Products / Test Creation & Data
Coverage you can prove — not prompt.
Tests generated from proven mathematical models, and the precise synthetic data to run them — on demand, with no production data and no guesswork.
Math, not vibes.
Most teams paste a requirement into an AI chatbot and accept whatever comes back. It's fast — and it has no proof of coverage.
- A plausible-looking list, on a best guess
- No systematic proof of coverage
- Different results on every run
- Misses combinations no one thought to ask for
- Cause-effect graphing and decision tables
- Conditions and combinations derived systematically
- Repeatable, and traceable to the requirement
- Edge, negative, and combinatorial coverage by construction
One requirement in. A full suite out.
Prioritized cases
P1 critical, P2 complexity & risk, P3 supportive — each with preconditions, steps, data, and expected results.
Edge, negative & security
Edge and negative paths plus security tests covering the OWASP Top 10, generated automatically.
UAT & integration
Passive scanning across a folder of stories builds user-acceptance and integration tests.
BDD assets
Feature files and step definitions in Python, Java, JavaScript, and Ruby.
Coverage & traceability
Coverage analysis with AI commentary, and a requirements-to-test matrix for SOC 2 audits.
The Recorder
Create test cases by simply using the app — a Chrome recorder turns your clicks into AI-ready tests.
The right data for every test — in one stop.
In partnership with GenRocket, Spec2TestAI generates design-driven synthetic test data mapped to each test case — on demand, at scale, and 100% free of production PII.
Design-driven, on demand
Data modeled from the test case itself and generated in real time — not copied or masked from production.
No production PII
Stop using production data in testing — a direct answer to the security mandate and a relief for compliance.
Full coverage
Generate the exact positive, negative, edge, and combinatorial data each case needs to validate every path.
Testers spend 30–60% of their time finding and building test data (IBM). This removes that bottleneck.
See a full suite — and its data — from one requirement.
Bring a real user story. Watch the platform derive the tests mathematically and provision the data to run them.
Request a demo →