Deep-Tech AI Infrastructure

Stop Trusting AI.
Start Verifying It.

A neuro-symbolic verification engine that mathematically constrains generative AI — eliminating hallucinations before they reach your users, your clients, or your reputation.

Register Your Interest ↓

The Problem

Generative AI Is Powerful.
It's Also Dangerously Unreliable.

1 in 4 enterprise AI outputs contain material inaccuracies*
£0 value in an AI answer your compliance team can't trust
100% of high-stakes sectors need verified outputs — not "probably correct"

Education. Legal. Industrial. Healthcare. If your organisation operates under compliance obligations, today's large language models are a liability — not an asset. Fine-tuning is slow and expensive. Prompt engineering is leaky and brittle. Neither solves the core problem: generative models have no concept of truth.

The Solution

A Logic Firewall Between AI and Your Users

We've built a proprietary infrastructure layer that sits between any foundation model and your end users. Instead of hoping the model gets it right, our engine forces every output through a deterministic verification pipeline — anchored to your own authoritative knowledge.

Graph-Constrained Inference

Token-level alignment against a rigid ontological schema — not bolt-on retrieval, but real-time logical enforcement.

Semantic Locking

A novel algorithm that penalises deviation from verified truth-vectors, creating inference accuracy that improves with every data integration — not just language fluency.

Unstructured → Structured Mapping

Video, audio, documents — mapped to structured knowledge nodes at speeds significantly beyond current benchmarks.

How It Works

Replace "Probably Right" With Provably Right

  1. 01

    Ingest Your Authoritative Data

    Your IP — structured or unstructured — is encoded into a proprietary knowledge architecture that preserves logical relationships, not just keywords.

  2. 02

    Constrain the Model in Real Time

    Every generative response is passed through our verification engine before it reaches the user. Outputs that deviate from verified logic chains are intercepted and corrected — automatically.

  3. 03

    Deploy With Confidence

    Your organisation gets the power of generative AI with the accuracy guarantees your compliance, legal, and brand teams demand. No "fingers crossed." No disclaimers.

Traction

Not a Research Paper. A Working Engine.

TRL 5 — Validated Prototype

Functional system tested across 7 structured workshops and a live pilot programme in real-world, non-optimal network environments.

Head-to-Head vs. GPT-4o

Demonstrated significant reduction in hallucination rates when processing domain-specific queries against a leading frontier model.

Active Pilot Partners & LOIs

Early institutional interest from data-rich organisations seeking safe AI deployment for consumer-facing content delivery.

Self-Funded to Date

Built on conviction, not hype. Zero external funding consumed — maximum runway preserved for the right strategic partners.

Who This Is For

If You Own High-Value Data, This Is Your Moat

We serve B2B data owners in high-compliance sectors who need to monetise static intellectual property through interactive AI — without risking reputational damage, regulatory action, or user harm.

Your end user gets a magical AI experience.
Your board gets mathematically verified outputs.

Competitive Edge

Why This Can't Be Replicated With a Prompt

Everybody Else

  • Fine-tuning — expensive, slow, stale
  • Prompt engineering — brittle, leaky, unverifiable
  • RAG — retrieves context, doesn't enforce logic
  • Generic guardrails — surface-level filters, not structural verification

Our Engine

  • Real-time graph-constrained inference at the token level
  • Semantic locking against verified truth-vectors
  • Structural verification — not statistical approximation
  • A compounding data moat that deepens with every integration

Be First In Line for Verified AI

We're onboarding a select number of strategic pilot partners and early adopters. If your organisation needs generative AI it can actually trust — register your interest now.

No spam. No fluff. Just early access & updates.