Insights

What we have learned shipping AI in regulated insurance.

Whitepapers, field notes, and case studies on agentic AI for specialty underwriting.

Whitepapers

Reference architectures, methodology, and frameworks from our team.

Contradictions as Signals: A Reference Architecture for Agentic Specialty Underwriting

How an agentic engine reads the full specialty submission, treats conflicts between documents as first-class signals, and hands the underwriter a decision memo they can defend.

Specialty UnderwritingRead

Articles & field notes

Short reads from our partners and senior operators.

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Article

5 min read

The Yukthi Framework: Delivering AI Value Across the Insurance Value Chain

Risk loses its reasoning at every handoff from submission to claims. The Yukthi AI framework restores it: a canonical risk record that carries context across the value chain, and three reasoning layers that turns it into auditable decisions.

PerspectiveRead

Article

17 min read

AI in Insurance Underwriting: What Actually Changes and What Doesn't

Every AI vendor claims to be transforming underwriting. Few of them have sat in an underwriting room. This article separates what AI genuinely changes in the underwriting workflow from what still requires experienced human judgment.

Insurance UnderwritingRead

Article

13 min read

Health Pre-Authorisation Automation: What "Under 2 Minutes" Actually Requires

Health pre-auth is one of the highest-volume, most consequential workflows in insurance ops. Getting it wrong affects patient outcomes, not just operational metrics. This article explains what AI-driven pre-auth actually requires to work in production.

LeadershipRead

Case studies

Specialty underwriting in practice.

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Case study

5 min read

Illustrative walkthrough: a D&O renewal, read in full

A synthetic D&O renewal shows how Yukthi surfaces an undisclosed claim, checks appetite and authority, and refers a defensible recommendation to the underwriter.

D&O · Renewal underwritingRead

What we have learned shipping AI in regulated insurance.

Whitepapers

Contradictions as Signals: A Reference Architecture for Agentic Specialty Underwriting

Articles & field notes

The Yukthi Framework: Delivering AI Value Across the Insurance Value Chain

AI in Insurance Underwriting: What Actually Changes and What Doesn't

Health Pre-Authorisation Automation: What "Under 2 Minutes" Actually Requires

Case studies

Illustrative walkthrough: a D&O renewal, read in full

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