Your CI/CD eval pipeline, built and handed to your team.
We design and build an automated eval pipeline on your infrastructure — wired into your deployment workflow, scoring against a quality baseline, and owned by your team from day one. You run it; we build it right.
3–5
Day Build Engagement
CI/CD
Pipeline Integration
Yours
Infrastructure Ownership
1
Handover Session Included
Why this matters
Every team knows they should run evals on every deployment. Most don't — because building an automated eval pipeline that integrates cleanly with CI/CD, scores against meaningful baselines, and produces actionable output takes more than an afternoon. We've built dozens of them. We build yours, then hand it over.
How We Do It
A structured process, every engagement.
Scope and architecture design
We review your deployment workflow, tech stack, and quality requirements, then design an eval pipeline architecture that fits without adding friction.
Configure eval tooling
We select and configure the right eval framework for your stack — Ragas for RAG, LangSmith datasets, or custom eval scripts — against your actual use case.
Build CI/CD integration
Eval pipeline wired into your CI/CD workflow — GitHub Actions, GitLab CI, or your existing pipeline — so evals gate every deployment automatically.
Establish quality baseline and thresholds
Initial baseline run documented. Pass/fail thresholds defined and agreed with your team before handover.
Documentation and handover session
Full runbook delivered. One-hour handover session with your engineering team — how to add test cases, read results, and tune thresholds.
What You Get
Tangible deliverables, not slide decks.
Who It's For
Built for teams where AI reliability is non-negotiable.
Teams with no eval automation
You run evals manually — or not at all — because setting up proper automation has kept falling down the backlog.
Teams switching models or providers
Swapping GPT-4 for Claude, or upgrading model versions — you need a repeatable eval run before and after to validate quality holds.
Engineering teams who want to own their tooling
You don't want a third-party running your evals forever. You want the pipeline built right, documented, and under your control.
Ready to get started?
Book a free 30-minute AI Reliability Assessment. We'll review your stack, identify your highest-risk failure modes, and show you exactly what to fix first.
Book a Free Scoping Call →