AITWIRE AI · Capability

Governance & Evidence

Approvals in front. Evidence behind.

For owners accountable for what their organization publishes

Human approval gates, a tamper-evident audit trail, and the AI Answer Performance Report your program can file.

Nothing in AITWIRE publishes itself: facts, corrections and published artifacts all pass a human approval gate, and an approval is a recorded act, not a habit. Behind the gates runs a tamper-evident audit trail — what was measured, what was approved, what changed, and when — with a verification endpoint your own tooling can call. The record leaves with you as the AI Answer Performance Report: evidence your program can file, not a dashboard screenshot.

What this function includes

  • Human approval gates — facts and corrections never approve themselves
  • Tamper-evident audit trail, with a verification endpoint you can call
  • AI Answer Performance Report — exportable, filed on your side
  • Fact governance with AI-suggested facts you approve to apply

Related

More ways to run AITWIRE AI

Capabilities

Engineering Agent (your own AI)

Connect Claude, ChatGPT, Grok, Gemini or your organization’s own AI over MCP and work your measurements, findings, and corrections from it.

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AI Answer Measurement

Five scored dimensions, sample sizes and 95% confidence intervals — every probed engine, against your own approved facts.

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Paid, Earned & Owned Orchestration

Proposed actions across paid, earned and owned — you approve each step, and every change is re-measured.

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AI Ads Management

Connected read-only, by your grant. Where a vendor reports AI placements you see AI ad spend; where it doesn't, we say so — we never estimate a share the vendor won't publish.

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AI Answer Assurance

The formal engagement: thresholds committed before measurement, reproducible judging, and a tamper-evident evidence trail toward ISO 42001, NIST AI RMF, SOC 2, and ISAE 3000 programs.

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Regulatory Monitoring

Governed rules, memory governance, and auditable records for what AI systems may read and say about you — evidence your compliance program can hold.

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AI Procurement

A continuous acceptance test for the AI you buy: the vendor’s AI measured against your approved information before you sign and every cycle after.

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AI Commerce

Sell products and services through AI conversations — catalog items appear in AI answers with buy links, kept current by real-time sync.

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Analyst Agent

It reads the measurements, diagnoses what moved, and proposes the next action into your approval queue. Nothing acts without you.

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