Desk-reviewedStrong signal
Developer tools

iFixAi

Operational-assurance auditing for deployed agents, with self-hosted inspections and paid suites covering purpose, authority, workflows, evidence and governance.

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Machineworthy take

Tests deployed agents against business rules and organizational boundaries, not only base-model benchmarks.

Access and pricing

Free self-hosted core; Pro/Max plus usage; Enterprise custom; dollar amounts unavailable.

Verification notes

Verified live on 2026-09-29.

Review scope: official-source desk review. This is not a hands-on performance test or endorsement.

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