Enterprise AI
Enterprise AI programmes fail when governance, security, and change management are afterthoughts. We design them in from the start — so your AI investment delivers at scale.
Enterprise AI is different
Scaling AI across an enterprise introduces challenges that don't exist at smaller scale: complex data estates, multiple stakeholder groups, procurement and legal requirements, change management across large teams, and regulatory scrutiny that increases with size and sector.
We work with enterprise organisations across healthcare, professional services, financial services, and regulated industries — bringing sector expertise, technical depth, and the governance rigour that enterprise environments require.
What we do
- Enterprise AI strategy and programme design
- Governance and risk framework development
- Pilot design and controlled rollout planning
- Vendor selection and technology due diligence
- Large-scale change management and adoption programmes
- Custom AI application build and deployment
- Ongoing Fractional AI Officer support
Governance at enterprise scale
We apply ISO 42001 AI management principles, UK AI Safety framework guidance, GDPR, and sector-specific standards throughout. For healthcare enterprises, we align to NHS DSPT, CQC requirements, and clinical governance frameworks. Every programme includes a clear accountability structure and board-level reporting.
How we engage
Enterprise engagements typically begin with a discovery and scoping phase, followed by a phased programme delivered in partnership with your internal team. We work alongside existing IT, clinical, legal, and compliance functions — not around them.
Common questions
What does enterprise AI implementation involve?
Enterprise AI at scale involves multi-system integration, organisation-wide change management, governance frameworks, security architecture, and ongoing performance monitoring. We handle the full lifecycle — from strategy through build, deployment, and sustained optimisation.
How is enterprise AI priced?
Enterprise engagements are priced on a bespoke basis following a scoping engagement. We provide a fixed fee for each defined phase of work — we do not bill by the hour or leave scope open-ended.
How do you handle enterprise data security?
All enterprise builds are designed with zero-trust architecture, role-based access controls, full audit logging, and data residency requirements respected. We can deploy entirely within your private cloud environment where data governance requirements demand it.
Can you integrate with our existing enterprise systems?
Yes — we have experience integrating with Microsoft 365, SharePoint, Dynamics 365, Salesforce, SAP, and a wide range of sector-specific platforms. We build to your existing infrastructure rather than requiring you to adopt new tooling.
What governance frameworks do you apply at enterprise scale?
We apply ISO 42001 AI management system principles, align with the NIST AI Risk Management Framework, and ensure compliance with UK GDPR, the EU AI Act where applicable, and any sector-specific regulatory requirements. Governance documentation is a first-class deliverable in every enterprise engagement.
Every engagement starts with the Operations Reduction Audit.
No matter what you need from us, the audit comes first. It tells us exactly where you're losing time and money — so we can be certain we're delivering the right solution for your organisation.