JOJO AI Agent Reliability & Guardrail Audit

Find failure modes before an AI agent reaches real customers

A human-reviewed audit for businesses building or operating an AI agent. JoJo World maps the agent’s intended job, tools, permissions, approval points, failure handling, and evidence requirements, then tests representative scenarios using safe or customer-approved test data.

Included

• Agent purpose, boundary, and risk map
• Tool and permission review
• Human-approval and escalation review
• Up to 20 representative test scenarios
• Failure, hallucination, prompt-injection, and recovery checks
• Prioritized findings and a 30-day remediation plan

Delivery: written audit and review session after intake and access requirements are agreed in writing.

This is a scoped diagnostic, not a security certification or guarantee that an agent cannot fail. Production access, integrations, and remediation implementation are separate.