AITWIRE · Capability · What your agent finds
Agent Findings
The next round, on your evidence.
For owners who want the first read done before they sit down
Your agent reads the measurements, suggests why something moved, and proposes the next round for your approval. An AITWIRE analyst checks every finding.
Agent Findings is what your agent reads in your measurements as they land: what changed, the likely cause, and the next round it recommends, with the evidence attached, for your approval — including a different approach where nothing changed. An AITWIRE analyst — a person — checks every finding. Only the kinds of change in your auto-approve settings skip your approval: two, your audience and your products and services, are on by default, and our team turns them off when you ask. It is distinct from the Engineering Agent, which is your own AI working the same evidence over MCP.
What this function includes
- Shows what changed and suggests the likely cause
- Recommends the next round, with the evidence attached
- Every proposed change waits for your approval, except the kinds in your auto-approve settings (two are on by default; our team turns them off when you ask)
- Works beside the Engineering Agent — your own AI on the same evidence
More ways to run AITWIRE
Capabilities
AI Answer Measurement
Five scored dimensions, sample sizes and 95% confidence intervals — every probed engine, against your own approved facts.
Learn more →Paid, Earned & Owned Orchestration
Proposed actions across paid, earned and owned — you approve each step, and every change is re-measured.
Learn more →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.
Learn more →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.
Learn more →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.
Learn more →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.
Learn more →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.
Learn more →AI Commerce
Put your catalog into AI shopping answers — items published as machine-readable commerce facts and measured for how AI states them, kept current by real-time sync.
Learn more →Governance & Evidence
Human approval gates, a tamper-evident audit trail, and the AI Answer Performance Report your program can file.
Learn more →Solutions
Agencies
Multi-site workspaces and multi-brand authority management — run every client’s AI answer program from one governed console.
Learn more →Enterprises
Full REST API, bulk export, own-domain authority surfaces, real-time sync, and a dedicated account manager.
Learn more →AI Governance
What AI may read and say about you, governed — with the dated evidence your program can hold.
Learn more →Legal
Legal AI Engineering — for law firms and in-house legal: govern the legal AI you buy, test it against the firm’s own standards, and keep the standards when the vendor changes.
Learn more →Property
AITWIRE for Real Estate — for brokerages, teams, landlords and property managers, in sales and leasing: what AI tells sellers, buyers, landlords and renters about the business, graded against the facts you approve.
Learn more →Consulting
Consulting AI Engineering — for consultancies engineering and assuring client AI: one governed environment per client, with the reusable testing infrastructure underneath.
Learn more →