Case studies · Scenario narratives · Anonymised
Two anonymised scenario narratives. They illustrate the shape of an engagement, not a real client story.
Series-A SaaS · ~20 engineers · Audit → Delivery
A six-week engagement that turned an AI-assisted PR backlog and a flaky-CI reflex into a measurable drop in cycle time — no percentage claims, just the team noticing.
Seed-stage · ~8 engineers · Coaching & Training
Two workshops plus a coaching month. Reviewers reported reviews felt faster; juniors spent less time re-running prompts and more time debugging them.