Enterprise AI, From Strategy to
Operations
A complete enterprise AI portfolio - advisory through implementation and ongoing operations. Strategy, governance, engineering, automation, and managed services under one accountable partner.
What we are usually called in to fix.
AI is being adopted faster than it is governed, and nobody can produce an inventory of every model and agent in production.
What we cover.
AI Strategy & Advisory
Enterprise AI roadmaps anchored to business cases - use case prioritization, value modeling, operating model design, and build-versus-buy decisions.
AI Governance & Assurance
Governance frameworks and controls aligned to the EU AI Act, ISO 42001, NIST AI RMF, and internal risk policy - operationalised through VynVault™.
AI & Agentic Engineering
Production AI systems - RAG architectures, agentic workflows, model integration, evaluation harnesses, and the guardrails that make them safe to run.
Intelligent Automation
Process intelligence and automation at scale - combining AI decisioning with workflow orchestration across ServiceNow, Salesforce, and SAP estates.
Data Foundations for AI
The unglamorous prerequisite - data quality, lineage, access control, and retrieval architecture that determines whether AI works in production.
AI Managed Services
Ongoing model monitoring, drift detection, cost governance, incident response, and continuous evaluation - because AI systems degrade without operations.
Every AI Consulting engagement
runs on IMPACT.
VynImpact™ is our delivery framework. Six phases, each with a defined output that the next phase depends on. It is why the phase names appear against every capability below: each one tells you where in the engagement that work actually happens.
No phase starts before the previous one has produced its output. That is the whole discipline, and it is why the framework is worth naming.
See the full methodologyHow We Engage on Enterprise AI
The hard part of enterprise AI is not the model. It is knowing which use cases are worth it and being able to evidence what they did.
AI Strategy & Value Mapping
Separate the use cases that will pay for themselves from the ones that will only demonstrate well.
- AI opportunity assessment across functions
- Use case prioritization against value and feasibility
- Build, buy and partner decisioning
- Data readiness and foundation assessment
- Operating model and capability planning
- Investment case with baselined starting metrics
AI Strategy & Value Mapping
Separate the use cases that will pay for themselves from the ones that will only demonstrate well.
- AI opportunity assessment across functions
- Use case prioritization against value and feasibility
- Build, buy and partner decisioning
- Data readiness and foundation assessment
- Operating model and capability planning
- Investment case with baselined starting metrics
Most engagements cross more than one.
Let us engineer your
next transformation.
Most engagements begin with one of these. Each is a defined piece of work with its own output, not an open-ended discovery. Pick the one that matches where you are.
Enterprise Architecture Review
We map your current platform estate, the integration between it, and where architecture is holding delivery back.
AI Readiness Assessment
Where AI would pay for itself, what your data foundation can actually support, and the governance you need before you scale it.
Executive Strategy Workshop
A working session with your leadership to turn a transformation ambition into a sequenced, costed roadmap.
Not sure which fits? A discovery session costs you an hour and commits you to nothing.
Book a Discovery Session