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Agent-Native Architecture Advisory

Make an existing product agent-operable without rewriting it — and without opening more than it should.

Deliverable
An audit of what exists and a staged migration plan, each stage shippable on its own.
Typical duration
2 to 4 weeks
From
€9,000 per project

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

  1. 01

    Audit

    We look for where the business logic lives. When it sits inside interface components, no agent can call it.

  2. 02

    Name

    A capability with no name and no one-line description is not an Action: it is interface state.

  3. 03

    Bound

    What an agent may do is decided before it does it. A privileged tool is not added for convenience.

  4. 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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Services

DiscoveryFrame the product before the first line of code, so the budget builds instead of correcting.openService({service:"discovery"})
Product designAn interface that holds together, carried by a design system your developers can keep alive without us.openService({service:"design"})
Web developmentA fast web application that holds up over time, with the tests and delivery chain to match.openService({service:"web"})
Mobile developmentAn iOS and Android app from a single codebase, published on both stores.openService({service:"mobile"})
Infrastructure & securityInfrastructure described as code, and Zero Trust access that does not rest on a text message.openService({service:"infrastructure"})
Maintenance & evolutionA product kept current, watched and fixed, with someone who answers when it breaks.openService({service:"maintenance"})
Agent-Native Architecture AdvisoryMake an existing product agent-operable without rewriting it — and without opening more than it should.openService({service:"agent-native"})

Go to

YorroProduct engineering studio in Abidjan and Paris. We design, we build, we ship.navigate({page:"home"})
ServicesBuild a product end to end, or advise a team on its agent-native architecture.navigate({page:"services"})
LabsWhat the studio has built: products, prototypes and research, with where each one actually stands.navigate({page:"labs"})
TutorialsStep-by-step guides drawn from real projects, grouped into tracks by topic.navigate({page:"tutorials"})
JournalThe studio's notes and positions.navigate({page:"journal"})
ContactDescribe your project; you get a framing back, not a boilerplate quote.navigate({page:"contact"})
AboutWho runs the studio, how it works, and what it turns down.navigate({page:"about"})
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