RubricHQ

RubricHQ: Voice AI Testing Platform

RubricHQ is an end-to-end testing platform built for engineers to simulate, evaluate, optimize, and monitor voice AI agents. The platform allows teams to catch hallucinations, compliance gaps, latency spikes, broken handoffs, and silent dead-air before deploying to production.

Key Features

• Simulate at Scale: Auto-generate scenarios with AI and run thousands of concurrent test calls, supporting up to 500 concurrent calls and simulating over 1,000 calls in minutes.
• Evaluate and Score: Score every call using code, LLM-judge, and audio metrics, replacing manual QA with measured, repeatable coverage.
• Prompt Optimization: Utilize AI-rewritten prompt improvements to optimize and prove every fix before shipping.
• Production Monitoring: Monitor live production calls with live scoring, drift alerts, and anomaly notifications via Slack and email.
• Diverse Test Personas: Test with a library of real-world caller personas, including angry, confused, elderly, multilingual, and adversarial profiles.
• Platform Integrations: Works directly with major voice AI platforms including Vapi, Retell, LiveKit, and Pipecat.

Use Cases

• Regression Testing: Run full coverage batch tests before every deployment to detect regressions in under three minutes.
• Edge Case and Boundary Testing: Use adversarial personas to test policy boundaries, such as callers trying to extract unauthorized discounts.
• Automated QA Scheduling: Set up triggers to run test suites nightly, hourly, or on deploy to ensure continuous quality.

Getting Started

Website: https://rubrichq.io/

RubricHQ transitions teams from manual QA testing to automated, metric-driven coverage, ensuring voice AI agents are reliable and ready for production.