Stop Scaling Head Count,
Start Scaling Delivery.
AI Build Teams are AI-augmented teams with expert oversight that ship production-grade code faster, with less overhead and no compromise on quality.
Stop Scaling Head Count,
Start Scaling Delivery.
AI Build Teams are AI-augmented teams with expert oversight that ship production-grade code faster, with less overhead and no compromise on quality.
Stay in control of
AI-generated code
Learn how spec-driven development reduces technical debt, improves quality, and ensures AI delivers software aligned to your business requirements.
Traditional models
are broken
Most delivery teams are under pressure to deliver more, faster, with tighter budgets. But old ways introduce friction.
Runaway Costs
Every additional role, handover, and layer of coordination drives up cost, without proportional output.
Response
AI Build Teams reduce dependency on large teams by embedding AI into delivery, lowering cost per feature shipped.
Delivery Bottlenecks
More people means more meetings, more alignment, and slower execution.
Response
Small, AI-augmented teams move faster, reducing cycle times and accelerating time-to-value.
Inconsistent Output
Manual processes, fragmented ownership, and outdated documentation lead to rework and defects.
Response
AI-driven development improves consistency, reduces human error, and keeps documentation aligned to code in real time.
AI Without Direction
Teams know AI matters, but lack the expertise to implement it effectively in delivery pipelines.
Response
Expert-led AI engineering embeds the right tools, workflows, and governance, turning AI from experimentation into execution.
How AI Build Teams
transform delivery
What is a DVT
AI Build Team?
A DVT AI Build Team is a compact, AI-augmented high-performance delivery team designed to build software and digital solutions faster and more effectively using AI-assisted engineering tools and practices.
A Curated
AI Tool Stack
A Curated AI Tool Stack
AI coding assistants, automation tools, testing tools, documentation generation, and engineering copilots selected to fit the client’s technology stack, security requirements, and enterprise constraints.
Continuous AI
Engineering Training
Continuous AI Engineering Training
Access to a continuously updated DVT curriculum to stay up to date with rapidly evolving AI development practices, tools, and techniques.
Token Usage Optimisation
Token Usage Optimisation
so token costs do not erase the productivity gains.
Compact Team
Compact Team
The model combines experienced software, data and automation engineers with AI tooling, AI governance, and modern delivery methods to significantly improve delivery speed, quality, and scalability, while still maintaining enterprise-grade oversight and engineering discipline.
AI Engineering
Oversight
AI Engineering Oversight
where AI specialists design, validate, and govern how the team uses AI.
An AI-Native
Delivery Lifecycle
An AI-Native Delivery Lifecycle
Spec-Driven Development, where AI transforms well-defined specifications into production-ready code, dramatically accelerating delivery while improving consistency and quality.
Embedded Client
Participation
Embedded Client Participation
Optionally, client team members form part of the team, to build internal AI capability and assist with enterprise deployment of solutions developed.
The model combines experienced software, data and automation engineers with AI tooling, AI governance, and modern delivery methods to significantly improve delivery speed, quality, and scalability, while still maintaining enterprise-grade oversight and engineering discipline.
Why clients choose
AI Build Teams
The future of work with AI has started. DVT gives clients the ability to leapfrog their delivery to a new area of AI Agent augmented work and reap the benefits of business outcomes delivered faster with reduced cost. AI Build Teams are designed to reduce the cost of delivery by shifting effort away from repetitive work, while maintaining control through expert validation.
Much more than just
software engineering teams
There are many different categories of DVT AI Build Teams such as
Software Development
Agentic AI Solutions
Data Engineering
Automation
Cloud Migration
In addition to a digital specialisation, our AI Build Teams are often also specialised in industry solutions such as
Banking credit risk scoring
Online banking
Anti-money laundering
Product development
How AI Build Teams work
Define outcomes
Align on success, business impact, and quality thresholds.
Assemble the team
Get a small team of specialists & a carefully curated AI stack you need, customised for your environment.
Read More
Where needed provided additional training to the team on the relevant and latest AI tools, delivery life cycle and techniques from DVT’s AI Engineering curriculum.
Deliver with AI
AI handles repeatable work; experts supervise, validate, and refine.
Control cost
Manage AI usage deliberately with predictable token economics, AI experts that provides oversights.
What you get, every month
A packaged delivery capability that produces usable, auditable artefacts.
Working Increments
Delivered against agreed outcomes every sprint.
Current Documentation
Always aligned to what is actually delivered.
Defined Lifecycle
Repeatable gates and review points for complete safety.
Transparent Visibility
Clear reporting of AI usage and cost drivers.
Ready to see the future of work, delivered today?
This is not “AI advice”. This is an AI-augmented delivery capability you can put to work immediately.