HTML pages. Each one is useful. Together they are hard to see, harder to explain, and easy to leave switched off.

This session is a guided tour of SharePoint's intelligence features as they stand today: what each one does, where it lives, what it costs (included, Copilot Credits, or pay-as-you-go), and when it is the right tool — with the governance side that decides whether it works at all: tenant settings, scope, Restricted Content Discovery, spending policies, and the agent registry.

Then we turn the tour into a tool. SiteIQ is a Copilot UX component, built on SPFx 1.24, that inspects a SharePoint site as the signed-in user and answers the questions a site owner actually asks: How is this site using AI? Why is the score what it is? Why isn't Autofill working, and who do I ask? What should I turn on next? It scores only what you can read, proves what it can from what is already on the site, says "check with your admin" when it can't, and never changes a setting.

You will leave with a map of the features, a scoring model you can argue with, and an open-source component that runs the map inside Microsoft 365 Copilot.

What you'll learn:
- Every AI feature a SharePoint site can use, what it leaves behind, and what it costs
- How tenant, scope and site settings combine to decide whether a feature works — and how to diagnose which link is missing
- How to build a read-only Copilot UX component that reports honestly on a tenant as the user

Format: 45–60 minute breakout, demo-heavy. Level: Intermediate. Audience: SharePoint administrators, site owners, Microsoft 365 architects, SPFx developers. Tags: SharePoint, Microsoft 365 Copilot, Copilot in SharePoint, SPFx, AI governance, Copilot UX components.

Live demo in a Microsoft 365 developer tenant with a fallback deck of captured screens. The component is open source and submitted to the PnP spfx-copilot-components gallery. Builds on my Day of Data 2026 session on interactive Copilot agents.