Example work
Most of our work ships under NDA. These are representative engagements with identifying details removed. Each case study shows the problem we were brought in to solve and the outcome the team could take forward.
- AI Agents · Platform
A production AI agent platform, zero to live in a month
A custom, production-grade AI agent platform built from scratch and shipped to production in one month — after a previous team spent 8+ months and shipped nothing.
- The challenge
- A company had spent more than eight months with a previous team trying to build an AI agent platform, and had nothing in production to show for it. Scope had sprawled, the architecture hadn't settled, and confidence was gone. They needed a working, production-grade system — quickly — and a team that could make decisions and ship.
- The outcome
- Zero to live in production in roughly one month.
- Crypto · Infrastructure
Cutting tens of thousands per month in excess RPC spend
An infrastructure and code audit for a crypto company that uncovered a bug driving tens of thousands of dollars per month in unnecessary blockchain RPC costs.
- The challenge
- A crypto company's infrastructure bill kept climbing, with blockchain RPC (node) usage as a large and growing line item. The spend was far higher than the product's actual on-chain activity justified, but the root cause wasn't obvious from the dashboards.
- The outcome
- Pinpointed a bug causing tens of thousands of dollars per month in excess RPC spend.
- Health-Tech · AI
Kayak-style clinical search for prescription options
A clinical search platform that uses AI agents and RAG to recommend and compare prescription options against ICD-10 code indications.
- The challenge
- Clinicians needed a fast way to find and compare prescription options against the right ICD-10 indications — work that otherwise meant slow, manual cross-referencing across multiple sources, with little support for comparison.
- The outcome
- A working clinical search and comparison platform built on AI agents, RAG, and ICD-10 matching.