Three Tools.
One Secure Foundation.
Knowledge Base RAG, Security Layer, and Document Analyzer — three purpose-built products that share the same distillation pipeline, the same trust boundary, and the same six security principles. No bolt-ons. No exceptions.
At a Glance
Pick where to start.
Each tool is a standalone product — use one, use all three, or combine them into a single AI stack your whole org can trust.
Tool 01
Knowledge Base RAG
One knowledge base, two audiences — internal teams and customers.
- Natural-language search
- Role-scoped results
- Full audit trail
Tool 02
Security Layer
Automatic PII stripping, IP anonymization, and sensitivity classification on every query.
- PII detection on egress
- IP anonymization in context
- Enforcement inside the pipeline
Tool 03
Document Analyzer
Ingest thousands of documents in any format and query them in natural language.
- Any format supported
- Auto-classified on ingestion
- Searchable in seconds
One Knowledge Base.
Every Audience Scoped Correctly.
A retrieval system powered by your entire organization — manuals, policies, code, contracts, and tickets — serving both internal teams and external customers from the same secure foundation.
How It Works
Ask. Retrieve. Answer.
Every question flows through the Sorvian pipeline before anything reaches a frontier model. Context is assembled from your connected sources, scoped to the requesting user, and sanitized at the boundary. The answer comes back with sources, citations, and an audit entry.
User Query
“What's our policy on contractor NDAs for overseas engagements?”
Role-Scoped Answer
Contractor NDAs for overseas engagements require the standard MSA addendum plus jurisdiction-specific clauses — see the approval workflow in the legal handbook.
Sources cited. Role-scoped. Proprietary IP never reaches the frontier model.
Two Audiences
Same foundation. Different experiences.
One knowledge base serves both sides of the org — with authorization and scoping baked in, not stapled on.
Internal Teams
Employees query internal IP
Engineering & Product
Query architecture docs, codebases, ADRs, and runbooks in plain language. Schematics stay protected, answers stay in scope.
Legal & Compliance
Pull from contracts, policies, and regulatory guidance with confidence that redactions follow role, not guesswork.
HR & People Ops
Surface policy answers for employees while keeping individual records restricted to the right roles.
Customer-Facing
Customers get instant answers
Support & Success
Deliver instant, accurate answers drawn from product documentation — without ever exposing proprietary IP.
Self-Serve Help
Power public help centers and chat with a knowledge base that stays current with every internal doc update.
Ticket Deflection
Reduce support load by answering the routine questions before they become tickets — with sources cited.
Capabilities
What you get out of the box.
Retrieval
Natural-language search across every source
Ask questions the way you'd ask a colleague. The pipeline assembles context from every connected knowledge source — no query syntax, no keyword hacking.
Governance
Role-scoped results on every response
The same query returns the right answer for each user. Redactions happen in-flight, before the response is ever composed, not after.
Accountability
Audit trail on every retrieval
Every query, every source, every frontier-model call is logged. Replay any interaction to understand exactly what happened and why.
Trust
Proprietary IP stays proprietary
Customer-facing deployments use your internal knowledge to inform answers without exposing source documents, codenames, or protected identifiers.