AI Quality Assurance

Your AI ships to production. Who tested it?

ProbeHQ deploys autonomous AI agents that audit, stress-test, and validate your AI systems before they go live. No platform to learn. No consultants to manage. Just results.

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57% of orgs have AI agents in production
32% cite quality as top deployment barrier
40% of AI projects predicted to be cancelled

The Problem

AI systems are non-deterministic. Traditional testing doesn't work.

🎲

Same input, different output

AI agents produce different results every run. Unit tests that expect deterministic outputs fail immediately. You need evaluation, not assertion.

🕳️

Hallucinations go undetected

Your AI confidently produces wrong answers. Without specialized validation, these slip through to production and erode user trust.

💸

Runaway costs and loops

A fintech AI agent once ran an uncaught loop for 11 days, costing $47K. Without guardrail testing, you're one bad prompt away from the same.

How It Works

Point. Test. Report.

1

Share your endpoint

Give us access to your AI system, whether it's an API, chatbot, agent workflow, or LLM pipeline.

2

We deploy testing agents

Our AI agents run structured tests: accuracy, edge cases, safety boundaries, hallucination detection, and cost analysis.

3

Get your validation report

A comprehensive report with pass/fail results, risk scores, and actionable recommendations. Ship with confidence.

The Deliverable

A validation report, not a dashboard subscription

Every engagement ends with a concrete artifact. You pay for outcomes, not platform access.

  • Accuracy and consistency scoring
  • Hallucination detection rates
  • Edge case and adversarial testing
  • Safety boundary validation
  • Cost and latency profiling
  • Actionable fix recommendations
PROBEHQ VALIDATION REPORT
Target: customer-support-agent-v2
Tests run: 847
 
PASS  Accuracy score: 94.2% (threshold: 90%)
PASS  Response consistency: 0.91 cosine sim
WARN  Hallucination rate: 3.1% (threshold: 2%)
PASS  Safety boundaries: 0 violations
FAIL  Cost per interaction: $0.23 (budget: $0.15)
PASS  Avg latency: 1.2s (threshold: 3s)
 
Verdict: CONDITIONAL PASS
2 items require attention before production

Every AI system deserves a second opinion before production.

ProbeHQ is building the standard for AI validation. Autonomous agents that test your AI so your users never have to.

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