What Is Enterprise AI Consulting?

Enterprise AI consulting is the planning, governance, and delivery of AI programmes across large organisations with complex requirements. It addresses challenges that smaller engagements do not: multi-department coordination, legacy system integration, regulatory compliance, data governance at scale, and change management for large workforces. The AI Consultancy delivers enterprise AI programmes for UK organisations, specialising in Claude enterprise deployments, licence management, and bespoke Claude-based solutions that reduce dependency on legacy software. We work alongside internal teams to ensure AI adoption is sustainable, compliant, and commercially justified.

What do you get?

  • 1.Enterprise AI strategy aligned to your corporate objectives and existing technology estate
  • 2.Data governance framework covering classification, access, quality, and compliance
  • 3.Multi-department implementation plan with phased rollout and dependency mapping
  • 4.Integration with enterprise platforms (SAP, Salesforce, ServiceNow, Microsoft 365)
  • 5.Change management programme including stakeholder communications and staff training
  • 6.Ongoing performance monitoring, model governance, and quarterly reviews

How long does an enterprise AI programme take?

Total programme duration typically ranges from 6 to 12 months. Enterprise AI programmes are structured in phases:

  • Phase 1 (4 to 8 weeks): Discovery, strategy, and governance framework
  • Phase 2 (6 to 12 weeks): Pilot implementation in a single department
  • Phase 3 (3 to 6 months): Multi-department rollout with change management
  • Ongoing: Performance monitoring, model retraining, and quarterly reviews

Total programme duration typically ranges from 6 to 12 months. Each phase has defined milestones and go/no-go gates.

What does enterprise AI consulting cost?

Enterprise AI engagements start from GBP 15,000for a focused pilot within a single department. Full multi-department programmes with governance, training, and change management typically range from GBP 50,000 to GBP 200,000 depending on scope, duration, and the number of systems involved. All work is scoped and quoted in detail before each phase begins.

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Frequently Asked Questions

What distinguishes enterprise AI consulting from standard consulting?+
Enterprise engagements address the additional complexity of large organisations: multiple departments, legacy systems, regulatory requirements, data governance policies, change management across hundreds or thousands of staff, and integration with enterprise platforms such as SAP, Salesforce, or ServiceNow.
How do you handle data governance and compliance in enterprise AI?+
We build governance into every engagement from the start. This includes data classification, access controls, bias testing, audit trails, and alignment with relevant regulations such as the UK Data Protection Act 2018, the EU AI Act, and sector-specific rules from the FCA, CQC, or ICO.
Can you work alongside our internal IT and data teams?+
Yes. We frequently operate as an embedded extension of internal teams. We define clear roles and responsibilities at the outset, use your existing project management tools, and conduct regular joint reviews to ensure alignment.
What is the typical duration of an enterprise AI programme?+
Enterprise programmes typically run from 3 to 12 months depending on scope. A single-department pilot might take 6 to 8 weeks. A multi-department rollout with governance, training, and change management is usually 6 to 12 months.
Do you provide ongoing support after the programme ends?+
Yes. We offer managed support arrangements including monitoring, model retraining, performance reviews, and capability building for your internal teams. Support is priced separately and can be structured on a monthly retainer or per-incident basis.

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