Point ContextQA at any flow and it writes a production-grade suite covering happy paths, edge cases, and failure states without a single line of manual scripting.

Flaky tests are a productivity black hole. When selectors change and the DOM shifts, ContextQA patches broken locators on the fly. Your suite stays green without anyone babysitting it.

Chrome, Safari, mobile, staging, prod. Your tests run in parallel across every browser and device, and plug straight into your CI/CD pipeline, so every merge ships verified, without maintaining separate suites.

50 testing tools, available in plain English. Testers run suites without leaving their IDE. Developers inspect failures and fix bugs, all through the MCP, no context switching.

Upload your agent's docs or describe its behavior and ContextQA generates hundreds of adversarial and functional scenarios: hallucination traps, edge cases, multi-turn conversations, and policy violations you'd never think to write by hand.

Your agent lives on Agentforce, Bedrock, Cortex, or another platform. You can't instrument the internals. You don't need to. ContextQA tests from the outside, the way your customers actually experience it.

When there's no single right answer, you need more than a string match. Every response is scored against configurable criteria using AI judgment and deterministic checks. You get a confidence score, not a gut feeling.

Every model upgrade is a regression risk. ContextQA re-runs your full scenario suite against each new version and surfaces behavioral drift before it ships.