Parcha is now Grep AI.

We retired Parcha’s original product line to focus on Grep AI, a new platform for automating research-intensive, high-stakes knowledge work with AI agents.

Grep combines over 250 skills, 100 trusted data integrations and state-of-the-art deep research and due diligence capabilities into a custom agent harness that picks the best frontier or open-source model at every step.

Banking & Fintech Partners: Our commitment to accelerating compliance workflows hasn’t changed. Grep AI agents are already automating compliance work across multiple global fintechs and banks.

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New product: Grep AI

Accelerate the work you can’t get wrong.

Grep turns the high-stakes knowledge work that slows down your business into custom AI agents that help you scale. Agents break in production for three reasons: wrong answers, loose access to data, and runaway spend. We engineered against all three.

250+ built-in skills·99.7% accuracy·5× more output per $

01 · Reliability

99.7%

Accuracy

Built for high-stakes work

We built Grep AI from over three years of experience serving global financial institutions. It keeps every agent’s output reliable, consistent, and accurate.

02 · Security

100%

Data control

Your data is yours

We don’t train on your data. Agents reach it through an isolated proxy, so they never see your credentials. Every call is scoped, logged, and revocable.

03 · Economics

5×

Output per dollar

Maximize your AI budget

The Grep AI agent harness routes each step to the right model, frontier or open source, so the same budget runs every case instead of a sample.

See Grep for Business ↗

Origin

The story behind Parcha Labs

Our mission is to help humanity accelerate high-stakes work where money, reputation, or regulations are on the line.

Built from first-hand experience

We ran compliance, risk and infrastructure at Brex. Every new cohort of customers arrived faster than the review team could clear it, so onboarding backed up behind people reading PDFs.

Automation changed the math

We automated those review workflows and grew onboarding 10x in a year. Software that knew one domain cold beat any general tool we pointed at the same job.

Parcha put it in production

We took the architecture to banks and fintechs: persistent memory, narrow specialists, every claim traced to a source. It survived the hardest reviews in financial services, and the audits after them.

Grep is the same engine, aimed wider

Compliance is one kind of work that has to be right. Grep runs the architecture we hardened on diligence against research, investigations, and everything downstream of a hard question.

500K+

agent runs in production across regulated industries since 2023.

Engineering