In development
AI agents for regulated workflows
A family of human-in-the-loop AI agents for the document- and image-heavy work regulated organizations run on — each governed, auditable, and deployable privately or on-premise. Five are taking shape first, where demand is sharpest and our experience runs deepest.
How they run
A person in the loop, a record throughout.
Intake
Retrieve & draft
Human review
Act & record
The first five
Where demand is sharpest.
Prior authorization agent
Retrieves the record, drafts the determination, and routes every decision for human review, cutting the turnaround that holds up care while leaving a trail payers and providers can audit.
Claims & appeals agent
Works claims, denials, and appeals end to end: assembles the evidence, drafts the response, and flags what needs a person — built for payment integrity and a defensible record.
Eligibility & benefits agent
Verifies coverage and benefits in real time across plan and provider data, clearing the front-office checks that stall scheduling and billing.
Clinical-data verification agent
Auto-verifies lab and clinical results against encoded rules and routes exceptions through structured review — the workflow we built for Calamine, generalized into an agent.
Document & image intake agent
Reads forms, faxes, records, and images directly with multimodal vision, extracts what matters, and verifies it on the record — built on the capability proven in Contentine.
The standard
Held to the same standard as the rest of our work.
Every agent holds to the same standard as the rest of our work: a person in the loop, a tamper-evident record of each decision, and models that run under the organization's control.
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Let's build it right the first time.
Tell us about your platform, integration, or AI initiative — and what it takes to clear review and run in production.