Building a world where AI can be fully trusted
The only AI designed for decisions too critical to get wrong. It's accurate, explainable and truly trustworthy.
Building a world where AI can be fully trusted
The only AI designed for decisions too critical to get wrong. It's accurate, explainable and truly trustworthy.
Gain an Unlikely advantage
Get real value from AI, without trading off trust or compliance
Our platform
>99%
Precision on every automated answer
100%
Consistency across identical inputs
100%
Explainability on every decision
Complex, messy documents
Our platform is designed to support decisions based on complex documents, with the approach tailored to the volume, relevance and quality of the inputs.
Complex, messy documents
Our platform is designed to support decisions based on complex documents, with the approach tailored to the volume, relevance and quality of the inputs.
Complex, messy documents
Our platform is designed to support decisions based on complex documents, with the approach tailored to the volume, relevance and quality of the inputs.
Rules in natural language
Make changes in natural language, rather than editing formal rules. Unlike many AIs that vary results, identical inputs always yield identical outputs.
Rules in natural language
Make changes in natural language, rather than editing formal rules. Unlike many AIs that vary results, identical inputs always yield identical outputs.
Rules in natural language
Make changes in natural language, rather than editing formal rules. Unlike many AIs that vary results, identical inputs always yield identical outputs.
Reasoning behind the decision
The platform turns documents into a structured representation and generates human-readable observations to help explain how a decision was reached.
Reasoning behind the decision
The platform turns documents into a structured representation and generates human-readable observations to help explain how a decision was reached.
Reasoning behind the decision
The platform turns documents into a structured representation and generates human-readable observations to help explain how a decision was reached.
Fintech
Our decisioning delivers rigour and enables a good user experience, alongside the audit trail regulators require.
Learn more
Answers you can prove
Every verdict comes with the clause that fired and the evidence in the message, traced to a signed-off policy version. They give regulators an audit trail for every decision.
Answers you can prove
Every verdict comes with the clause that fired and the evidence in the message, traced to a signed-off policy version. They give regulators an audit trail for every decision.
Answers you can prove
Every verdict comes with the clause that fired and the evidence in the message, traced to a signed-off policy version. They give regulators an audit trail for every decision.
Same answer every time
100% consistency, against 27% for GPT-5.1. No false positives on product recommendations. Under Consumer Duty, a guardrail that changes its mind isn't usable.
Same answer every time
100% consistency, against 27% for GPT-5.1. No false positives on product recommendations. Under Consumer Duty, a guardrail that changes its mind isn't usable.
Same answer every time
100% consistency, against 27% for GPT-5.1. No false positives on product recommendations. Under Consumer Duty, a guardrail that changes its mind isn't usable.
Fast and cheap for live chat
About 1.1s per decision, under 4 cents a case, at 97.6% accuracy. The bank's old LLM guardrail took 11+ seconds and blocked nearly half of safe messages.
Fast and cheap for live chat
About 1.1s per decision, under 4 cents a case, at 97.6% accuracy. The bank's old LLM guardrail took 11+ seconds and blocked nearly half of safe messages.
Fast and cheap for live chat
About 1.1s per decision, under 4 cents a case, at 97.6% accuracy. The bank's old LLM guardrail took 11+ seconds and blocked nearly half of safe messages.
Accounting
We automate disclosure checklists and tick and tie for audit firms, using deterministic logic you can trace and check.
Learn more
Answers show their working
Each answer links to the rule that applied, the figures it checked and the clause behind it. Unsure answers are flagged. 99% precision, against 70% for GPT-5.2.
Answers show their working
Each answer links to the rule that applied, the figures it checked and the clause behind it. Unsure answers are flagged. 99% precision, against 70% for GPT-5.2.
Answers show their working
Each answer links to the rule that applied, the figures it checked and the clause behind it. Unsure answers are flagged. 99% precision, against 70% for GPT-5.2.
Half the review time back
57% less time on large checklists, 61% on small. Presence checks and lookups run on their own. Reviewers keep the judgement calls: estimates, going concern, unusual contracts.
Half the review time back
57% less time on large checklists, 61% on small. Presence checks and lookups run on their own. Reviewers keep the judgement calls: estimates, going concern, unusual contracts.
Half the review time back
57% less time on large checklists, 61% on small. Presence checks and lookups run on their own. Reviewers keep the judgement calls: estimates, going concern, unusual contracts.
Keeps up with regulation
Checklists are built from the standard itself, so they change when the rules do. FRS 102 and Companies Act 2014 already ingested. A new jurisdiction is a new ingestion, not a rebuild.
Keeps up with regulation
Checklists are built from the standard itself, so they change when the rules do. FRS 102 and Companies Act 2014 already ingested. A new jurisdiction is a new ingestion, not a rebuild.
Keeps up with regulation
Checklists are built from the standard itself, so they change when the rules do. FRS 102 and Companies Act 2014 already ingested. A new jurisdiction is a new ingestion, not a rebuild.
Insurance
We automate routine claims decisions and escalate the rest, with an audit trail for every verdict.
Learn more
Every decision on the record
Each verdict comes with the policy clause applied and the evidence in the claim. 99% precision on yes/no decisions. Under Consumer Duty, a decision you can't explain can't be defended.
