Accountable retrieval for public institutions
Legislation and case consistency, transparency workflows, and explainable retrieval for accountable institutions.
Serve citizens and oversight with traceable answers
Public agencies answer to law, policy, and democratic oversight. Retrieval must be explainable, permission-aware, and aligned with how cases and legislation actually evolve, not a black box that cannot be defended in review.
KnowledgeHub grounds answers in approved sources, records who accessed what, and keeps lineage across updates — supporting FOIA-style workflows, internal quality review, and EU AI Act expectations for high-risk use.
- Consistent answers across statutes, internal guidance, and case materials you authorize
- Structured handling of transparency and access requests with audit trails
- Human-in-the-loop review where policy requires escalation before publication
How an agency aligns statute, circulars, and case files citizens can scrutinise
Institutions owe consistent answers anchored in statutes, delegated acts, manuals, FAQs, adjudication excerpts, and email clarifications, all under transparency and procedural pressure.
Common pains where unstructured data and agents matter
Citizen-facing FAQs drift from operative legal texts
Policy departments revise PDF circulars faster than FAQs regen. Retrieval flagged to authoritative versions warns when website copy lags statutes.
Freedom-of-information workloads duplicate reading
Staff reread overlapping threads for each statutory access request. Agents draft schedules of materials from governed corpora; humans certify release.
Assistive drafts must disclose authoritative provenance before publication
Generated summaries absent citations invite challenge. Agents never publish autonomously. Drafts cite only the approved sources reviewers accept.
Outcomes organisations typically target
- More aligned front-line answers vs legal baselines
- Shorter cycles assembling transparency artefacts
- Explainable drafts before outward publication
We've been up all night. To give you a good nights sleep.
Bring us one workflow you cannot afford to get wrong. We'll tell you honestly whether AI belongs in it.