Two paradigms of software

Neural networks are brilliant at perception, while symbolic logic excels at reasoning. UnlikelyAI combines them into a single, cohesive architecture for truly intelligent, explainable decision-making.

Two paradigms of software

Neural networks are brilliant at perception, while symbolic logic excels at reasoning. UnlikelyAI combines them into a single, cohesive architecture for truly intelligent, explainable decision-making.

Two paradigms of software

Neural networks are brilliant at perception, while symbolic logic excels at reasoning. UnlikelyAI combines them into a single, cohesive architecture for truly intelligent, explainable decision-making.

Two paradigms of software

Neural networks are brilliant at perception, while symbolic logic excels at reasoning. UnlikelyAI combines them into a single, cohesive architecture for truly intelligent, explainable decision-making.

Two paradigms of software

Neural networks are brilliant at perception, while symbolic logic excels at reasoning. UnlikelyAI combines them into a single, cohesive architecture for truly intelligent, explainable decision-making.

Perception

Neural

Reads the “messy” world brilliantly

Turns documents into structure

Finds patterns and context

Reasoning

Symbolic

Exact and explainable

Makes critical decisions

User remains in charge

Neural where it must be.
Symbolic where it matters most.

We have unique technology that gets the best of both worlds. Most neurosymbolic AI still lets the model make the final call. We don’t. The structure does.

UnlikelyAI’s Neurosymbolic Model

Rules go in as documents. Decisions come out as small, logged, deterministic steps.

UnlikelyAI’s Neurosymbolic Model

Rules go in as documents. Decisions come out as small, logged, deterministic steps.

UnlikelyAI’s neurosymbolic model: complex data is translated into semantic artifacts, then reasoned over in a symbolic domain to produce explainable outcomes

Ingest once. Reason forever.

STRIDE: Semantic Translation Into Deterministic Execution

Your rules are ingested once into a structured ruleset you can open, edit and validate. Every decision after that is a small question answered against that ruleset, deterministically.

Read our founder’s essay on STRIDE

STRIDE: Semantic Translation Into Deterministic Execution

Your rules are ingested once into a structured ruleset you can open, edit and validate. Every decision after that is a small question answered against that ruleset, deterministically.

Read our founder’s essay on STRIDE

Where it’s used

Every capability runs on your rules, built once, then reused everywhere you need it.

Where it’s used

Every capability runs on your rules, built once, then reused everywhere you need it.

Financial services

Every message checked against your rules, in real time, before anyone sees it.

Financial services

Every message checked against your rules, in real time, before anyone sees it.

Financial services

Every message checked against your rules, in real time, before anyone sees it.

Accounting

Every requirement worked through against evidence, with the trail to prove it.

Accounting

Every requirement worked through against evidence, with the trail to prove it.

Accounting

Every requirement worked through against evidence, with the trail to prove it.

Insurance

Trusted by insurers for high-stakes decision-making across the full policy lifecycle.

Insurance

Trusted by insurers for high-stakes decision-making across the full policy lifecycle.

Insurance

Trusted by insurers for high-stakes decision-making across the full policy lifecycle.

Built with a Tier 1 UK bank

Developed and tested against a live guardrailing use case with a tier 1 UK bank, screening customer and assistant conversations for economic crime.

Built with a Tier 1 UK bank

Developed and tested against a live guardrailing use case with a tier 1 UK bank, screening customer and assistant conversations for economic crime.

When other AI fails, UnlikelyAI performs

When other AI fails, UnlikelyAI performs

When other AI fails, UnlikelyAI performs

When other AI fails, UnlikelyAI performs