About Compiled — Compiled

Compiled began with a question put to more than fifty security and compliance leaders — across global banks, hospitals, and fast-moving startups: where are you most exposed, and why can't today's tools close it?

The same answer came back. They could write any rule and buy any AI tool — and still only inspect a fraction of what mattered, after it had already happened, while their data sat in someone else's cloud. And now autonomous AI agents were acting faster than anyone could watch.

The gap wasn't a missing feature. It was the architecture. Compiled was built to close it: a behavioral immune system that inspects everything, in real time, inside your own walls — and gets sharper every day.

The team

Built by people who understand the problem deeply.

Compiled is a company of mathematicians, security engineers, and compliance practitioners. The founding research drew on deep expertise in high-dimensional statistical learning, enterprise security architecture, and the regulatory obligations that govern financial services and healthcare. That combination — rigorous mathematics plus hard-won operational knowledge of what actually runs in regulated environments — is what makes the product possible.

Mathematics and detection research

The core detection engine is the product of applied mathematics: high-dimensional geometry, statistical calibration, and rigorous evaluation methodology. Detectors are validated against held-out data and hard negative tests before any library update ships.

Security engineering

Every architectural choice — in-tenant deployment, zero data egress, signed-update supply chain, JIT access — was made by engineers who have built and run security infrastructure inside regulated enterprises. The posture is structural, not rhetorical.

Compliance and regulatory depth

The team includes practitioners who have worked inside the compliance and surveillance obligations Compiled addresses: off-channel enforcement under SEC / FINRA, MiFID II market-abuse obligations, HIPAA safeguards, and the emerging AI governance frameworks. We understand what the examiner actually asks for.

Leadership and backing

We share detailed founder and leadership bios, advisor profiles, and backing information with prospective design partners and enterprise evaluators as part of a vendor review. We do not publish them on the public site.

If you are conducting a vendor evaluation and need to understand who is behind Compiled — founders, key advisors, and the backing behind the company — contact us. We are happy to provide that information under NDA as part of a standard security and vendor review.

Request leadership and backing information

Careers

Work at Compiled

We are a small team turning hard mathematics into a security architecture enterprises can trust. If you want your work on high-dimensional geometry and statistical learning to run, in real time, inside the world's most regulated organizations — we should talk.

Research Engineer — Behavioral Geometry

Remote (global) · Research

Turn a described behavior into a precise, efficient recognizer. You will work where high-dimensional geometry, statistical learning, and production systems meet.

What you’ll work on

Develop and validate methods that separate genuine risk from innocent look-alikes in very high-dimensional spaces.
Drive detection quality and calibration — holding false positives down as coverage scales to everything.
Ship research into a system that runs in real time, inside customers’ own environments.

What you bring

Deep grounding in linear algebra, high-dimensional geometry, and statistical learning theory.
Fluency with numerical optimization and rigorous, honest empirical evaluation.
The taste to make sophisticated mathematics simple, fast, and reliable in production.

Apply

Applied Mathematician — Detection & Calibration