AutoTag v3: smarter AI, real-time tagging, and the Governance Bot

AutoTag v3: smarter AI, real-time tagging, and the Governance Bot

AutoTag v3 introduces a new Governance Bot type for sensitivity and retention labelling, alongside major Metadata Bot improvements: new AI providers, AI-only bots, taxonomy-aware matching, real-time webhook-driven tagging, and a redesigned admin UI.

7 May 2026

AutoTag v3 ships two big shifts. A brand-new Bot type, AutoTag Governance Bot, brings sensitivity and retention labelling into the AutoTag platform. And substantial improvements to the existing Metadata Bot type: smarter AI, real-time tagging, and a redesigned admin experience.

What’s new for AutoTag Metadata Bot

Smarter AI

  • New providers. OpenAI, OpenRouter, and Azure Computer Vision OCR. The last is especially valuable for scanned documents and images sitting in SharePoint libraries.
  • AI-only bots. Bots can now run AI classification without requiring a source column to map from. Previously every bot needed a lookup source list; AI-only bots skip that requirement and write straight to the target library.
  • Taxonomy-aware AI matching. When AI extracts phrases and the target column is a managed-metadata (taxonomy) column, AutoTag matches those phrases against the term set, with exact-match-first and case-insensitive contains fallback, instead of only accepting exact term names. Dramatically improves AI tagging precision against strict term sets.
  • Saved AI connections. Configure once, reuse across bots. Provider-aware endpoint hints; clearer confidence-range feedback in the admin UI.

Real-time tagging

Webhook-driven tagging now triggers within seconds of a document change, rather than waiting for a scheduled scan. The async scan worker respects SharePoint’s 5-second webhook response deadline so your tenant stays responsive.

Per-bot approval workflow

Administrators can now set an approval timeout per bot (ApprovalTimeoutHours, 1–720 hours) for bots configured with multi-source approval. Previously this was a global 24-hour default. Now it’s tunable to the workload.

Stale-bot cleanup

Bots sitting in New status without configuration are automatically cleaned up after a TTL window (14 days). No more lingering half-created bot rows.

Redesigned admin UI

  • Single Lookup / AI / Both picker to choose how a bot determines values
  • Cleaner 3-section layout: Bot Identity, Value Strategy, Details
  • Lookup Processing, Source Processing, and Automation now grouped inside the Column Mapping dialog
  • Inline save feedback, required-field validation, and unsaved-changes warning
  • Change Log per bot and configurable approval timeout (1–720 hours)

New bot lifecycle

  • Clear “Needs configuration” state for unfinished bots
  • Simplified cross-site bot creation: basic info first, details later
  • Bots list now shows Status and AI Configured columns
  • Unconfigured bots auto-cleaned after 14 days

Better delete experience

  • Reliable single-list removal with pre-delete warnings
  • Bots with no remaining lists are automatically removed, and you’re told
  • Accurate success messaging on every delete

Tenant settings

Reorganised into Activity log retention and Reprocessing cooldown (D/H/M on one row).

Security & reliability

Hardened authentication. Sensitive credentials are removed from the client.

And introducing the AutoTag Governance Bot

A new Bot type, alongside the existing Metadata Bot, that applies sensitivity and retention labels to files at scale and runs drift-detection reports across your tenancy. Container governance for groups, sites, and OneDrive is on the next-phase roadmap; channel sites, Loop, and Viva Engage are on the longer roadmap.

The Governance Bot uses the same operational platform as Metadata Bots: the same discovery model, the same tenant deployment, the same cost-aware batching. The difference is what it writes. Where Metadata Bots tag managed-metadata columns, Governance Bots apply Microsoft 365 sensitivity and retention labels using the surfaces Microsoft exposes for that purpose.

Explore the Governance Bot →

What’s next

The Phase 2 roadmap covers container governance for Microsoft 365 Groups, Teams sites, SharePoint sites, and OneDrive, applying the same label-orchestration model to the containers themselves. Phase 3 extends to channel sites (private and shared), Loop workspaces and pages, and Viva Engage communities.

Want to be a design partner for upcoming capabilities? Talk to us.

Discover AutoTag