The underwriter now reads submissions in minutes
the underwriter now reads submissions in minutes: de nexus’ deRISK agent takes raw documents to a full actuarial output in minutes where a manual cyber assessment ran 10 to 30 hours, and agents already pull credit, claims and medical records to bind simple policies on their own.
insurance headcount stayed flat — the work just moved to the boundary cases.
Context
De Nexus's DeRISK UWA product pages describe five specialist AI agents, coordinated by an orchestration agent, taking an operational technology cyber submission to full actuarial output in 10 to 20 minutes (DeRISK UWA data sheet, May 2026).
Actuary.info (May 18, 2026) says Lexington processed 370,000 submissions in 2025 with no added underwriting headcount, and a separate piece (May 2, 2026) reports AIG Assist delivering a 40 percent binding lift in Q1 2026.
The agents-to-actuarial-output claim matches De Nexus, which says 10 to 20 minutes. The manual benchmark of 10 to 30 hours was not seen in the sources read, so unsupported here, not refuted. The flat headcount point is supported for Lexington specifically, not for the insurance industry as a whole, and 'agents pull credit, claims and medical records to bind simple policies' was also not seen in the sources read, so unsupported here, not refuted.
Related work
Watch next
- Find a source for the 10 to 30 hour manual cyber assessment time.
Sources
- De Nexus, DeRISK UWAdenexus.io
- De Nexus, DeRISK platformdenexus.io
- Actuary.info, AIG Assist Q1 2026 binding lift, May 2, 2026actuary.info
Provenance
The note above is reproduced unedited from the original post, first published on Threads on 2 October 2026 at 01:48 IST. Sources are the papers and datasets the note draws on.
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