CLUSTER INSURANCE-POLICY-POWERED · 33 ENTRIES · EARLIEST ENTRY 2025-03-15
AI insurance claims platforms
This cluster consists of AI-powered insurance platforms focused on claims processing, policy management, quote generation, and fraud detection. Entries appeared intermittently between March 2025 and July 2026, with a few months containing multiple entries and several months with none. The traction leaders, based on activity signal, are riseinlevel-5, ClaimChain, and ClaimSense, though all show 0 stars. The cluster also includes 10 members without source dates.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 2 ai-built · 2 hand-coded · 16 unlabelled
Operator · 8 hobby · 12 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 01medpass-AI6★22 daysliveHealthcare platform that automates insurance approvals, tracks hospital discharge blockers, and creates anonymous operational datasets for researchers and underwriters.
- 02insurance-adjuster-ai0★1 day—AI tool that auto-generates insurance loss reports for insurance adjusters.
- 03underwritinglifeinsurance0★25 days—hobbyWeb application that automates life insurance underwriting by scoring applicant risk, approving or rejecting policies, and displaying analytics dashboards.
- 04travel_reimbursement_agent0★6 days—Agent that automates travel reimbursement claim preparation for employees.
- 05InsuranceClaimAutomation0★4 days—hand-codedhobbyAI-powered insurance claim verification system that extracts medical bill information, checks policy requirements, and generates claim approval or rejection reports.
- 06clerk-supabase-app0★18 days—Web app for handling employee childcare reimbursement claims by reviewing AI-generated assessments and approving requests.
- 07ClaimChain0★1 molivehobbyAn insurance claims platform that uses machine learning to assess fraud risk and triggers automated escrow payouts via smart contracts.
- 08riseinlevel-50★1 molivehobbyMicro-insurance platform that provides automatic payouts for parametric policies.
- 09Project_Atlas.071★2 moliveAI platform for insurance restoration that connects claims, documents, and data for querying.
- 10carerights-ai0★1 molivehobbyAI web app that analyzes health insurance cases through multiple reasoning agents and shows where they agree.
- 11ClaimSense0★1 mo—hobbyAI-powered claim processing system that automates intake, analysis, and decision workflows for insurance claims.
- 12AuraQx0★24 days—hobbyAI agent that accelerates surgical pre-authorization by processing medical reports and verifying insurance policies in real time.
- 13warranty-claim-ticket-portal-go-fiber-v2026-b610★1 mo—Automates warranty claims and service ticket management for enterprises.
- 14insurance-claims-vision-assessor-rails-ticketing-v2026-b570★1 mo—Automotive insurance claims system that uses computer vision to assess damage and process claim tickets.
- 15payer-clinical-agents0★1 molivehand-codedAI platform that monitors payer policy changes and identifies clinical growth opportunities, with human approval for actions and grounded answers.
- 16insurance-claims-vision-assessor-rails-ticketing-v2026-b550★1 mo—Automotive insurance enterprise system that adjudicates claims and assesses vehicle damage using computer vision from submitted images.
- 17InsureX0★2 mo—ai-builthobbyAI-driven insurance platform that compares policies and explains coverage in plain language to help people choose insurance.
- 18ai-claim-assist0★5 moliveai-builtAI copilot that guides insurance claim agents through intake, damage assessment, cost estimation, and approval decisions.
- 19ClaimTech-APA0★7 mostale—A claims management system for processing and handling insurance claims.
- 20insuranceClaimAI0★10 mostale—AI application that automates medical insurance appeal drafting with evidence traceability and multi-agent reasoning for patients and providers.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.