Turn your documents into deployable intelligence.
re:intel builds domain-locked knowledge bases from your document inventory — every answer grounded, cited to the printed page, and confidence-scored — then ships the RAG, CAG, and fine-tune datasets and validated exam banks that consume them. With a signed quality certificate on every build.
See a certified build Request a licenseWhy teams certify with re:intel
Grounded
Every answer traces to a source document and printed page. No answer without a citation — questions outside the corpus are refused, not improvised.
Certified
A signed quality certificate ships with every knowledge base: grounding rate, citation coverage, confidence calibration. Put a number on what your AI knows.
Local-first
Runs on open models by default — no third-party token cost, and fully deployable inside your own environment for sensitive corpora.
Beyond chat
The same certified corpus powers RAG and CAG pipelines, fine-tune datasets, and validated exam banks for training and compliance testing.
From inventory to certificate
- 1 — Inventory. Drop your documents — manuals, procedures, regulations, corpora. re:intel indexes them page by page.
- 2 — Build. The platform constructs a domain-locked knowledge base: chunked, embedded, grounded, confidence-scored.
- 3 — Verify. Automated grounding and citation audits run against the corpus; failures are surfaced, not hidden.
- 4 — Certify & ship. The signed certificate is issued and the knowledge base deploys — with its RAG/CAG/fine-tune artifacts and exam banks.
Frequently asked questions
What does re:intel produce from my documents?
A domain-locked knowledge base with grounded, page-cited answers — plus RAG and CAG corpora, fine-tune datasets, and validated exam banks that consume it.
What does "certified" mean?
Each build ships with a signed quality certificate covering grounding rate, citation coverage, and confidence calibration.
Do my documents leave my infrastructure?
No — re:intel is local-first, runs on open models by default, and can operate entirely inside your environment.
What is a domain-locked knowledge base?
One that answers only from your corpus and refuses questions outside it — the property that makes output auditable and certifiable.
How is it licensed?
Free evaluation on your own documents; production knowledge bases are licensed per domain — request a license.