Forward Deployed Operations

Harper is an AI-native commercial insurance company in San Francisco. We're not bolting AI onto insurance — we're rebuilding the entire business as software, on a simple bet: turning expert human judgment into compute is one of the largest transitions left to make, and a trillion-dollar industry still run 90% by hand is the place to prove it. We've grown ~100x in the last year and we move at that speed — on-site, in person, long days, very high standards. Almost no one joins Harper for insurance ; they join to build the company that replaces how it works.

A trillion-dollar industry runs on knowledge nobody wrote down — what the data means, what the operation actually needs, what users are motivated by, and where the leverage hides. This role synthesizes those disconnected streams into one thing: a clear read on the most important problem to solve next. Then you build the thing that solves it.

You'll embed with the operators who run Harper — sales, service, underwriting, carrier relations — learn the operation end-to-end, find the 20% of friction causing 80% of the drag, and ship the thing that removes it. One day you're chasing a stalled quote with an underwriter. The next you're shipping the automation that makes sure no quote stalls again. The day after, you're on a customer call, feeding what you heard into a product spec. You run the operation and you improve the operation — both, always. It takes a curious, analytical mind, sharp product intuition, and genuine empathy for the people doing the work.

Find the leverage. Sit with operators, watch the work, and surface the automations nobody built because nobody knew they were possible yet.

Run the operation. Underwriter follow-ups, carrier communications, customer calls, keeping deals moving through the pipeline. You're in the work, not above it.

Build fast. AI agents, internal tools, workflow automations — prototype in days, ship in weeks.