01.
Coverage audit
We map your current test automation and evaluation coverage against your actual production traffic, ranking gaps by severity instead of guessing where quality risk lives.
QUALITY ENGINEERING
AI quality engineering that's documented, repeatable, and shippable.
Production-grade evaluation pipelines, test automation and regression testing for AI systems: from RAG pipelines and microservices to a deployment your team can trust, without depending on tribal knowledge or which engineer is on call.
Quality engineering delivered like a production line,
not a one-off audit.
02.
Evaluation pipeline build
Repeatable evaluation pipelines for RAG systems, microservices and agentic workflows, built on open-source tooling from OpenCrevo your team can inspect and own.
03.
Regression testing & CI/CD wiring
Test automation and regression suites wired directly into your CI/CD pipeline, so quality checks run on every change instead of before a release deadline.
04.
Documentation & handover
Every pipeline, threshold and playbook is documented so consistency survives staff turnover. Quality engineering that doesn't quietly decay once we step back.
A systemized quality factory, not a bespoke one-off engagement.
TYPICAL AGENCY
Bespoke, one-off QA engagements
- Manual test plans that go stale the moment the model or prompt changes.
- Proprietary tooling you can't inspect, fork, or run without the vendor.
- Knowledge leaves with the consultant when the contract ends.
OPENCREVO
AI Quality Engineering
- Evaluation pipelines and regression suites wired into CI/CD, running on every change.
- Built on open-source tooling from OpenCrevo. Nothing locked behind a vendor.
- Documented and repeatable, so quality never depends on tribal knowledge.
99.2%
Output reliability achieved
94%
Hallucination rate reduction
6 wks
Avg. roadmap to production
Want a written roadmap before committing to delivery?
Book an AI Transformation ConsultationNeed ongoing coverage after the initial build?
See the Advocacy Program