Manual vetting
Bills checked line by line against tariffs and benefits.
AI for insurance. Faster claims without loosening control.
Claims, bills and renewals follow rules, but the evidence arrives in PDFs, photos and messages. We build systems that extract, check and prepare it, so vetters and underwriters spend their time on judgment, not retyping.
Where the time goesFamiliar problems.
Familiar problems.
Fixable ones.
Scattered claim channels
Claims arrive by WhatsApp, email, branches and portals, each tracked differently.
Deadlines you must prove
Supervisors expect acknowledgement and settlement within set times, with records to show it.
Example workflowsInput, AI, output.
Input, AI, output.
A person decides.
Three examples of what we would build. Each one keeps people responsible for the decisions that matter.
- (01)
Medical bill pre-vetting
- Comes in
- Provider bills, tariffs and member benefits
- AI takes on
- Checks tariffs, eligibility, duplicates and benefit limits
- Comes out
- A pre-vetted bill with flagged lines
- Person decides
- A vetter approves or adjusts every bill.
- (02)
Claims intake queue
- Comes in
- WhatsApp, email and branch submissions
- AI takes on
- Extracts details, chases missing documents and starts the clock
- Comes out
- One queue with deadlines visible
- Person decides
- Claims staff own every decision.
- (03)
Renewal and payment matching
- Comes in
- Policies due and payment records
- AI takes on
- Matches payments to policies and drafts reminders
- Comes out
- Renewals ready to issue on payment
- Person decides
- Finance confirms before cover is issued.
What we would build
Services that fit.
Take routine work off your teamDocument processing & OCRInvoices, claims and forms read, checked and filed.Take routine work off your teamAI workflows & integrationLanguage models built into the processes you already run.Take routine work off your teamBusiness process automationCoded workflows with monitoring, retries and an audit trail.Hand tasks to AI agentsPrivate AI on your own infrastructureOpen-weight models in your cloud or on your premises.
Data and controlBuilt for the rules
Built for the rules
you work under.
Insurers handle personal, health and financial data, often under supervisory guidance on AI and outsourcing. We design for human review of customer-facing AI output, keep data out of public AI tools and can host in your environment.
QuestionsInsurance,
Insurance,
answered.
Will AI approve or reject claims?
No. It prepares and checks; a person decides. That keeps accountability where supervisors expect it.
Can it read scanned bills and photos?
Yes, with accuracy measured on your own documents before go-live and uncertain fields routed to people.