How it works

From model output to verified, audit-ready result

Ninchs is built to drop into the stack you already run. Route your model traffic through the verification layer and every output is checked, scored, and logged — in milliseconds, with no model lock-in.

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The workflow

Three steps to verified AI

1

Connect

Route your model traffic through Ninchs with a drop-in API, or call us directly. Provider-agnostic, with setup measured in minutes, not quarters.

2

Verify & score

Each output is assessed against accuracy, policy, safety, and source checks, then assigned a transparent Ninchs Score™ with every factor exposed.

3

Act & audit

Approve, block, or escalate in real time based on your thresholds — and keep a complete, exportable record for every decision.

Step by step

What happens to every output

1 · Capture

Ninchs intercepts the model's response inline — through a gateway or the SDK — without changing how your application calls the model.

2 · Verify

The output is checked for factual accuracy and grounding, screened for bias and unsafe content, and compared against your encoded policies.

3 · Score

Each factor is combined into the composite Ninchs Score™, with the full breakdown attached to the result.

4 · Decide

Based on your thresholds, the output is approved, routed for human review, or blocked — automatically and in real time.

5 · Record

An immutable, timestamped record of the assessment and decision is written to your audit trail.

6 · Monitor

Dashboards and alerts surface drift, regressions, and emerging risk across every model and use case.

Built to fit in

No rip-and-replace. No lock-in.

Ninchs works alongside the models, frameworks, and pipelines you already use. Adopt it as an inline gateway or an SDK call, keep your existing providers, and switch models whenever you like — your verification layer stays the same.

  • Drop-in API and SDKs — integrate in an afternoon
  • Gateway mode or inline SDK, whichever suits your architecture
  • Works with retrieval, agents, and multi-step pipelines
  • Managed service or private deployment in your own cloud
<200ms added latency 100% outputs logged Real-time decisions Exportable audit trail Tunable thresholds Human-in-the-loop

Ready to verify your AI?

Connect your first model in minutes and see the Ninchs Score™ on real outputs.

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