The Ninchs Score™

One number that tells you how much to trust an AI output

The Ninchs Score™ distils a rigorous, multi-factor assessment into a single 0–100 measure of trust — with every contributing factor exposed, so you always know what drove the result and where the risk sits.

What it measures

Four factors, fully explained

Each output is assessed across four independent dimensions. The factors combine into a single composite score, and each is reported on its own so you can see exactly where confidence is high — and where it isn't.

Factual accuracy94
Claims checked against trusted, current sources
Policy compliance90
Adherence to your encoded rules and guardrails
Bias & safety88
Screened for harmful, biased, or unsafe content
Source traceability96
Every assertion linked to verifiable evidence
92/100
Composite trust score
Explainable Real-time Auditable
How to read it

From score to action

Set the thresholds that match your risk appetite. Ninchs turns the score into a clear decision for every output.

85–100

Trusted

High-confidence outputs that meet your standards. Approve and ship automatically.

60–84

Review

Borderline outputs routed to a human reviewer with full context and evidence.

0–59

Blocked

Outputs that breach policy or fail verification are stopped before they reach users.

Why a single score

A shared language for AI trust

Risk, legal, product, and engineering teams rarely measure trust the same way. The Ninchs Score™ gives every stakeholder one objective, explainable number — and the evidence behind it — so conversations move from opinion to fact.

  • Objective and consistent across teams and use cases
  • Fully explainable — no opaque, unaccountable verdicts
  • Backed by an immutable, exportable audit record
  • Tunable thresholds to match your risk appetite
Factual accuracy 94
Policy compliance 90
Bias & safety 88
Source traceability 96

Example breakdown for a single verified output.

Put a number on your AI's trustworthiness

Start scoring your model outputs with Ninchs today.