Engineering Outcomes
Increase delivery speed without sacrificing quality
Friction, rework, and unplanned work get removed without trading off reliability or engineering health. Faster delivery, defended quality.
The problem
Every engineering leader gets asked to deliver faster. Most have learned the hard way that pushing for speed without watching quality creates the next year's incident bill. Aidrian sees both halves of the picture, so faster cycle time becomes a defensible claim against measured quality and engineering health rather than a trade-off promise.
With Aidrian
- 5–10% productivity gain in 3 months (€75K–100K per team per year)
- ~15% reduction in rework and unplanned work
Quantify where time is spent in delivery and where it is being absorbed by rework, context-switching, or coordination overhead.
Track delivery throughput alongside reliability, incident, and rework signals so speed is gained without quality drift.
Cognitive load, on-call burden, and engagement watched continuously, so the speed gain does not show up as attrition six months later.
Specific actions per team, context-aware, rather than generic best-practice templates that fail to land.