| Readiness and opportunity definition | Enterprise capability, value, and risk assessment | Business goals, current data, and technology assessment | Readiness review across people, processes, and technology | Data, process, team, and strategic readiness analysis | Vision, foundations, workforce, and business value alignment | Business objectives, workflows, data, systems, security, and team capability review |
| Use case prioritization and business case | AI value framing across enterprise transformation domains | High impact opportunity mapping based on expected ROI | Use case alignment with business goals, feasibility, and ROI | Initiative prioritization based on ROI and readiness | High value use cases aligned with priorities, funding, and accountability | Ranked investment case covering value, feasibility, cost, risk, and adoption requirements |
| Data and architecture advisory | Strategy, architecture, data, integration, and program operations | Data engineering, model selection, and system integration | Data governance, solution design, and platform integration | Data readiness, technology assessment, and management practices | Clean data, modern architecture, and connected system planning | Data quality, access, lineage, infrastructure, integration, and production architecture recommendations |
| Governance and operating model | Risk, trust, monitoring, and responsible adoption services | Security and privacy guidance; operating model not clearly detailed | Governance plans, decision roles, workforce planning, and CoE support | Policies, responsible AI controls, training, and change management | Governance, workforce structures, security, monitoring, and accountability | Model controls, human review, decision ownership, monitoring evidence, and CoE structure |
| Technology and vendor selection | Technology architecture and integration; selection method not detailed | Foundation model comparison and selection for approved use cases | Microsoft, Salesforce, NetSuite, and custom technology selection | Tool implementation support; selection method not detailed | Technology selection across major platforms and niche providers | Model, platform, cloud, and vendor comparison against technical and commercial requirements |
| Defined advisory outputs | Strategy and transformation support; output package not detailed | Implementation roadmap; wider deliverable package not detailed | AI strategy, governance plan, readiness findings, and workforce plan | AI blueprint, practical playbooks, and deployment roadmap | AI vision, strategy, governance model, and aligned priorities | Readiness findings, ranked business case, architecture recommendations, governance controls, and implementation plan |
| Engagement options | Enterprise consulting programs; named engagement options not published | Consulting, development, integration, and ongoing support | Workshops, strategic planning, implementation, and ongoing support | Advisory, fractional support, PMO assistance, and sprint delivery | Strategy, solution delivery, organizational change, and ongoing operations | Focused assessment, strategy and roadmap engagement, or fractional advisory support |
| Implementation planning and oversight | Systems integration, program operations, and transformation support | Implementation roadmap, development, integration, and ongoing support | Solution implementation, adoption, maintenance, and performance monitoring | Roadmap planning, PMO support, implementation, and enablement | Planning, delivery, operations, accountability, and continuous improvement | Delivery phases, milestones, budgets, dependencies, acceptance criteria, reporting, and assigned ownership |
| Technical execution relationship | Integration and automation available through wider consulting services | Development and integration included within the consulting scope | Custom development and platform implementation included within the service | Implementation and sprint builds available alongside advisory support | Strategy, build, and operations delivered across the transformation program | Development, integration, or agent implementation scoped separately after recommendation approval |