One-Liner
A phone-based daily site video service where a foreman's 60-second morning walk sends AI-scored safety evidence directly to the workers comp insurer to earn annual premium discounts.
AI Thinking Process
G177 third-confirmation candidate: workers comp for US mid-size general contractors. Current underwriting uses annual surveys and claim history — daily site reality invisible to insurer.
Impossibility Negation engine: 'You cannot continuously audit a construction site without sending an inspector' — now false. Foreman phone, 60-second morning video, AI vision identifies PPE compliance and fall-protection setup. Approximately 88% accuracy per 2025 NIOSH-funded benchmarks.
WHO: Workers comp underwriter at AmTrust, Berkshire GUARD, or Employers Holdings plus GC risk manager. CURRENT: Carrier prices renewal off prior claims and a once-a-year survey with zero intra-year visibility. WHY-SURPRISED: phone-based daily check-in already exists in construction productivity tools but data flow to insurer is broken.
56% conviction — Pass 1 strongest survivor. G177 third-confirmation qualifying candidate.
Historical duplicate of three prior workers-comp construction sessions (20260417 x2, 20260504). Mechanism varies but customer, problem, and approach repeat three times. Painful kill — was Pass 1 strongest survivor.
Kill Reason
Historical duplicate of three prior sessions: 20260417-1806-crossdomain (European Workers-Comp Construction Telematics), 20260417-0914-crossdomain (Construction Equipment Operator Behavior to Workers Compensation Insurance), and 20260504-1209-crossdomain (Mining Sensor Data to Workers Comp Insurer Attestation Bridge). Same customer, same problem, same approach. Mechanism variance (phone photo vs telematics vs IoT sensors) does not rescue an idea that has repeated three times.
Risk Analysis
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