Keep every integration stable with AI based API testing. ContextQA validates requests, responses, schemas, and dependencies, then repairs broken checks the moment your services change.
Get faster cycles, cleaner builds, and trustworthy results when you pair API automation with a context-aware AI testing platform.
ContextQA works like a backend QA engineer that never clocks out. It validates every endpoint, repairs broken assertions the moment a schema or contract drifts, and reruns affected checks so your suite stays green. Your team ships service changes without rewriting brittle API tests.
Services change faster than tests can keep up. A single schema or contract change can turn a green suite red across every dependent service.
Schema or contract drift breaks assertions
Endpoint and field changes break integrations
Microservice dependencies cause cascading failures
Auth and token changes block entire runs
Environment data mismatches cause false failures
Debugging relies on manual log review
Sound familiar? Try ContextQA and watch API regression shrink, broken integrations drop, and your backend team move faster on every release.
One automation engine that adapts to the parts of your backend that break brittle scripts: protocols, contracts, and chained multi-service flows.
From request validation to dependency reasoning, ContextQA handles the work that slows backend testing down.
Validates structure, fields, parameters, and response accuracy on every call.
Compares responses against current and historical schemas and contracts.
Focuses runs by risk, code change, and API history to keep feedback fast.
Studies cross-service effects and flags cascading failures before they ship.
Handles OAuth, JWT, and API-key flows, including refreshed sessions, across runs.
Request, response, logs, and a plain explanation in one view for fast triage.
Watch how ContextQA writes, heals, and runs your API checks, live.
Every capability maps to a concrete outcome for your API test suite.
| Capability | How it helps backend teams | Result |
|---|---|---|
| Checks structure, fields, parameters, and response accuracy | ||
| Compares against current and historical contracts | ||
| Prioritises checks by risk and API history | ||
| Studies cross-service effects and cascading impact | ||
| Repairs assertions when contracts drift | ||
| Request, response, logs, and root cause in one view |
A closed loop that validates, selects, checks contracts, reasons across dependencies, and diagnoses on every release.
Checks request structure, fields, parameters, and response accuracy automatically.
Prioritises checks by code change, API history, and dependency impact.
Compares responses against current and historical schemas and contracts.
Studies cross-service effects and flags cascading issues before they ship.
Shows request, response, logs, and a plain explanation in one view.
From microservice contracts to authenticated multi-step flows, ContextQA covers the API testing your team runs every day.
Built to handle modern service architectures and the messy realities of production APIs.
Tests REST, GraphQL, gRPC, and webhook endpoints out of the box.
Validates JSON and XML schemas and OpenAPI contracts.
Handles OAuth, JWT, API keys, and refreshed sessions.
Runs across local, staging, pre-prod, and regional environments.
Maps cross-service dependencies and cascading impact.
Works with Jenkins, GitHub Actions, GitLab, and CircleCI.
APIs are one surface in ContextQA. Each capability works in sync through agentic reasoning, testing and repairing with steady precision at scale.
Validate the UI flows that sit on top of your APIs for full end-to-end coverage.
Learn moreTest the mobile apps that depend on your services across iOS and Android.
Learn moreAutonomous agents generate, evolve, and run API checks in real time.
Learn moreSelf-learning agents repair broken API assertions as your services evolve.
Learn moreCausal reasoning explains why an API check failed and what to fix.
Learn moreRuns API suites inside every build and deployment for reliable releases.
Learn moreBackend teams get automated checks, clear diagnostics, stable runs, and accurate reporting on every release. ContextQA validates your services, cuts maintenance, and keeps integrations reliable as your architecture grows.
What you test
Catch hallucinations and drift before users do
SAP, Oracle, Workday & custom ERP
Browser automation across every engine
Native iOS and Android coverage
REST and GraphQL validation
CRM workflow automation
Enterprise application coverage
See what a code change breaks before merge
How you test
Plan, track, and manage every test
Tests repair themselves as code shifts
Pinpoint why a test broke, instantly
Catch unintended UI change
Load and stress at scale
Always-on across every release
Platform & AI
Parallel cloud grid, every browser and device
One prompt drives 50 testing tools
Test assets and code export
Real user intelligence and analytics
Connect Jenkins, Jira, CI/CD
IBM, Coforge, Red Hat
Analyze End-To-End Tests
Platform & AI
Not three tools.
