Brain 4.0 — a governed cognitive architecture. AI agents that reason in documented chains, use tools under authority governance, collaborate in parallel, and face adversarial review before every high-value action. The Kernel checks every decision before it executes and produces a signed certificate proving it was governed. No exceptions.
Every company deploying AI faces the same gap: proof.
In 2023, Air Canada's AI chatbot told a grieving passenger he could claim a bereavement discount after his trip. That wasn't the policy. A tribunal ruled Air Canada was liable. The airline argued the chatbot was a separate entity responsible for its own words. The tribunal disagreed.
That case was a chatbot that just answered questions. Now imagine AI agents that don't just answer — they act. They bind insurance policies. They settle claims. They move money. They commit code. If something goes wrong, the question isn't "what did your AI do?" — it's "can you prove it was authorised to do it?"
Most AI agents have no built-in rulebook. They try their best. But "tried their best" isn't good enough for a regulator, a tribunal, or a Lloyd's syndicate.
Regulators aren't asking "did your AI try to follow the rules?" They're asking "can you prove it followed the rules, every time, for every action?" That's the gap. The Kernel closes it.
A governance layer that sits between AI agents and the real world. And a complete AI workforce — 78 agents, 16 departments — that comes pre-governed from day one.
The bouncer. Every AI decision goes through the Kernel before it executes. 9 mathematical checks — value, authority, risk, timing, and more. If the action is allowed, it gets a signed certificate. If not, it's blocked. No exceptions. Works with any AI.
Learn about the Kernel →A complete governed cognitive architecture. 78 agents across 16 departments — with Brain 4.0 capabilities: reasoning chains that document every step, governed tool use with HMAC-signed invocations, multi-agent parallel dispatch with specialist synthesis, adversarial LLM review on high-value actions, evidence grading (A–E), and 76 Lean 4 theorems + 35 Z3 properties as formal verification of the kernel.
Learn about the Brain →Brain 4.0 adds four capability layers above the Kernel. Every layer is governed. Every action is documented.
Bind a policy. Settle a claim. Approve a loan. The agent has made a decision and is ready to execute it.
9 mathematical checks in ~27 microseconds. Value limits. Authority levels. Risk scores. Time windows. All 9, every time.
Proof the action was governed. HMAC-SHA256 signed. Tamper-evident. If any check failed — the action is blocked, not delayed.
Anywhere an AI makes a consequential decision, you need proof it was governed.
AI underwriters and claims handlers working under Kernel governance. Signed evidence for every decision. FCA AI governance ready.
Lending agents that can't exceed their authority. Credit decisions with a paper trail. Know-your-customer compliance built in.
AI coding agents that write code, run tests, and open PRs — all checked before they touch your codebase. No rogue commits.
AI legal research grounded in BAILII and UK statute law. Contract analysis with red-flag detection. Document pipeline that produces risk scores in seconds.
Whether you have existing AI agents or need to build from scratch, we'll have you producing signed governance certificates within a week.