Measure test quality, optimize execution cost, and decide what actually matters across any language, framework, or provider.
Not a test coverage framework. Not a test runner. The intelligence layer for your tests.
Traditional coverage tools answer "was this line of code executed?"
AI-era teams need answers to three harder questions.
Was this change actually tested?
Are those tests good tests?
Did we run the right tests?
As AI accelerates code generation, these gaps widen. Numerical coverage may go up, but costs rise, and confidence falls.
96% of engineers don't fully trust AI output, yet only 48% verify it.
Sonar State of Code 2026
We ingest test results from anywhere, analyze them with AI, and surface clear signals about quality, cost, and effectiveness.
Know if your tests are meaningful, not just covered.
Understand what your tests cost and what they return.
Run tests where they make sense across your SDLC.
TestClew combines intelligent analysis, smart execution, and real-time visualization.
Test intelligence and decision layer. Ingests results from any framework, analyzes with AI, scores quality and cost.
Execution routing and vendor abstraction. SDLC-aware routing across CI, cloud runners, and third-party providers.
Real-time insights into quality trends, flakiness, and cost per defect.
Connect TestClew to the tools your team already uses.
CI & Version Control
Test Frameworks & Providers
TestClew is designed for teams who want confidence without runaway testing costs.
Engineering teams scaling test suites
Teams running expensive UI tests
Organizations adopting AI development
Anyone watching testing costs
Build confidence into your testing system. Join early access and help shape the future of test intelligence.