Documents in. Verified answers out.
Dense policies, contracts, and regulatory text turned into clear answers that cite the exact page they came from, with a review step that gives every answer a person's sign-off.
Document intelligence, in full.
Built for the document-heavy work at the heart of insurance, benefits, legal, and compliance operations.
- Document processingPlan documents, contracts, policies, and filings turned into organized, searchable data, even when the originals are messy.
- Answers that cite their sourceEvery answer points to the exact page and section it came from. Nothing is invented.
- Review workflowsReviewers click the citation, see the highlighted source, and sign off, turning AI research into an audit-ready human decision.
- Sensitive-data handlingPersonal and patient data masked to your policies, with sensitive work kept inside your environment under the right agreements.
- Claims & benefits depthPlan documents, claims rules, and coordination of benefits, from experience building in this exact space.
Scoped. Built. Handed over.
Every engagement runs under a master agreement with a scoped statement of work for each phase, and ends with documentation and training your team owns.
Structure the documents
Your documents broken into sections and indexed, with each piece tracking exactly where it came from.
Cite everything
Answers drawn from your documents with citations attached, and accuracy measured against examples from your own files.
Put people in the loop
The review-and-sign step placed where your team already works. Faster than manual research, safer than unchecked automation.
Answers are only as good as their sources.
Every answer is tied to your documents, and every important answer is checked by a person who saw the source. That is what makes it usable where a wrong answer has a cost.
Often combined with.
Custom AI & intelligent automation
Custom AI built inside your operation, with checks and human accountability designed in.
AI governance & assurance
The controls that make AI safe to run in a regulated operation, with the evidence to prove it.
Data & analytics engineering
Pipelines, data platforms, and reporting built so the numbers agree with the source.
Turn your documents into verified answers.
Bring a plan document, a set of contracts, or a policy library. We'll show you what sourced answers from it look like.