Measurement methodology
Every engagement starts with a baseline.
This page explains what we measure, how we measure it, and what we will and won’t publish.
MEASURE
Three layers, all of them yours to see.
We track deeper operational metrics internally — including how our own AI systems perform — but the numbers above are the ones that matter to your business, so they’re the ones we report.
GATE
Nothing ships unverified. Here’s what that means.
Verified means reviewed against agreed acceptance criteria, passed through automated checks, and cleared by the production-readiness controls appropriate to the system — human review for judgment, evaluation suites for AI-generated components, and security checks matched to the workload. It’s a defined gate, not a slogan.
RULES
How we keep the numbers honest.
PUBLISH
Your numbers are yours.
Engagement data belongs to the client. What we publish here, over time: our measurement methodology (already on this page), representative anonymized benchmarks as engagements mature, and case studies — only with written permission, only with real numbers behind them.
Have something important to ship?
Talk to an engineer. 45 minutes. Your roadmap. No sales deck.
We’ll walk your current delivery flow, tell you honestly whether a sprint makes sense, and show you what we’d measure first. If it’s not a fit, we’ll say so.