Alex led PyTDC, an open AI data platform published at ICML 2025, used by 30,000+ people a month and by Google's Tx-LLM. Before Arcell, he built production data and ML infrastructure at Pinterest, worked at Cruise, and was part of a metrics-layer startup that was acquired. MIT computer science, with research at Harvard Medical School and MIT CSAIL.
AI data scientist for defense, physical AI, and enterprise operations
Defensible decisions in minutes, not months.
Arcell works across the systems you already run, connects the evidence, and does the analysis, so your team can act fast and stand behind every call.
Built by the creator of PyTDC (ICML 2025) · MIT · Harvard Medical School · Pinterest · Cruise
Arcell at work
Evidence-Burdened Vendor Dependency Analyst
Integration-Constrained Defense Logistics AI Product Owner
Readiness Recovery Lead
01 / Who it's for
One AI data scientist. Every system you run.
For the operators, engineers, and analysts who need answers that span systems no one ever connected.
Defense & national security
Readiness, logistics, supplier risk, and intelligence questions, answered across maintenance, supply, and mission systems.
Physical AI & engineering
Telemetry, test, and simulation data from robots, aircraft, and autonomous systems, turned into decisions engineers trust.
Enterprise operations
Supply chains, vendor dependencies, and operational risk, without another dashboard project.
Science & labs
Instrument, experiment, and lab-automation data, connected and analyzed end to end.
02 / How it works
From scattered data to a decision you can defend.
Connect
Plugs into your existing systems where they sit. No rip and replace.
Investigate
Plans and runs the analysis like a seasoned data scientist.
Decide
Every decision arrives with the evidence behind it, ready for review.
Every question it answers makes the next one faster.
03 / Team
Built by someone who's done this before.
04 / Get in touch
Bring us the question your team can't answer fast enough.
Tell us about the systems and decisions behind it. We'll show you what Arcell can do.