AI-led Engineering and Quality Assurance
Home / Quality Engineering / Agentic QA
Managed service
Our agents take every release from requirements intake to certification. You get outcome-based SLAs, evidence for every go or no-go, and one team accountable for both.
Teams ship weekly or daily. Manual and script-heavy testing becomes the bottleneck or gets skipped.
Suites break with every UI change, and maintaining them quietly consumes the team.
Time-and-material QA pays for hours. You want fewer defects in production and faster, safer releases.
The pipeline
01
Agents ingest documents, designs and user stories in any format and turn them into testable requirements.
02
Maps what changed in the release and ranks where testing matters most.
03
Generates scenarios and test cases from the requirements, with traceability back to each one.
04
Prepares synthetic test data and checks environments are ready before runs start.
05
Writes and self-heals automated tests as the application changes.
06
Runs functional, regression, API, performance and security suites in your CI/CD pipeline.
07
Groups failures, finds likely root causes and logs clear defects for the team.
08
A clear go or no-go decision, with the evidence behind it, for every release.
Commitments tied to results such as [SLA metric 1] and [SLA metric 2], not hours logged.
Every certification comes with the coverage, results and risks behind it, ready for audit.
Agents run on OpenAI, Azure OpenAI, Llama or Mistral, chosen to fit your data and hosting needs.
Experienced quality engineers own the service, the agents and the results.
Built with
OpenAI · Azure OpenAI · Llama · Mistral · AutoGen · CrewAI · Model Context Protocol
We work with OpenAI, Azure OpenAI, Llama and Mistral, and recommend a setup based on your data sensitivity and where it must be hosted.