Data
The records, the schema over them, and what is read back out — ingestion, retrieval, reporting, reconciliation and extracts.
- Counterparty document expectationsalso ProvidersLoads counterparty contact details and document requirements from spreadsheets into the graph store, mapping each requirement onto the governed vocabulary and setting aside anything that does not map.
- Data-lake assistantAnswers questions over the accumulated loan and partner data in plain language, and draws the chart where a chart is the answer.
- Dataset fulfilmentTurns an approved data request into a scoped extract — resolving which organisation it belongs to, mapping the requested field names onto the canonical model, and returning either the result directly or a time-limited download link.
- Knowledge searchBuilds reusable retrieval agents that answer from a curated document corpus — embeddings, a search index, a knowledge library, schema and header mapping, reuse of prior decisions, confidence thresholds and a human review loop.
- Metric reconciliationReconciles the same metric across vendors and sources so the figures compare like with like, and records why they differed.
- Model curatorGuards the shared graph schema, so that every entity type, relationship, property, index, enumeration and required field passes one review and ingestion and query behaviour stay consistent across services.
- Pipeline control panelRuns the document-processing pipeline on request: resolves which documents actually exist for a set of records, checks what has already been processed, dispatches only the remainder, replays failures, and confirms the results reached their destination.
- Property data explorationAnswers questions about public property and business data in plain language — appraisal and parcel records, permits, registered companies, contractor reputation, geographic filters and the schema behind them — by driving the published tool surface rather than writing queries by hand.
- Public record ingestionBrings a jurisdiction's public data online: discovers the sources, collects and validates them, loads and reconciles them into the query store, then publishes the jurisdiction's query table and coverage record and wires both into the tool surface.
- Question answeringResolves which approved source actually holds a figure, queries it live, and turns the verified answer into a secure, shareable, refreshing report.
- Report catalogBuilds and maintains the single page where existing reports are registered and found, with a command-line path for registering a new one.
- Search to productionTakes a retrieval system from a local prototype through to production: the index model, the migration off the local store, historical backfill, live ingestion per source, and the instructions an agent needs to use it.