AI UVD is a retained architectural practice that combines deep enterprise systems expertise with applied AI and machine learning. We carry delivery responsibility for the hardest technical problems, under clear commercial terms.
Three ways to engage
Every engagement follows one of three models, each designed for a different rhythm. No ambiguity, no open-ended advisory, no hourly billing.
Your external architectural authority on call. Building deep context with your systems and teams month after month.
Within this tier you get:
3-month initial, then rolling
Time-boxed, outcome-oriented projects. Migrations, integration layers, debt resolution, and system design.
Within this tier you get:
Scoped after paid discovery
Rapid intervention when systems fail or internal capacity is overwhelmed. Triage, stabilisation, and daily reporting.
Within this tier you get:
3-day minimum engagement
What we do
Thirteen core services across four practice areas. Every engagement is informed by AI and machine learning as a native capability, not an afterthought.
Problem framing, architectural strategy, independent technical authority, and future-ready system design. The foundation of everything we do.
View servicesPortfolio integration, abstraction layer design, uncovering latent value in existing systems, and technical debt resolution with zero-downtime migrations.
View servicesWorkflow design, stakeholder alignment, making complex problems disappear, and CI/CD driven production workflows that adapt continuously.
View servicesEmergency backstops, complex ad hoc situations, and attacking the hardest enterprise problems with genuine technical depth and sustained focus.
View servicesAI & Machine Learning
Every engagement is informed by applied AI and machine learning. Not as a buzzword or a separate product line, but as a core competency that shapes how we design, integrate, and future-proof your systems.
What makes this practice different from a traditional enterprise architect? AI fluency fused with deep systems experience. It is what makes this a 2026 practice, not a 2016 one.
Ready to engage
AI UVD accepts a limited number of engagements. If your requirement needs to be delivered rather than merely discussed, we should talk.