Your firm's knowledge
connected to any AI.
We index your firm's institutional knowledge, govern it, and connect it to whatever AI agent you already use — done-for-you, DMS-agnostic, deployed in your cloud.
Your history is the one asset
a competitor can't copy.
Everyone has access to the law and the market. You're defined by your work — the matters, positions, and judgment built over decades. Today it's trapped across systems, invisible to the AI you've invested in. We make it searchable, governed, and ready for any agent.
Index. Govern. Connect.
The foundation beneath whatever AI you choose — not another chatbot.
- Metadata & ethical walls
- Version lineage
- Cited retrieval layer
Index everything
Every PDF, Word file, scanned document, email and DMS record — structured with the metadata that matters: attorney, matter, practice area, version, date.
- DMS-agnostic
- Native + scanned parsing
- Continuous sync
Govern by design
Ethical walls, confidentiality, and access controls enforced on every request. Every answer traced to its source document.
- Ethical walls / MNPI
- Role-based access
- Full audit trail
Connect to any agent
Your knowledge flows into Harvey, Copilot, Claude, ChatGPT, or our Workspace via secure connectors, MCP, or API. Never locked into one vendor.
- MCP or API
- Model-agnostic
- B2B2C ready
One index. Any agent.
We power the AI you already bought. Switch or combine anytime — your knowledge layer stays put.
Exposed via MCP or API · permission-aware · cited
Every file, parsed and indexed.
PDFs, Office docs, scans and emails — normalized, OCR’d, embedded and governed. Watch a batch run end to end.
Batch processing
Run #4821 · onboarding ingest
Project_Atlas_SPA_v7.docx
iManage · 2.4 MB
Q3_Diligence_Report.pdf
SharePoint · 18.1 MB
Board_Deck_2024.pptx
Drive · 9.7 MB
Scanned_Signature_Pages.pdf
NetDocuments · 31.2 MB
Tax_Structuring_Model.xlsx
Box · 1.1 MB
Closing_Checklist.gdoc
Drive · 0.3 MB
Master_NDA_Template.docx
iManage · 0.6 MB
Curated sources, built on demand.
Go beyond governance — shape your knowledge into vertical, queryable data products, and pull in the public web whenever you need it.
Custom sub-indexes on demand
Shape your knowledge into vertical, domain-specific collections — by practice, matter, client or topic. Each is independently governed and queryable on its own via MCP or API.
Index & monitor the public web
Pull in public sources on demand — filings, regulators, news — and keep a watch on any page. We re-crawl and re-index automatically when content changes.
See and control your knowledge.
Not a black box. A management dashboard so your KM and innovation teams stay in control.
Query & retrieval analytics
What’s asked, what’s surfaced, where knowledge is thin.
Audit & lineage
Which user, via which agent, requested which data — and what was returned.
Coverage & gaps
What’s indexed and what’s pending, by practice group or office.
Versioning
Latest-version defaults with full lineage across document families.
Built for confidential knowledge.
Your most sensitive asset deserves more than a chatbot’s upload box.
VPC / in-tenant
Run the full stack inside your own cloud (AWS, Azure, GCP) or on-prem. Data never leaves.
Bring your own keys
Connect your own AI provider keys and control model spend directly.
Encrypted & private
TLS 1.2+ in transit, AES-256 at rest. Your data never trains any model.
Ethical walls / MNPI
Permission-aware on every query; matter-level exclusion and information barriers.
Full audit trail
Every access logged and citeable for compliance and defensibility.
Data residency, anywhere
EU and US options available out of the box — or a dedicated deployment in any country or region you require. GDPR-aligned, with DPAs and a no-training guarantee.
Done-for-you, start with a pilot.
Our forward-deployed engineers build and run it. Your team stays focused on the work.
Discovery
Assess your archive, DMS, language and security needs. ~1–2 weeks.
Onboarding
Parse, structure, de-duplicate and index — with full metadata.
Connect
Plug the layer into your chosen agent. Cited answers from your own work.
Live & growing
We keep it current and expand connectors and coverage over time.
Your history is your advantage.
Let's make it work for you.
We'll show you, on your own documents, what becomes possible.
Book a pilot