LIA Pro
Live
Legal Intel
A desk for the file in front of you. Evidence, inference, and gap stay on different lines.
Washington, D.C. · Federated Intel AI LLC
We don’t just predict outcomes.We reason them.
Expert systems for high-consequence work. Eight specialists. Two engines. A record of how the answer was reached — so a professional can still decide.
01 · In production
Two desks, live
Aquinian
Live
Aquinian Studio
Reason after the manner of Aquinas, in fidelity to the Thomistic tradition.
02 · The rest of the desk
Six specialists, same standard
Named, not offered. A desk ships when it can show working — the same standard as Legal Intel and Aquinian Studio.
03 · Method
A conclusion that cannot be reconstructed is not ready for this kind of work.
01
Federated specialists
Eight expert systems, each with a domain, a posture, and a refusal to pretend competence it does not have. They do not collapse into a single general model wearing eight hats.
02
Dual engines
A generation engine proposes. A symbolic engine tests. The second pass is not a style. It is the difference between a fluent paragraph and a claim that can survive inspection.
03
Symbolic arbitration
Logic trees, domain rules, and precedent sit between the experts. Arbitration is how a federated system refuses a plausible answer that the record will not bear.
04 · Truth infrastructure
Research, not launch copy.
AI governance begins with a theory of truth: how a system distinguishes evidence from inference, preserves uncertainty, and supports human judgment.
Subscribe on SubstackMost AI Systems Cannot Tell the Difference Between Truth and Plausibility
AI systems often optimise for plausible continuation, not justified belief.
AI Cannot Seek Truth Without Philosophy
Truth-seeking AI requires more than prediction; it requires a theory of truth, evidence, and judgment.
Truth Infrastructure and the Future of Institutional AI
Why truth-seeking systems require a different architecture.
05 · Access
Project Africa
An access grant across Africa. Not a product for sale, and not a substitute for local institutions.
Read the note06 · The lab
Company
A privately owned lab in Washington, D.C. Independent of the platforms we reason on. Built for professionals who have to stand behind a file.
About FIA Labs