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AI Transformation Consulting

Pilots don't transform companies. Production AI does.

We help enterprise and mid-market companies move their AI initiatives from perpetual pilots into production systems that actually run the business - with the change management, infrastructure, and team capability to sustain them.

12%
of AI pilots make it to production
People
Teams don't know how to work with AI systems. Workflows haven't changed. Nobody owns the outputs.
Process
Pilots run outside of normal engineering and product processes. They never get hardened for production.
Data
The pilot used a curated dataset. Production data is messier, drifts over time, and wasn't governed.
Governance
No one defined who's accountable for AI decisions, or what happens when a model is wrong.

What transformation actually means

Not just technology
Transformation is a change management challenge as much as an engineering one. We work with people, not just systems.
Aligning teams
Product, data, engineering, and operations all need to change how they work. We create alignment across all of them.
Fixing data foundations
Most pilots use clean data that doesn't exist in production. We fix the underlying data infrastructure first.
Building internal capability
We train your team to run it. Transformation ends when your people own the system - not when we ship it.

Our transformation framework

Phase 1
Diagnose
What we do
Assess data readiness, team capability, infrastructure gaps, and governance maturity.
What you get
Transformation readiness report with prioritised gaps.
Phase 2
Prioritise
What we do
Select the highest-value AI use cases based on data availability, business impact, and implementation feasibility.
What you get
Ranked AI opportunity map with business case for each.
Phase 3
Build
What we do
Develop production-grade AI systems with monitoring, governance, and integration into existing workflows.
What you get
Working, monitored AI system in production.
Phase 4
Operate
What we do
Run the system with your team - fixing issues, optimising performance, and handling drift.
What you get
Stable production system with defined SLAs and runbooks.
Phase 5
Scale
What we do
Extend the pattern to additional use cases. Transfer ownership fully to your internal team.
What you get
Internal capability to deploy and operate AI independently.

What's different about us

We build, not just advise
We write the code, set up the infrastructure, and deploy to production. You get a working system, not a slide deck.
We own the first production deployment
We stay until it's in production and stable - not until the prototype is done. Production is the finish line.
We train your team to run it
Every engagement ends with a knowledge transfer that makes your team capable of operating and extending the system without us.

Readiness assessment

We evaluate all eight dimensions before starting a transformation engagement:

Data quality & availability
Model governance framework
Infrastructure & MLOps readiness
Team AI skills & training
Change management plan
Executive & stakeholder alignment
Compliance & regulatory review
Success metrics & measurement
Result
"Took a stalled AI pilot to enterprise production rollout across 6 hospitals in 18 months"

Ready to build your
next digital product?

Whether you have a detailed specification or just an early idea - we'll help you scope it, challenge the assumptions, and deliver it on time. No pitch decks. Straight to the point.

Get in TouchSee Our Work

What happens next

1

Send us a message

Tell us what you're building or what's broken.

2

Discovery call (30 min)

We ask hard questions. You get honest answers.

3

Scoped proposal

Clear deliverables, timeline, and team in 48 hours.

Contact Us

Tell us about
your project

Whether you have a detailed brief or just an early idea, we will help you scope it, challenge it, and ship it.

  • Agentic AI development and multi-agent systems
  • Generative AI consulting and LLM integration
  • RAG development and custom model deployment
  • Data engineering, MLOps and custom software
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