AITWIRE AI · Capability · AITWIRE's own agent

Analyst Agent

AITWIRE's analyst, on your evidence.

For owners who want the first read done before they sit down

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

Two agents work an AITWIRE AI engagement, and this one is AITWIRE's: the Analyst Agent reads your measurements as they land, identifies what changed, diagnoses the likely cause, and writes the next recommended action into your approval queue with the evidence attached. It never publishes, never spends, and never acts on its own — every action it proposes waits for you. It is distinct from the Engineering Agent, which is your own AI working the same evidence over MCP.

What this function includes

  • Identifies what changed and diagnoses the likely cause
  • Recommends the next intervention, with the evidence attached
  • Every proposed action lands in your approval queue — approved by you, always
  • Works beside the Engineering Agent — your own AI on the same evidence

More ways to run AITWIRE AI

Capabilities

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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Private AI

Continuous testing of the AI you run — copilots, support bots, website chat — against your approved information, with observed retrieval and higher-confidence measurement.

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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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Governance & Evidence

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

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