ACX Technologies builds the foundational infrastructure that connects data, decisions, and operations at institutional scale. We exist because the world's most important organizations — governments, defense agencies, financial institutions — deserve software as resilient as the missions they serve.
"I watched trillion-dollar institutions make decisions based on information architectures that would embarrass a mid-size startup. The gap between the importance of the mission and the quality of the tooling was not just embarrassing — it was dangerous."
— Constantine Draven, Founder & CEO
In 2018, Constantine Draven was serving as a technical director on a classified contract when he encountered a systemic failure that should have been impossible. Critical intelligence had been siloed across seventeen incompatible systems, each maintained by a different vendor, each speaking a different ontological dialect. The result: a 72-hour decision latency on a matter that required minutes.
That night, in a windowless SCIF in Northern Virginia, Draven sketched the first architecture diagram for what would become ACX — a unified substrate that could ingest, reconcile, and operationalize data across classification boundaries, organizational silos, and geographic distances. The thesis was simple: the world's most consequential decisions were being made on the world's worst software.
He left his position three months later. Within a year, ACX had its first classified deployment. Within three years, it was running inside five allied nations. Today, it operates at a scale its founder never intended to disclose.
ACX operates under a set of non-negotiable design principles. These are not aspirational values posted on a wall — they are architectural constraints embedded in every line of code we ship.
We do not employ marketing departments. Our software speaks for itself. If it cannot, we have failed at engineering.
Every system we build is designed for the worst day — not the average day. Uptime is a moral imperative, not a SLA negotiation.
We build software on the timescale of nations: decades, not sprints. Our architecture assumes the next operator may not have been born yet.
Data stays where it belongs. Every deployment is sovereign-capable from day one. We never commingle client environments.
From a sketch in a SCIF to a platform operating across five allied nations. Redacted details omitted per classification requirements.
ACX is led by operators who have built, deployed, and maintained software in environments where failure is measured in lives rather than revenue. We do not hire from pitch decks.
Former technical director at [REDACTED]. PhD in Systems Engineering, MIT. Designed the original ACX ontological substrate on a classified contract in 2018. Holds 23 patents in distributed systems architecture.
Architect of the AIC inference engine and the ACX distributed runtime. Published 47 papers in applied ML and distributed systems. Led the team that built the sovereign LLM deployment pipeline.
Led over $40B in technology IPOs and secondary offerings. Architected ACX's capital strategy from Series B through cash-flow positivity. Oversees financial operations, treasury, and investor relations.
Manages global operations across 23 countries and 12 classified facilities. Built ACX's forward deployment program from 3 engineers to 800+. Former Army Special Operations officer.
Leads the ACX Research Division — 180 scientists working on next-generation ontological reasoning, adversarial robustness, and quantum-resistant cryptographic protocols.
Runs the forward-deployed engineering organization. Responsible for every on-site ACX deployment globally. His teams have operated in 47 countries across every operational theater.
ACX maintains engineering offices, classified facilities, and forward deployment hubs across three continents. Additional classified sites are not listed.
Engineering HQ, Executive, Research
Government Relations, Forward Ops, Legal
SCIF Facilities, Vanguard Division, Crypto
Five Eyes Coordination, EMEA Operations
Select operational metrics. Certain figures are approximated or withheld per classification requirements.
Engineers are embedded at client sites. They don't build features in isolation — they sit next to the operator, watch the workflow, and ship solutions same-day. Over 800 engineers are forward-deployed at any given time.
Every ACX system begins with a data ontology — a unified model of entities, relationships, and events. This is not a database schema; it's a living, evolving cognitive map that all platforms share.
Our software runs on JWICS, SIPRNet, NIPRNet, and commercial cloud simultaneously. Cross-domain solutions are not an afterthought — they're the core architecture. Every commit is classification-aware.
Every release undergoes red-team evaluation before deployment. Our internal security division maintains a standing adversarial team that operates with nation-state assumed capabilities.
We are always looking for exceptional engineers, researchers, and operators who want to work on problems that the rest of the industry is not cleared to know about.