Built for insurance. Native to AI.
Insurance specialists and AI engineers building agents for the way US carriers, MGAs, brokers and TPAs actually work.
Adding AI to old workflows gives you a faster old workflow.
AI-native transformation starts from a different question: if an agent can read every document and prepare every file, how should the work be designed? That is how we engineer.
Four things changed at once.
Every seat in the US market has a different bottleneck.
We start from the workflow of the people who write the risk, place it, service it and pay it — then build the agent that removes the friction.
Agents that work alongside your underwriters, adjusters and operations teams.
Broker emails, ACORD forms, SOVs and loss runs arrive in every format. Agents read, extract, clear and rank them before an underwriter opens the file.
We integrate. We don't rip and replace.
Agents sit on top of the policy, billing, claims and agency systems you already run — reading from them, writing back to them, and leaving your system of record in charge.
AI you can explain to your board, your auditors and your regulator.
US insurance AI is regulated state by state. We build to that reality from the first line of code — not as a review at the end.
Built for surge, not just steady state.
Hurricane, wildfire, convective storm. When claim volumes spike tenfold overnight, agents absorb the intake, triage severity and keep adjusters on the losses that need a human — while exposure summaries flow straight to your reinsurance team.
What AI-native transformation looks like in practice.
Real problems from across the value chain, the way we solve them, and the results we design for.
AI-native core modernisation and autonomous claims orchestration
Many carriers, MGAs and TPAs are stuck at the “AI-enabled” stage. They buy bolt-on tools — basic OCR on emailed claim PDFs — but the extracted data still lands in disconnected silos, because the policy, claims and billing systems underneath were never built for it.
Adjusters copy data by hand, check policy rules across several screens and wait weeks for manual fraud reviews. That weight of legacy technology drives up loss adjustment expense and squeezes margins.
We turn existing systems into one AI-native insurance operating system — a unified, governed data layer on top of the infrastructure you already run, without a rip-and-replace.
One workflow. Six weeks. A result you can measure.
Insurance people and AI engineers, at the same table.
Decades across carriers, brokers and technology — with engineering delivered by our capability centre in India through neurogent.tech.




Engineers build it. Insurance specialists shape it.
Former underwriters, adjusters, actuaries and compliance leads sit inside every engagement — so the agent is designed around how the work is really done.
Bring us one workflow. We'll show you the agent.
A 30-minute call with someone who knows both the insurance and the engineering. No slideware.
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