AI Exchange · AI capability & production network
When AI is everywhere, domain expertise makes the difference.
Start with the business problem, not the technology.
AI Exchange connects enterprise needs with reusable AI capability, inspectable evidence and the specialist implementation work still required to reach production.
For leaders
I want to find what already exists.
Describe the outcome you need to improve. See the reusable capability, the evidence behind it, and what work remains before production.
Open to everyoneStart discovery
For builders and domain experts
I have expertise worth reusing.
Agents, models, workflows and blueprints — or the hard-won domain expertise that could become one — described in the vocabulary enterprise leaders evaluate: fit, evidence, requirements.
Open to everyonePublish a capability
What outcome are you trying to improve?
Describe it in your own words. You will see what already exists, how well it fits, and what work remains.
Capability browser
Reusable capabilities. What's known, made explicit.
See what a capability does, where it fits and what has actually been established. Evidence stays typed by class — declared, verified, reviewed, attested, observed, reported — and absence is stated, never scored.
Explore capabilitiesPrinciples
Enterprise AI should be open to choice.
01
The asset decides where it runs.
AI Exchange does not dictate the execution environment and does not become your runtime. A capability declares what it needs — residency, hosting, approvals — and you deploy it where your constraints say it belongs.
Discovery, evidence and fit; not a proprietary runtime.
02
Your infrastructure. Your data. Your boundaries.
Fit is assessed against your organization's context — where data may be processed, which models are permitted, who must sign off. Reusable evidence shortens diligence; it never replaces your own security, data and legal review.
The exchange enables choice. It does not define your perimeter.
03
Open when it makes sense. Protected when it matters.
A public capability page shows what a capability does, for whom, what it needs and what has been established. The full dossier — every evidence record, the assessment detail, the technical description — is read with an account. Builders publish under the name they choose; the exchange holds the verified identity and intermediates the relationship.
What is not declared stays visibly undeclared. Nothing is inferred.
How AI Exchange works
Two entry points. One shared question.
Enterprise demand and reusable capability enter from opposite sides; the exchange establishes what is already solved and what work remains.
Explore the modelFor builders and domain experts
What you solved can become supply.
Turn proven domain capability into structured supply that enterprise leaders can evaluate on fit, evidence and boundaries.
Explore contributingBegin with a business problem
Bring the problem. Find the best starting point.
Describe the outcome you want to improve. AI Exchange looks at what already exists, what has been verified and where specialist expertise is still required.