Hesper launched AI agents that work an insurance claim from first notice to decision

Insurance carriers pay someone to work every claim that comes in. Simple ones go to an outsourced shop. That shop charges $1,500 to $2,500 to handle one claim, according to Hesper's own numbers. Hesper launched on Y Combinator on 5 November 2026 with AI agents aimed at that line item. Pankaj Dhariwal and Nitish co-founded the company. The launch page carried 11 upvotes at the time of writing.

Hesper's product reads the documents in a claim file. It verifies medical or repair providers. It collects missing records. It reads photos with location data. It maps the parties and their relationships. The output is an "adjuster-ready decision" with the evidence attached. The company says a human adjuster still signs off.

What the founders bring

Dhariwal ran engineering at Nanonets, a 2017 Y Combinator document-AI company. He grew that team from 7 to 25, per the launch page. Nitish ran go-to-market work at Super.AI and drove more than $4 million in annual recurring revenue at Nanonets. Both founders say they spoke to 25 claims teams before building. That research step appears on the launch page as a specific number.

The product is "live in production with paying customers", the page says. Hesper names no customer and no deal size. It is also "running pilots with carriers, MGAs and TPAs". MGAs are managing general agents, which write policies on behalf of a carrier. TPAs are third-party administrators, which handle claims for self-insured employers. Both are the customer profile for a per-claim outsourced service.

The traction number is $5 million in claims processed through Hesper to date. Hesper has not said how many claims that is, which classes, or the per-claim cost it charges its customers.

What an insurer can measure against

A carrier buying this needs one number. The number is the average cost to close a simple claim after the switch. Hesper's own framing gives the before number. Outsourced shops cost $1,500 to $2,500 per claim. It also says processing time moves from days to "minutes". The after number is what a carrier would run as a pilot and watch for a month.

Claim handling has a regulator. In the US, state insurance commissioners enforce unfair claims practice rules. An AI can close a claim in minutes. If it denies a policyholder incorrectly, the loss is the same as from a human adjuster. The regulatory consequences are the same too. A pilot can keep a human on the final approve-or-deny decision. That design leaves the carrier responsible for the call. Hesper says this is how its product is built.

The YC launch pattern is a thin version of a real round. There is no amount announced. The batch gives a founder about $500,000 and twelve weeks of structured work. What carries the story is the customer side: paying production customers, pilots named by category, and a before number a buyer can replace. The after number is the one the pilots will produce.

Source

Y Combinator: Hesper AI – AI agents that work every insurance claim end-to-end.