Quick answer
Use Microsoft Discovery Bookshelf to make approved scientific and enterprise knowledge discoverable to research workflows. Treat indexing as a retrieval capability, not a trust label.
Every source needs an owner, provenance, version, access rule, license or contractual basis, sensitivity classification, retention, deletion, and review state. Every answer needs citations that point to the exact supporting material.
Create a source registry
For each publication, dataset, notebook, report, protocol, patent, internal memo, instrument record, or external database, store:
- stable identifier, title, creator, publisher, and date;
- retrieved version, checksum, and update policy;
- license, subscription, confidentiality, consent, and permitted uses;
- method, peer-review, retraction, correction, and quality state;
- project, team, role, region, retention, deletion, and legal hold;
- extraction, chunking, metadata, embedding, and index version;
- owner and next review date.
Do not collapse a preprint, peer-reviewed article, internal result, vendor claim, and regulatory record into the same authority class.
Control access at retrieval time
Authorization must follow the user, project, agent, and purpose at query time—not only the person who built the index. Test cross-team, cross-study, cross-business-unit, expired-access, deleted-source, and prompt-injection scenarios.
Keep secrets and direct identifiers out of unnecessary index fields. Use narrow connectors, service identities, network rules, logging, and alerts. Verify that derived summaries and cached outputs inherit source restrictions.
Preserve citation fidelity
A useful research answer should let a reviewer trace each material claim to an exact source and location. Evaluate citation existence, source match, entailment, freshness, authority, and scope. Check that tables, figures, calculations, and synthesized conclusions do not outrun cited evidence.
When sources conflict, surface the disagreement and its dates and methods. Do not let an agent silently choose the most convenient result.
Manage updates and deletion
Define refresh triggers for new versions, corrections, retractions, embargo changes, permission changes, and project closure. Propagate deletion or access revocation through source stores, indexes, caches, derived artifacts, and future sessions.
Keep reproducible snapshots for approved research records where policy allows, while preventing an old snapshot from being presented as current truth.
The Discovery Engine workflow guide shows how governed sources enter an iterative process. The product guide distinguishes platform and preview app.
Frequently asked questions
What is Bookshelf in Microsoft Discovery?
Microsoft’s current scientific-discovery material describes Bookshelf as an indexing and knowledge capability that helps agents reason over scientific publications and governed enterprise data. Verify the live product documentation for exact connectors and limits.
Does indexing a source make it trustworthy?
No. Indexing makes material discoverable. Source authority, version, license, method quality, conflicts, retractions, applicability, and organizational approval still require explicit review.
Can proprietary research data be added safely by default?
No default assumption is safe. Classify data, verify ownership and consent, minimize scope, apply identity and access controls, review region and retention, prevent cross-project exposure, and test deletion and incident response.
Bottom line
Bookshelf can connect agents to institutional knowledge, but trustworthy use depends on provenance, access, citation fidelity, update handling, and deletion. Indexing widens discovery; governance determines what may be trusted and shared.
Official sources
- Microsoft: Discovery general availability and app preview
- Microsoft: Genesis Mission scientific discovery update
Source check: August 2, 2026. Verify live Bookshelf, connector, data, identity, region, retention, and pricing documentation.