AI Accuracy

The Most Dangerous AI Output Is a Confident, Wrong Answer.

AI doesn't say "I'm not sure." It presents fabricated facts, invented citations, and hallucinated data with absolute confidence. Your team can't tell the difference.

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The Risk

Hallucinations Aren't Rare. They're Routine.

AI models hallucinate on roughly 15-20% of factual queries. They invent case law, fabricate statistics, create fictional references, and present them with the same confidence as accurate information. In a business context, this isn't a quirk — it's a liability.

Your team members aren't AI researchers. They don't know which outputs to trust and which to verify. When an AI confidently cites a regulation that doesn't exist, or calculates a figure using invented data, it gets copied into reports, emails, and decisions.

The cost of a wrong AI answer isn't the token spend. It's the client relationship damaged by bad advice, the legal exposure from citing non-existent precedents, the strategic decision based on fabricated market data.

You can't stop AI from hallucinating. But you can catch it before the damage is done.


How LucentIQ Solves This

AI That Checks Its Own Work

⚔️

Adversarial Reasoning

LucentIQ automatically sends AI outputs through a second model acting as a critical reviewer. It challenges claims, checks logic, and flags potential hallucinations — before your team sees the response.

🔍

Confidence Scoring

Every response is scored for factual reliability. Your team sees a clear confidence indicator, so they know when to trust and when to verify.

🔄

Multi-Model Verification

With access to 346+ models, LucentIQ can cross-reference answers across different AI systems. When models disagree, you know to investigate.


By the Numbers
15-20%
AI hallucination rate on factual queries
346+
Models for cross-verification
18%
Meeting time reduction (better-quality AI outputs)
24hrs
To deployment

Also Included

Beyond Accuracy

Pseudonymisation

Automatic PII stripping protects sensitive data in every prompt.

Audit Trail

Full logging of every interaction, including adversarial checks, for compliance.

Cost Controls

Budget management and 22% token savings through prompt optimisation.

Model Routing

Route queries to the best-performing model for each task type.

Admin Dashboard

Real-time visibility into AI usage and quality across your organisation.


Stop Trusting. Start Verifying.

Free 30-minute consultation. Free 30-day pilot. No commitment.

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Paul Shortland
Paul Shortland
Founder, LucentIQ