A Practical Way to Scale AI Across Your Business: The Studio Model
Copilots are live. Teams are experimenting with AI. Pilot projects are everywhere. But progress can start to feel uneven.
There’s activity across the business - but not always clear outcomes...
Through my work with leading businesses - building innovation capability, shaping operating models, and embedding continuous improvement - I’ve noticed a consistent success pattern.
The same is now becoming true for AI.
Combined with broader research and what’s emerging globally, it’s becoming clear that the organisations making real progress are using two-speed modes (https://lnkd.in/erQdJVVK) and building capability that continuously redesigns how the business works.
A simple structure for doing this is now starting to emerge. It’s not a large restructure. It’s a focused capability, built on five key layers.
This is a practical way to scale AI across your business - using a model that actually works.
**The Studio Model**
· Layer 1 - AI Leadership Forum:
This group sets direction, priorities, and guardrails - aligned to the business’s purpose and culture. It ensures AI efforts stay focused on real business value.
· Layer 2 - Domain Studios:
Small, cross-functional teams combining domain experts and technologists. Their role is to redesign processes using AI, and work alongside teams across the business in focused bursts to build AI capability. (Inspired by the Bauhaus movement - bringing disciplines together to reshape systems.)
· Layer 3 - Technology Enabling Platform:
The shared technology foundation that enables everything. Secure AI environments. A unified, governed data layer that connects the business. Reusable AI components.
· Layer 4 - AI Build Teams:
This is where ideas become reality. Small, high-speed teams focused on delivering new AI-powered tools and workflows. Each team typically around five people. Their job is simple: Build. Test. Validate. Deploy. (https://lnkd.in/eyRGd9tY)
· Layer 5 - Autonomous Operations:
Over time, this leads toward autonomous operations. People shift from doing the work to supervising and guiding it - acting as the human-in-the-loop within increasingly AI-powered processes.
Here's the uncomfortable part – and this shift matters:
Businesses need to move from delivering traditional digital and IT projects to designing how work gets done.
The businesses that succeed won’t just use AI tools. They will build something more powerful.
AI capability factories – powered by the 5-layer Studio Model.
Where NEW PROCESSES and NEW WAYS OF WORKING can be:
Designed. Tested. Deployed. Continuously improved.
The advantage is no longer just digital technology. It’s the ability to continuously evolve your processes and how your business operates.
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