What you get
The Solution
Three services. Each one addresses a real problem with AI in production.
You control your data.
Talk to your documents in seconds. Ask questions, get answers grounded in your files—not generic AI guesses. The system runs on infrastructure you choose and is built on an open-source foundation you can inspect and extend. What you put in remains under your control—today and long-term.
Open Source Core
Transparent, auditable foundation. No proprietary lock-in, no opaque logic.
Self-Hosted
Runs on infrastructure you control. AWS, Azure, or on-premise.
Data Portability
Export everything. Standard formats. Leave anytime without losing work.
We show you what's grounded.
Every response tells you: this part comes from your documents, this part is general AI knowledge. Click any claim to see the original source. Know exactly where trust is warranted—and where you need to verify.
Source Transparency
Every claim linked to its origin. Document, page, paragraph.
Confidence Signals
Visual markers distinguish grounded facts from inferences.
Audit Trail
Complete provenance for compliance and review workflows.
We stress test the system.
Before deployment, we run your AI through controlled pressure tests. Long contexts, contradictory information, edge cases. You get a report showing exactly where the system holds—and where it starts to drift.
Shadow Probes
Diagnostic prompts that test limits without affecting users.
Drift Detection
Measure how behavior changes over long conversations.
Release Reports
CI-ready audits. No deployment without green status.
Different customers, different use cases.
Some need data sovereignty. Others need auditability. Many need both plus reliability guarantees. Let's figure out what matters most for your situation.
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