Centers Of Excellence Models
Definition
Centers Of Excellence Models
Centers of excellence models are the organisational shapes a centre of excellence can take, from a single central team through hub-and-spoke arrangements to a loose community of practice. The shape decides the behaviour — more than the subject ever does.
This entry is about the shapes rather than about any one subject. A centre for automation and a centre for artificial intelligence face the same structural choice, and they usually get it wrong in the same way.
The recurring error is choosing a shape for the launch rather than for the steady state. A central team is right while capability is scarce and wrong once every business unit needs it weekly.
Each shape fails differently, and knowing how is what makes the choice tractable. Central teams become bottlenecks, federated ones drift apart, and communities of practice quietly stop meeting.
Charging models shape behaviour more than intent does. A centre funded by internal recharge will take the work that pays — and decline the difficult case that would build the most capability.
Key takeaways
- The model is the structure, not the subject the centre specialises in.
- Central shapes concentrate scarce skill and become queues as demand grows.
- Federated shapes scale but need active standard-setting to stay coherent.
- The right shape changes as capability spreads, so the choice is revisited.
How it works
A central model puts every specialist in one team that does the work for everyone. It builds depth fast, keeps standards consistent, and turns into a waiting list once demand passes what the team can absorb.
Hub-and-spoke keeps a small core that sets standards, trains and assures, with practitioners embedded in business units doing the delivery. It is the most common steady-state answer and the hardest to fund, because the core produces no visible output.
A federated model gives each unit its own capability with a coordinating forum between them. It scales best and drifts fastest, so it needs published standards and a real review cadence rather than a friendly quarterly call.
A sunset clause is worth writing at the start. Some centres exist to spread a capability and should close once it has spread, and saying so early prevents a permanent team forming by default.
Embedding is a deliberate design choice. The US General Services Administration describes its Centers of Excellence as “embedded in each agency”, changing or growing “to fit the needs of different sectors of government”.
| Model | Strength | Failure mode |
|---|---|---|
| Central | Depth, consistency, fast standards | Becomes a bottleneck |
| Hub and spoke | Scale with coherence | Core is defunded as invisible |
| Federated | Scales furthest | Standards drift apart |
| Community of practice | Cheap, voluntary | Attendance decays quietly |
Publicly funded advisory networks run at a larger scale still. The manufacturing extension partnership run by the National Institute of Standards and Technology reports “nearly 1,400 trusted manufacturing advisors at more than 450 service locations”.
Examples
The instructive cases are the ones that changed shape rather than the ones that happened to pick well first time. The three below show the usual progression between them.
A bank starts with a central automation center of excellence. Demand outgrows it within eighteen months and it moves to hub-and-spoke.
An insurer runs a federated AI center of excellence with published standards. Coherence holds because a small central group reviews every model before release.
A retailer builds its centre inside a captive center. Proximity to delivery teams works well, and distance from head office slows funding decisions.
Related terms
Centres of excellence sit alongside other delivery structures that concentrate capability in one place. The entries below are locations and commercial models rather than organisational shapes.
- Offshore development center (ODC): a delivery site, not a standards-setting body.
- Captive center pricing: how an owned centre’s costs are charged internally.
- Security operations center (SOC): a monitoring function with a permanent operational role.
- Nearshore delivery centers Americas: a location choice available to any of these shapes.
FAQ
Which model should a new centre start with?
Central, in almost every case. Scarce capability needs concentrating first, and the move to hub-and-spoke should be planned rather than forced by a backlog.
When should the shape change?
When the queue for the central team exceeds a few weeks, or when more than three business units need the capability continuously.
How is a centre of excellence different from a shared service?
A shared service performs transactional work at scale. A centre of excellence sets standards, builds capability and handles the difficult cases rather than the volume.
How should it be funded?
Centrally, not by internal recharge. Charging business units for standards work guarantees it is the first thing they stop buying — which defeats the purpose.
How is success measured?
By capability spread and by the quality of work done outside the centre. A centre whose own output is the only measure has an incentive to stay a bottleneck.
Can a centre be outsourced?
The delivery capacity can. Standard-setting and assurance are harder to place outside, because they need authority the provider does not hold.
Find capability partners in the Outsource Accelerator hubs.
Independent
