Best-fit format
1 day / advisory sprint
Operating Model
AI CoE & AI Factory Design Workshop
A focused design workshop for GCCs that need a practical AI operating model, demand intake process, governance forums, solution patterns, value tracking and pilot pipeline discipline.
Discover
Diagnostic • priority
Design
Target state • roadmap
Digitize
Platforms • data • AI
Drive
Adoption • cadence
Deliver
Benefits • scale
AUD
Recommended audience
GCC leaders, function owners, transformation teams, HR/L&D, PMO, AI CoE and governance stakeholders depending on scope.
WHY
Why it works
The session links business context, GCC operating reality, responsible adoption and practical next steps rather than stopping at AI awareness.
Indicative modules
01
AI CoE vs federated adoption model
Designed as a practical, discussion-led module with GCC examples and action-oriented outputs.
02
AI demand intake and use-case qualification
Designed as a practical, discussion-led module with GCC examples and action-oriented outputs.
03
Delivery squads, reusable patterns and vendor/tool standards
Designed as a practical, discussion-led module with GCC examples and action-oriented outputs.
04
Governance cadence, risk review and decision rights
Designed as a practical, discussion-led module with GCC examples and action-oriented outputs.
05
Value tracking and scale-up stage gates
Designed as a practical, discussion-led module with GCC examples and action-oriented outputs.
Outputs
D1
AI CoE operating model
A practical artefact that can be reviewed by GCC leadership and taken into the next adoption step.
D2
Demand intake and qualification model
A practical artefact that can be reviewed by GCC leadership and taken into the next adoption step.
D3
Governance forums and decision rights
A practical artefact that can be reviewed by GCC leadership and taken into the next adoption step.
D4
AI value tracking dashboard structure
A practical artefact that can be reviewed by GCC leadership and taken into the next adoption step.
How Enrich customises this
By function
Examples can be tailored for finance, HR, procurement, IT, analytics, operations, PMO, customer support and shared services.
By tool landscape
Exercises can be adapted to approved enterprise AI tools and internal policies.
By maturity
The same offering can be run as awareness, adoption, governance, use-case discovery or scale-up depending on current readiness.
Next step
Use this as a focused GCC intervention or as part of the AI-Ready GCC Accelerator.
Enrich can recommend a light-touch masterclass, one-day workshop or larger adoption programme based on your GCC’s current mandate.
Related Insight
Read the related GCC insight
Explore the supporting Enrich blog article that expands on this GCC offering and the business case behind it.
Designing an AI CoE and AI Factory for GCCs
Learn how GCCs can design an AI CoE and AI Factory operating model with intake, governance, delivery squads, reusable components and value tracking.