Discovery Sprint
2–4 weeks
A focused audit of your systems, data and constraints that ends in a scoped roadmap and a realistic cost range — before either of us commits to a number.
Approach
From discovery to live — visible progress every two weeks.
Every engagement follows the same five steps, whether it's a two-week scoping sprint or a six-month build. Working software, every two weeks — not a demo, the real thing.
Method
The same five stages, every engagement.
01
Discover
Workshops on objectives, users, systems and constraints. Roadmap before any code.
02
Design
Wireframes and prototypes validated with real users. Every screen approved first.
03
Build
Two-week sprints, working software at every demo.
04
Verify
Functional, security and accessibility testing. For AI features, evaluation suites measured against defined thresholds.
05
Run
Monitored deployment, analytics, and data-driven iteration.
Evaluation-first AI delivery — we define how success is measured before we build, so "it works" is a number, not an opinion.
How we engage
Five ways to work with us.
Project Delivery
3–12 months
A defined outcome delivered in two-week milestones, with working software at every demo — the model for builds where the destination is already clear.
Dedicated Team
Ongoing
Engineers, designers and an AI specialist working inside your roadmap full-time — standing capacity for teams whose priorities shift between sprints.
Staff Augmentation
Flexible
One or two specialists — an ML engineer, a platform engineer — reporting into your existing team when the gap is a skill, not a whole build.
Support Retainer
Monthly
Monitoring, incident response and iterative improvement for what's already live, including drift checks on any AI feature in production.