Services / Engineering coaching & transformation
Faster, smarter AI‑native teams, with capability that lasts.
Handing out AI tools doesn’t change how a team delivers. We coach software and engineering teams from process-led delivery to AI-native practice, on real work rather than slides. The result is a lasting capability uplift, with leaders equipped to reshape the roles, structure and operating model around it.
Coaching on real work
Embedded in your actual delivery, not classroom theory.
Lasting capability uplift
A team that keeps going without us. We’ve coached and supported more than 50 engineers across multiple organisations.
Measured progress
AI fluency assessments and reporting on AI use, delivery and cost.
What we do
Coaching
Hands-on coaching for engineers and teams, embedded in live delivery rather than the classroom.
- Individual coaching and team sessions
- Pairing on live work, inside your team’s sprints
- AI fluency assessments for each person and team
- A capability uplift plan from where you are today
AI-DLC and foundations
An AI-native development lifecycle built on a clear standard of what good looks like, so teams move faster without losing quality.
- AI-DLC designed with your team and adopted across it
- CI/CD, automated testing and quality gates
- Review standards for AI-generated code
- Reporting on AI use, delivery and cost
- Adoption pathways from a pilot group to the whole function
Leadership and operating model
Support for leaders reshaping roles, structure and ways of working around AI-native delivery.
- Roles and team structure redesigned
- Ways of working and operating model for AI-native delivery
- Fractional CTO leadership while the change takes hold
- Progress reported against agreed measures
Supporting products
Our own products, built to make AI-native practice measurable and repeatable. Use them on their own or as part of an engagement.
Engineering insights
In betaDeveloper Insights
Coaching backed by data: adoption, cost, skills and agentic practice, with the uplift tracked over time.
View product
Product delivery
In developmentCollaboration Hub
Product owners and engineers in one AI-native workflow, from feedback and requirements to working software.
View product
AI enablement
In productionOrganisational AI Helper
The same shared skills on every engineer's machine, required and kept up to date.
View product
How we work
- 01
Assess
AI fluency assessments and a clear view of how your teams deliver today.
- 02
Foundations
Clear standards, testing and quality gates, so AI accelerates good work.
- 03
Coach
Individual coaching, team sessions and support embedded in delivery.
- 04
Embed and measure
AI-DLC practices adopted, with progress reported against agreed measures.
Who it’s for
Vertical SaaS and software
Software businesses whose teams need to become AI-native and whose delivery needs to speed up.
Enterprise engineering functions
Larger engineering teams moving from a pilot group to AI-native practice across the function.
Case studies
All work →
Multinational construction company
Coaching teams and embedding AI-DLC practices
Engineering coaching & transformation
Vertical SaaS business
Leadership and AI-native capacity to modernise a SaaS platform
Accelerated delivery

Multinational fleet operator
Driver app and run-sheet platform modernisation
Accelerated delivery
