Turn your rules into answers you can stand behind
Upload your rules. Get a decision that’s accurate, traceable, and shows the rule behind it.

Turn your rules into answers you can stand behind
Upload your rules. Get a decision that’s accurate, traceable, and shows the rule behind it.

Turn your rules into answers you can stand behind
Upload your rules. Get a decision that’s accurate, traceable, and shows the rule behind it.

Turn your rules into answers you can stand behind
Upload your rules. Get a decision that’s accurate, traceable, and shows the rule behind it.

Turn your rules into answers you can stand behind
Upload your rules. Get a decision that’s accurate, traceable, and shows the rule behind it.


The ceiling
Neural systems always produce errors, it’s a property of how they work. This creates a trust ceiling: the point where adoption stalls because trust isn’t there. The Trust Ceiling has a cost. Teams build excellent workflows that work in testing and then stall in pilot or never make it to production, because no one can fully sign off on an answer they cannot fully explain.
The ceiling
Neural systems always produce errors, it’s a property of how they work. This creates a trust ceiling: the point where adoption stalls because trust isn’t there. The Trust Ceiling has a cost. Teams build excellent workflows that work in testing and then stall in pilot or never make it to production, because no one can fully sign off on an answer they cannot fully explain.
The trust ceiling
Hallucinations
The work moved but the workload didn’t. You check everything anyway.
Hallucinations
The work moved but the workload didn’t. You check everything anyway.
Hallucinations
The work moved but the workload didn’t. You check everything anyway.
Inconsistency
Breaks your controls: same case, different answer on a different day.
Inconsistency
Breaks your controls: same case, different answer on a different day.
Inconsistency
Breaks your controls: same case, different answer on a different day.
Black boxes
Doesn’t satisfy regulators. “The model said so” ends the conversation.
Black boxes
Doesn’t satisfy regulators. “The model said so” ends the conversation.
Black boxes
Doesn’t satisfy regulators. “The model said so” ends the conversation.
UnlikelyAI Platform offers a way to break through the ceiling with a hybrid approach.
AI you can trust changes what your team can do.
UnlikelyAI Platform offers a way to break through the ceiling with a hybrid approach.
AI you can trust changes what your team can do.

You set the rules
Your team reads, edits and approves. Nothing changes without sign-off.
You set the rules
Your team reads, edits and approves. Nothing changes without sign-off.
You set the rules
Your team reads, edits and approves. Nothing changes without sign-off.
Every answer opens
Which rule, which evidence, why. Same case, same answer, every run.
Every answer opens
Which rule, which evidence, why. Same case, same answer, every run.
Every answer opens
Which rule, which evidence, why. Same case, same answer, every run.
Designed to surface uncertainty
Built to flag uncertainty and route it to your people, rather than paper over it with confidence.
Designed to surface uncertainty
Built to flag uncertainty and route it to your people, rather than paper over it with confidence.
Designed to surface uncertainty
Built to flag uncertainty and route it to your people, rather than paper over it with confidence.
Guardrails
Every message checked against your rules, in real time: your rules, made into a private API.
ECP Guardrails
Guardrails
Every message checked against your rules, in real time: your rules, made into a private API.
ECP Guardrails
Proven in production
Built and proven with a tier 1 UK bank: steering and governing live customer conversations to conform to financial advice regulation, with economic crime screening built on the same foundation.
Proven in production
Built and proven with a tier 1 UK bank: steering and governing live customer conversations to conform to financial advice regulation, with economic crime screening built on the same foundation.
Proven in production
Built and proven with a tier 1 UK bank: steering and governing live customer conversations to conform to financial advice regulation, with economic crime screening built on the same foundation.
From your documents to a working capability
Every capability is built from your rules, scoped to your use case, private to you.
From your documents to a working capability
Every capability is built from your rules, scoped to your use case, private to you.
From your documents to a working capability
Every capability is built from your rules, scoped to your use case, private to you.
99.4%
Accuracy on our internal economic crime prevention benchmark, vs 70.3% for the best-performing LLM baseline.
99.4%
Accuracy on our internal economic crime prevention benchmark, vs 70.3% for the best-performing LLM baseline.
1.2s
Average response time for the full targeted support task, vs ~12s for frontier models.
1.2s
Average response time for the full targeted support task, vs ~12s for frontier models.
76.1%
Recall with fewer false triggers, vs a 52.4% baseline.
76.1%
Recall with fewer false triggers, vs a 52.4% baseline.
The four pillars of the platform
Book a demo
The four pillars of the platform
Book a demo
Accuracy
Decisions are reasoned over your rules deterministically, correct by construction rather than by probability. 99% precision in production insurance decisioning.
Accuracy
Decisions are reasoned over your rules deterministically, correct by construction rather than by probability. 99% precision in production insurance decisioning.
Accuracy
Decisions are reasoned over your rules deterministically, correct by construction rather than by probability. 99% precision in production insurance decisioning.
Explainability
The explanation is a by-product of how the reasoning works. Every answer traces to the rule and the facts that produced it.
Explainability
The explanation is a by-product of how the reasoning works. Every answer traces to the rule and the facts that produced it.
Explainability
The explanation is a by-product of how the reasoning works. Every answer traces to the rule and the facts that produced it.
Consistency
The same case gives the same answer, every time, guaranteed by architecture. 0% inconsistent answers across evaluation.
Consistency
The same case gives the same answer, every time, guaranteed by architecture. 0% inconsistent answers across evaluation.
Consistency
The same case gives the same answer, every time, guaranteed by architecture. 0% inconsistent answers across evaluation.
Speed
Granular propositions are evaluated by small, fast models, so checking happens at conversation speed. 1.2s average for ECP guardrails, vs ~12s for frontier models.
Speed
Granular propositions are evaluated by small, fast models, so checking happens at conversation speed. 1.2s average for ECP guardrails, vs ~12s for frontier models.
Speed
Granular propositions are evaluated by small, fast models, so checking happens at conversation speed. 1.2s average for ECP guardrails, vs ~12s for frontier models.
