PRODUCT / CONTEXT STUDIO
Connect extracted assertions, passages, business terms, and structured metadata on a bitemporal graph with human-in-the-loop review.
Bundata Context Studio is the unified workspace where document extractions, source passages, verified business definitions, and database metadata meet. Investigate relationships on an interactive graph canvas, resolve contradictions in prioritized review queues, and publish curated context sets for search and AI agents.
MSA_Agreement_2026.pdf
Document · Version 3 · 40 pages
Contains passage → Smart Bite
§12.2 Termination · Page 4
Extracted assertion → Verified
Notice period: 30 days
Verified source quote:
p.4 §12.2 — “...either party may terminate upon thirty (30) days' prior written notice...”
Walk through an active extraction contract, inspect field coverage, expand document nodes on the bitemporal graph, and verify extracted assertions against their exact source quote.
SIX INTEGRATED WORKSPACES
Context Studio (/platform/context-graph) brings together six specialized tabs over a shared bitemporal graph and permission boundary. Every view enforces live collection access checks and preserves exact source provenance.
A bounded, tool-using chat agent sits beside a live context-graph canvas. Ask discovery questions across 1–5 collections using fused semantic and Hebrew/English BM25 retrieval, expand connections between entities and documents, and use @document, @tables, @rules, @history, and @sql mentions.
Trace any document, Smart Bite passage, or extracted assertion across bitemporal cursors ('True at' valid time and 'As known at' system time). Inspect exact source spans, document versions, page ranges, and verified source quotes in the Evidence Inspector.
Resolve signals that require human judgment: uncertain entity merges or splits, stale superseded documents, claim contradictions, low-confidence facts, table reconciliation mismatches, and OCR issues. Every decision writes an audited, reversible bitemporal assertion.
Maintain immutable, versioned business terms (with Hebrew and English aliases), verified answers with inline [1] passage citations, instructions, and read-only SQL query templates. Citations are continuously checked against source document currency.
Connect structured database schemas, tables, views, columns, join paths, and dbt models into the same graph. Link business terms to columns and run approved, parameter-bound SQL templates directly from the studio.
Detect knowledge gaps from real user questions and run bounded enrichment jobs that draft new terms, term updates, conflict alerts, and verified answers from changed documents—waiting in a review inbox for steward approval.
Query what was true in the business at a specific moment ('True at') alongside what the system knew at a given time ('As known at'). Reviewer corrections archive rejected assertions without erasing history.
Library entries and assertions store exact UTF-16 spans and SHA-256 fingerprints against document versions. When a source document updates or expires, affected context is automatically flagged for re-anchoring.
Block workflow publication when critical contradictions or stale-document alerts exceed your age threshold, and promote reviewed corrections directly into Eval Studio datasets.
END-TO-END FLOW
Context Studio turns isolated document extractions into governed organizational memory that powers Search & Answer and Agent Studio.
Feed schema-aligned fields, Smart Bites, and table facts directly into the context graph.
Inspect collection health, active extraction contracts, and document-level lineage.
Enforce access boundaries, audit logs, confidence monitoring, and release gates.
Inspect source evidence, curate verified business context, and ground your AI systems with Context Studio.
