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.
FIA Labs, a DBA of Federated Intel AI LLC in Washington, D.C., builds expert-system desks for high-consequence work in law, medicine, finance, executive decisions, brand strategy, theology and film. Each desk pairs a generation engine with a symbolic engine that tests its proposals against domain rules, logic and precedent, and keeps evidence, inference and gap on separate lines, so a conclusion can be reconstructed and checked. Human judgment remains the authority.
Expert systems for high-consequence work. Seven live Pro desks. Two engines. A record of how the answer was reached — so a professional can still decide.
Every desk starts with 150 free credits, no card.
01 · In production
Live desks
MIA Pro
Live
Medical Intel
A desk for literature, biotechnology, and the medico-legal file. Evidence, inference, and gap stay distinct.
Brandium Pro
Live
Brandium
Positioning, creative strategy, and acquisition — governed by the numbers that actually constrain growth.
CFO Sentinel
Live
CFO Sentinel
Cash, margins, runway, and downside — where capital is created, consumed, or placed at risk.
ExecMind
Live
ExecMind
Frame the decision, challenge the assumption, compare the options, and write down why.
Aquinian
Live
Aquinian Studio
Reason after the manner of Aquinas, in fidelity to the Thomistic tradition.
Cine Novelist
Live
Cine Novelist
Character, structure, theme, and scene — stories that can withstand revision.
The house seat
FIA Plan
The house seat for FIA Labs. One plan for the suite: law (LIA), medical research (MIA), finance (CFO Sentinel), strategy (ExecMind), brand and marketing (Brandium), ethics and philosophy (Aquinian Studio), film and narrative (Cine Novelist).
FIA Plan is an alternative to a single-desk seat, not an extra charge on top of Operator, Counsel, or Chambers.
The house seat02 · Method
A conclusion that cannot be reconstructed is not ready for this kind of work.
01
Federated specialists
Seven 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 seven 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.
What is symbolic AI, and why we use it
Symbolic AI represents knowledge as explicit facts and rules, and reaches a conclusion in steps a person can follow. It is the tradition behind expert systems. Neural AI, including large language models, learns patterns from data instead: it is fluent and flexible, but its reasons are not stored as rules, so a confident answer can be unsupported.
High-consequence work needs both. Our desks use a generation engine to read the record and propose, and a symbolic engine to test the proposal against domain rules, logic and precedent. That is symbolic arbitration. Sequential reasoning keeps the steps visible, and evidence, inference and gap stay on different lines. If a conclusion cannot be reconstructed, it is not ready.
What is symbolic AI? The longer answer03 · 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.
Questions
About FIA Labs
- What is FIA Labs?
- FIA Labs is the lab behind seven live Pro desks: LIA Pro (Legal Intel AI) at legalintel.ai, MIA Pro (Medical Intel) at medicalintel.org, Brandium at brandium.pro, CFO Sentinel at cfosentinel.pro, ExecMind at execmind.app, Aquinian Studio at aquinian.com and Cine Novelist at cinenovelist.com. Each desk has its own site.
- Is FIA Labs the same company as Federated Intel AI?
- Yes. FIA Labs is a DBA of Federated Intel AI LLC, registered in Washington, D.C., USA, and wholly owned by Unison Pictures Pty Ltd. fia-labs.com redirects to federatedintel.ai.
- What is symbolic arbitration?
- A second pass over a proposed answer using logic, domain rules and precedent. A generation engine reads the record and proposes; a symbolic engine tests the proposal. It is how a desk refuses a plausible answer the record will not bear.
- Do the desks give legal or medical advice?
- No. The desks support professionals and show their working. LIA is not a law firm and does not give legal advice. MIA is not medical advice and does not replace clinical judgment. Human judgment remains the authority.
- How do I try a desk?
- Open the desk you need from its own site. Every desk starts with 150 free credits, no card.
04 · Access
Project Africa
An access grant across Africa. Not a product for sale, and not a substitute for local institutions.
Read the note05 · 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