Faster casework. Decisions you can explain.
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 and internal quality review.
Consistent answers across statutes, internal guidance, and case materials you authorise
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
- 01
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.
- 02
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.
- 03
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
Public sector case library
Easy to start. Safe to stop.
The pilot runs at a fixed price: we map the workflow, deploy it in your environment and prove it on your own cases. Then you decide.
Fixed price · Fixed timeframe
- 01
Map the workflow
Two weeks with your people where we document what happens today, including the parts nobody wrote down.
- 02
Deploy in your environment
Inside your tenancy, on your data residency terms, with no exports and nothing leaving through the side door.
- 03
Prove it under audit
Controlled evaluation against your own cases with compliance and the process owner signing off before go-live.
- 04
Run in production
We stay on with retraining, reporting and ongoing oversight for as long as the workflow runs.
Fixed price, Fixed timeframe. 8–12 weeks pilot: Continue (Expand once you know it works) / Stop.