Agent-Native Architecture Advisory
Make an existing product agent-operable without rewriting it — and without opening more than it should.
The problem
Most products are not agent-operable, not for lack of AI, but because their business logic lives inside their interface components. Nothing to call, nothing to name.
The audit finds that logic and lifts it into an Actions layer: named, parameterised capabilities, invoked identically by the interface, by a command palette and by an agent. Then we decide what gets opened — and what does not.
It is this site’s own architecture. We sell what we practise.
What is included
- An audit of the business logic: what is already nameable as a capability, what is buried in the interface
- A defined Actions layer: named, parameterised capabilities invoked identically by the UI and by an agent
- MCP exposure: what gets opened, what does not, and why
- Guardrails: tool scope, usage ceilings, call logging
- A staged migration plan, each stage shippable and reversible
How it works
- 01
Audit
We look for where the business logic lives. When it sits inside interface components, no agent can call it.
- 02
Name
A capability with no name and no one-line description is not an Action: it is interface state.
- 03
Bound
What an agent may do is decided before it does it. A privileged tool is not added for convenience.
- 04
Plan
The migration is cut into independently shippable stages, so it can stop without leaving a building site.
Frequently asked
Do we have to rewrite the product?
No. The Actions layer is extracted from existing logic; it is a guided refactor, not a rewrite. If a rewrite were necessary, the audit would say so rather than let you discover it mid-way.
Will an agent have access to our data?
Only to what you expose, and the audit exists precisely to settle that. The rule we apply to ourselves applies to you: an agent holds no privileged tools by default.
Is this useful for anything other than AI?
Yes, and it is often the deciding argument. Named, callable business logic also gives you a command palette, an internal API and simpler tests.
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