Agent Torture Lab
Agent Torture Lab is a SaaS tool designed to stress-test customer-facing AI agents by simulating hostile, edge-case, and policy-violating customer interactions. Users can submit a bot via a website widget URL, API endpoint, or existing transcript, and the service probes it across refund abuse, privacy leakage, prompt injection, escalation, memory drift, and tool misuse. The output is a structured report with exact transcript receipts, severity ratings (critical, high, medium, low), deterministic readiness scores, and recommended fixes. The testing methodology covers six key dimensions: replies, policy, privacy, tools, memory, and handoffs. Each finding is tied to the specific transcript line that caused it, providing evidence rather than opinion. The platform also offers reusable scenario packs and a retest path to verify that fixes hold before launch. Pricing is $29 per report with no account required, and the service only charges when the bot produces a meaningful reply, protecting users from empty reports. The tool positions itself for pre-launch QA, ongoing bot audits, and client-ready deliverables for agencies.
- Category
- AI Agents
- Pricing
- Unknown
Problem solved
It helps teams uncover and fix AI agent failures—such as refund policy circumvention, data leakage, incorrect tool actions, and missed escalations—before real customers exploit them, reducing brand risk and support costs.
Use cases
- Pre-launch QA for customer support chatbots
- Testing refund and discount policy enforcement
- Auditing privacy and data leakage in AI agents
- Validating escalation to human agents
- Generating client-ready reports for agencies
- Stress-testing prompt injection and hidden policy requests
- Retesting fixes to confirm remediation
Audience
- Developers
- ML Engineers
- Product Managers
- Enterprise
Pros
- Quick setup via URL, API, or transcript
- Deterministic scoring with transcript evidence
- Covers critical areas like refunds, privacy, handoffs
- Affordable per-report pricing
- No charge if no meaningful bot reply
Cons
- Limited to text-based conversational AI agents
- No self-hosted or on-premise deployment option mentioned
- Single pricing tier may not suit high-volume or automated testing needs
Official website: https://agenttorture.com/
Canonical LambdaBase page: https://www.lambdabase.com/tools/agent-torture-lab