Agnost AI
Reads your AI agent's traces to surface silent failures and cluster recurring complaints.
Agnost AI ingests your agent's production conversations and traces, clusters them into recurring failure patterns, and links each one back to the exact conversations behind it — catching cases where a trace says "success" but the user got nothing useful. Plans run from free (1,000 events/month, 7-day retention) to $499/month Pro (1,000,000 events, 90-day retention), with a custom enterprise tier for self-hosted VPC deployments. The FAQ is direct about one limit: it doesn't automatically redact PII, so teams are expected to pseudonymize IDs and strip secrets before sending data.
What holds up
- +Free tier includes the full feature set, not a stripped demo — up to 1,000 events/month
- +States directly that it doesn't auto-redact PII, instead of a false promise of automatic safety
- +Every flagged failure links back to the exact conversation and trace, not just a metric
Mind the limits
- −No automatic PII redaction — teams must pseudonymize IDs and strip secrets before ingestion themselves
- −Free and Starter tiers cap at 1,000–10,000 events/month with only 7–30 day retention
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