Rivac LabsInsurance Underwriting Automation
Manual underwriting review is thorough but slow, and the backlog it creates costs insurers business to competitors who can issue a policy faster. This service builds AI-assisted underwriting workflows that pull and structure applicant data, flag risk factors, and route straightforward cases toward faster issuance, while keeping complex or high-risk cases in front of a human underwriter. It's for insurers and MGAs who want to speed up policy issuance without loosening the risk discipline that protects the book. Every automated recommendation comes with the underlying rationale and data behind it, so underwriters can quickly confirm rather than re-derive the assessment from scratch. The result is faster issuance on the majority of straightforward policies and underwriter time freed up for the cases that actually need judgment.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Diagnose current underwriting cycle time and identify which policy types are straightforward enough to accelerate safely.
- 2
Pilot the automated workflow on a subset of applications, run in parallel with manual underwriting to compare outcomes.
- 3
Review risk-flagging accuracy and issuance recommendations with underwriting leadership before expanding scope.
- 4
Launch with automated routing for low-risk cases and mandatory human review preserved for complex or high-risk ones.
What You Get
Deliverables from this engagement
- Automated underwriting workflow with risk-factor flagging
- Parallel-run comparison report against manual underwriting outcomes
- Fast-track issuance path for qualifying low-risk applications
- Underwriter dashboard showing the rationale behind every recommendation
- Ongoing monitoring of issuance speed and loss-ratio impact
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about Insurance Underwriting Automation