Bring AI into live delivery through forward-deployed teams that enhance existing workflows and accelerate outcomes.
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Results from partnership with global insurance carrier with $20B premium

acceleration in SDLC
reduction in underwriting work
reduction in time to quote
increase in UW’s bind ratio
Embedded engineers who ship software faster using AI-native delivery, with quality controls and weekly output you can see.

Hands-on coaching that changes daily habits. Better tool use, stronger reviews, clear stop rules, and fewer defects.

A rollout plan that sticks. Where AI matters, what to standardize, and a pilot with metrics that prove value.

Modernize legacy systems while still shipping features. Migrations and refactors with controlled rollout and stability tracked.

Build AI into real workflows. Intake, triage, decision support, and automation with audit-friendly design from day one.

Fix the data layer so systems are trustworthy. Shared definitions, clean pipelines, lineage, and metrics people believe.


Turn messy submissions into an underwriter-ready case file with the right fields, evidence, and a clear list of what’s missing.

Give partners a clean, consistent way to connect to your systems through stable, well-governed APIs that don’t break every time you change something.

Automatically test premiums across real-world quote scenarios so rating changes ship faster without surprise regressions.

Modernize legacy mainframe systems in phases while preserving business logic, reducing risk, and creating a clear path to more flexible platforms.

Spot subrogation opportunities earlier and package the evidence so adjusters can pursue recoveries with less manual work.

Enable quote, bind, and service through conversational experiences that are grounded in real system actions and protected by clear guardrails.
Practical modernization starts with a clear first move. Let’s identify it together.
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