Make underwriting decisions in half the time
A specialty insurer
A specialty insurer could free its underwriters from clerical work. The idea: an assistant that assembles each submission, pulls the third-party data, checks it against the guidelines, and hands the underwriter a complete file with a recommendation.
The opportunity
Underwriters can spend more time assembling files than judging risk. Submissions arrive incomplete, third-party data is scattered across portals, and guideline checks are done from memory. The opportunity is to take the clerical work off the desk so skilled people focus on the calls that need judgment.
Target outcome
faster underwriting decisions
What we would build
No black box. These are the concrete pieces we would put in place, in the order they matter, with a human in the loop wherever the stakes are high.
- 1
Assemble each submission from any channel into one structured application record
- 2
Pull the third-party data the decision needs, from credit and claims history to property and risk signals
- 3
Check the file against the underwriting guidelines and surface the factors that drive the risk
- 4
Draft a decision and pricing recommendation with the reasoning and the rules that applied
- 5
Route the clean cases to fast-track and the close calls to a senior underwriter for a second look
- 6
Log every input, rule, and decision so the underwriting path stays consistent and reviewable
Representative stack
We choose tools to fit the job and your constraints, and favor open-source and local options where they fit. We are not tied to any one vendor.
Time to value
We start narrow, prove the result against your real baseline, and expand once it holds.
More ideas
Cut loan document review from days to hours
A specialty lender drowning in manual document review on every loan file could turn that work over to an agent. The idea: extraction and reconciliation that reads the package, checks it against policy, and surfaces only the exceptions an analyst needs to decide.
Give clinicians two hours back per day on prior-auth
A multi-site health system losing clinician time to prior-authorization paperwork could hand that work to an assistant. The idea: draft requests from the chart, grounded in payer rules, with a clinician sign-off built in.
Clear shipment exceptions before customers notice
A third-party logistics operator handling shipment exceptions by hand across many systems could automate the routine ones. The idea: an agent that watches shipments, reads the documents, resolves routine exceptions, and keeps customers updated on its own.
Want to put this idea to work in your business?
Take the assessment. We start from the outcome you need and turn it into a fixed-price plan in one working session.