Every decision on the record
Each verdict comes with the policy clause applied and the evidence in the claim. 99% precision on yes/no decisions. Under Consumer Duty, a decision you can't explain can't be defended.
Every decision on the record
Each verdict comes with the policy clause applied and the evidence in the claim. 99% precision on yes/no decisions. Under Consumer Duty, a decision you can't explain can't be defended.
Policy changes go live today
Update a term or definition and see correct results immediately. No re-prompting, no retesting a model that might drift. When wording changes, decisions change with it.
Policy changes go live today
Update a term or definition and see correct results immediately. No re-prompting, no retesting a model that might drift. When wording changes, decisions change with it.
Policy changes go live today
Update a term or definition and see correct results immediately. No re-prompting, no retesting a model that might drift. When wording changes, decisions change with it.
Automation where it's safe
40–50% of digital claims are processed end to end without human intervention. Anything uncertain goes to a handler, so judgement stays where it counts.
Automation where it's safe
40–50% of digital claims are processed end to end without human intervention. Anything uncertain goes to a handler, so judgement stays where it counts.
Automation where it's safe
40–50% of digital claims are processed end to end without human intervention. Anything uncertain goes to a handler, so judgement stays where it counts.
WHAT OUR USERS SAY
“We’re harnessing the power of AI to revolutionise banking. UnlikelyAI’s neurosymbolic approach will allow us to test innovative new features for colleagues and customers that are useful, fast and intelligent, as well as transparent and reliable. Together with UnlikelyAI, we are committed to ensuring that innovation goes hand-in-hand with customer benefit, accuracy and compliance.”
Ranil Boteju
Chief Data and Analytics Officer at Lloyds Banking Group
WHAT OUR USERS SAY
“We’re harnessing the power of AI to revolutionise banking. UnlikelyAI’s neurosymbolic approach will allow us to test innovative new features for colleagues and customers that are useful, fast and intelligent, as well as transparent and reliable. Together with UnlikelyAI, we are committed to ensuring that innovation goes hand-in-hand with customer benefit, accuracy and compliance.”
Ranil Boteju
Chief Data and Analytics Officer at Lloyds Banking Group
WHAT OUR USERS SAY
“We’re harnessing the power of AI to revolutionise banking. UnlikelyAI’s neurosymbolic approach will allow us to test innovative new features for colleagues and customers that are useful, fast and intelligent, as well as transparent and reliable. Together with UnlikelyAI, we are committed to ensuring that innovation goes hand-in-hand with customer benefit, accuracy and compliance.”
Ranil Boteju
Chief Data and Analytics Officer at Lloyds Banking Group
WHAT OUR USERS SAY
“We’re harnessing the power of AI to revolutionise banking. UnlikelyAI’s neurosymbolic approach will allow us to test innovative new features for colleagues and customers that are useful, fast and intelligent, as well as transparent and reliable. Together with UnlikelyAI, we are committed to ensuring that innovation goes hand-in-hand with customer benefit, accuracy and compliance.”
Ranil Boteju
Chief Data and Analytics Officer at Lloyds Banking Group
WHAT OUR USERS SAY
“We’re harnessing the power of AI to revolutionise banking. UnlikelyAI’s neurosymbolic approach will allow us to test innovative new features for colleagues and customers that are useful, fast and intelligent, as well as transparent and reliable. Together with UnlikelyAI, we are committed to ensuring that innovation goes hand-in-hand with customer benefit, accuracy and compliance.”
Ranil Boteju
Chief Data and Analytics Officer at Lloyds Banking Group
Thinking in public
The latest news, technologies, and resources from our team.
The latest news, technologies, and resources from our team.
Newsroom
Our people
Different backgrounds, one problem worth solving. Here’s what our people say about working at UnlikelyAI.
Different backgrounds, one problem worth solving. Here’s what our people say about working at UnlikelyAI.
Join the team
Alex Corsham
Software Engineer
At UnlikelyAI, I’m working on combining the capabilities of LLMs with the rigour of symbolic systems to build safe, explainable AI. It’s a technically ambitious challenge with enormous potential impact, and that combination is what makes it so motivating for me.
Rishy Shukla
Applied Science Manager
The most rewarding part of working at UnlikelyAI is collaborating across cross-functional teams of AI scientists, language engineers, and business leaders. It’s a dynamic workplace with exceptional team members.
Ailish McLaughlin
Solutions Lead
There's a great emphasis on health and wellness at UnlikelyAI. From healthy snacks and lunches to personal weekly boxing PT sessions; I feel really supported to look after my health both in and out of the office.
George Lodge
Research Engineer
I’ve had fantastic support from my colleagues to facilitate a role switch that better suits my career goals. I’m delighted to be developing my skills in machine learning and NLP at the forefront of neurosymbolic AI alongside really talented and knowledgeable peers.
Orla O'Mahony
Senior Solutions Consultant
What I love most about UnlikelyAI is how naturally the social side fits into daily life. Whether it’s having office lunch together or heading out for our monthly team social. There’s a strong sense of community that makes work genuinely enjoyable.
