§ Retrieval-augmented document intelligence
From documents
to answers.
Point it at your contracts, papers, or reports and ask. Hominis answers only from what it actually found — with a citation for every claim, and an honest “the documents don’t say” when they don’t. ReAgent does the retrieval and runs the work in a sandbox.
- Grounded
- in your sources
- Cited
- claim by claim
- Honest
- about the gaps
- Private
- your data stays close
A search box finds passages. A chatbot sounds confident. Neither tells you when the answer simply isn’t in your documents. Document intelligence should read what you gave it, cite where it looked, and stop where the evidence stops.
01
Read, reason, and show the receipts
Three steps, one loop — from the passages it pulls, to the reasoning over them, to a claim you can trace back to the page it came from.
01
Retrieves what’s relevant
ReAgent indexes your corpus and pulls the passages that actually bear on the question — no answering from memory, no guessing past the evidence.
Powered by ReAgent
02
Reasons over the evidence
Hominis weighs what it retrieved and checks whether it’s enough. When the passages don’t support an answer, it abstains instead of confabulating one.
Epistemic honesty, by design
03
Cites every claim
Each answer carries a pointer back to the source clause, page, or paragraph — so a colleague, an auditor, or you in six months can check it in one click.
Traceable, every answer
02
What an honest answer looks like
The same restraint the Hominis model is known for, now pointed at your documents. Pick a case.
The question
What is the termination notice period in our master services agreement?
Hominis
Sixty days’ written notice, per §12.2.
It answers only from what it retrieved, and points you to the exact clause so you can verify it yourself.
The question
Does that agreement cover liability for third-party data breaches?
Hominis
The documents you’ve shared don’t address that.
Nothing in the corpus supports an answer, so it says so plainly instead of inventing a clause that isn’t there.
The question
Pull every renewal date across these 40 contracts into a table.
Hominis
Here’s the plan — ReAgent runs it in a sealed sandbox and shows its work.
Reasoning becomes code that ReAgent runs in a contained space, so every extracted value traces back to a source.
The reasoner
Hominis — built to know its limits.
A foundational reasoning model trained on high-signal knowledge, tuned to notice the edge of what it knows. It would rather abstain than hand you a confident fabrication — exactly the temperament document work demands.
Because the reasoning is already there, it adapts to a new domain — legal, clinical, financial — with far less data than starting from scratch.
The framework
ReAgent — retrieval and safe execution.
ReAgent indexes your documents, retrieves what matters, and runs any work the answer requires — extraction, tabulation, cross-referencing — inside a sealed sandbox it can’t break out of.
Every action is contained and repeatable, so a generated table or summary always traces back to the sources it was built from.
Stop searching.
Start asking.
Create an account and put your own documents to the test — grounded answers, honest gaps, and a citation behind every claim.