Custom AI & intelligent automation
Custom AI systems built inside your operation.
Documents in. Verified answers out.
Dense policies, contracts, and regulatory text turned into structured, queryable, citation-backed answers — with a verification workflow that gives every answer a human-signed audit trail.
01 What we deliver
Document intelligence, in full.
Purpose-built for the document-heavy heart of insurance, benefits, legal, and compliance operations.
- Document understanding pipelinesPlan documents, contracts, policies, and regulatory filings parsed into structured, queryable data — resilient to the formatting chaos of real documents.
- Grounded question answeringRAG and vector search over your corpus — every answer carries a citation to the exact page and section it came from, never invented.
- Verification workflowsReviewers click the citation, see the highlighted source, and sign off — turning AI research into an audit-ready human decision.
- Sensitive-data handlingPII and PHI redaction aligned to your policies, with sensitive work confined to your environment under the appropriate agreements.
- Claims & benefits depthPlan documents, adjudication rules, and coordination of benefits — domain expertise from building in this exact space.
02 How it runs
Scoped. Built. Handed over.
Every engagement runs under a master agreement with scoped statements of work — and closes with documentation and knowledge transfer your team owns.
01 · Ingest
Structure the corpus
Your documents parsed, sectioned, and indexed — with the lineage kept, so every fragment knows exactly where it came from.
02 · Ground
Cite everything
Answers grounded in retrieved sources with citations attached — accuracy measured against a gold set from your own documents.
03 · Verify
Put humans in the loop
The review-and-sign workflow embedded where your team already works — faster than manual research, stronger than unchecked automation.
Founder-led delivery
Scoped SOW per phase
NDA / BAA / DPA as required
Documented handover
03 The standard
Answers are only as good as their sources.
Every output is citation-locked to your documents, and every consequential answer is verified by a person who saw the source. That's what makes it usable in operations where a wrong answer has a cost.
04 Related services
Often paired with.
AI governance & assurance
The controls that make AI safe to run in a regulated operation.
Data & analytics engineering
Operational data turned into a governed foundation.
Turn your documents into verified answers.
Bring a plan document, a contract set, or a policy library. We'll show you what citation-backed answers from it look like.