The platform
One private workspace that answers from your own knowledge, computes real dashboards, and gives your security team full control.
Four pillars
Built around what enterprises actually need.
Every pillar is a real, working part of the product — not a roadmap promise.
Grounded answers
Every answer cited. Every claim checkable.
DARA answers in plain language, grounded in your own documents and data — with inline citations linking back to the exact source. No source, no guess: DARA says so instead of making something up.
- Inline citations to the exact source, on every answer
- Refuses gracefully when your sources don't support a claim
- Retrieval and reranking tuned specifically for enterprise accuracy
- renewal-agreement.pdf
- legal-wiki › commitments
- terms-summary.docx
Instant dashboards
From question to dashboard in seconds.
Ask about trends, breakdowns, or KPIs and DARA computes live charts directly from your datasets — not from what a model imagines your numbers might look like.
- Charts and KPIs computed from your live data, deterministically
- Works with any dataset and schema — nothing pre-configured
- Export, save, and build on every visualization
Auto-generated dashboard
+24%
vs. previous period
3.2x
top segment lead
Breakdown by segment
Trend over time
Connect any source
All your knowledge, one private brain.
Documents, spreadsheets, wikis and business systems become one governed knowledge base. DARA ingests your formats, keeps content fresh, and respects the permissions you already have.
- Documents, spreadsheets, wikis, notes, and more
- Continuous sync keeps every answer current
- Access control follows your existing roles automatically
Private by design
Enterprise-grade. GDPR-compliant. EU-hosted.
Strict tenant isolation, single sign-on, role-based access control and audit logs — with EU data residency and a hard commitment that your data never trains foundation models.
- SSO, RBAC, and append-only audit logs
- EU data residency with strict tenant isolation
- GDPR data export and right-to-erasure built in
Security controls
Under the hood
The engine behind every grounded answer.
A four-step pipeline designed so hallucination is architecturally difficult, not just discouraged.
- 1
Retrieve
Your question is matched against your knowledge base to find the passages most likely to contain the answer.
- 2
Rerank
A dedicated reranking step re-scores every candidate passage for precision, filtering out anything only loosely relevant.
- 3
Ground
The model answers strictly from the surviving evidence — never from memory — and declines when the evidence is insufficient.
- 4
Cite
Every claim in the answer is linked back to the exact source passage, so it's checkable in one click.
Model choice
The right model for the question, automatically.
DARA routes between a fast everyday model and a deeper reasoning model depending on the question's complexity — your team gets speed for quick lookups and depth for hard problems, without switching anything themselves.
- Fast responses for everyday questions
- Deeper reasoning automatically applied to complex questions
- New models added as they qualify — never locked to one vendor
Connectors
Bring your knowledge as it already exists.
No migration project, no reformatting — DARA meets your data where it lives.
- PDF
- Word
- Excel
- PowerPoint
- OneNote
- CSV
- Images
- Code files
New connectors ship continuously — ask us about a source not listed here.
See the platform on your own data.
Book a walkthrough with your own documents, or start exploring DARA right now.