Global capability centres
We run agents from five vendors. Who governs them all?
Your centre runs agents from many stacks for many business units. LeafCraft puts one set of rules over all of them, including ones built on LangGraph, CrewAI or AutoGen.
What's changing in global capability centres
Five vendors, five rulebooks
Each platform governs its own agents its own way. The parent company asks for one answer.
Headquarters wants one record
Audit, risk and legal at the parent want the same trail for every agent the centre runs.
The centre is judged on cost per decision
Blended AI bills do not survive a cost review. Cost per process does.
Two risks the layer removes
The agents you can't see, and the model that gets retired.
Agents you don't know about
In global capability centres, agents arrive through vendor updates and team pilots. LeafCraft finds all of them, gives each an owner, and brings it under your rules or removes it.
A model that gets retired
An agent built straight on one model has to be rebuilt and re-approved when that model is retired or repriced. On LeafCraft you switch the model for that agent in config and keep everything else. Months and a budget, saved.
- The model is retired or repriced
- Prompts, tests and sign-offs rebuilt
- Months of work, a new approval cycle
- The history stays with the old tool
- Pick another model for that agent
- Switching is a config change
- Test it against your own record first
- Rules, limits, owner and memory stay
Why it matters now
In global capability centres, the agents arrived before the rules did.
A global capability centre runs agents for several business units on several vendors' platforms, and answers to a parent company that wants one standard. The layer is that standard: one register, one set of rules, one record, across every vendor, exportable to headquarters in open formats.
The core infrastructure
What LeafCraft runs for global capability centres.
One team
Work goes by complexity and impact to named people: the team lead, the centre head, then leaders in the parent company.
How it works02Your rules
You decide what each agent may do alone, what goes to a person and what it may never touch, set once and applied to every vendor's agent.
How it works03Your memory
One record of every task and decision across every stack is kept on your side and open to the parent company's auditors.
How it works04Your budget
Every task, agent and agent type has a cost limit set before work runs, charged back to the business unit that asked for it.
How it worksAI and people, one team
Your global capability centres team, with AI on the org chart.
The agent prepares the case. Your person makes the call and writes why. A separate audit agent checks the decision against your rules.
What changes for you
How it helps your people
Who it helps in global capability centres.
Leaders who ask first
Questions teams ask
Our agents run on different frameworks. Do we have to move them?
No. Agents from 40+ named platforms, including LangGraph, CrewAI and AutoGen, run under the same rules. Anything else connects over A2A, MCP or a web address.
Can each business unit see its own AI cost?
Yes. Cost is recorded for every model call, broken down by agent, model and run. With limits set per task and per agent, you can charge AI spend back to the unit that used it.
Can we switch models without rebuilding?
Yes. You pick a model for each agent, and switching is a config change. New models from providers you have connected become available without an upgrade.
Bring one global capability centres process.
We'll map it with you: which roles are AI and which are people, who decides, who checks, what it costs and what gets recorded.