Open the right operations. Keep the boundaries.
Let authorized external agents use meaningful business operations instead of unrestricted access to your application or database.
Design around the business action.
Find available slots. Prepare a draft quote. Check an order’s status. Define input, result, permission and error behavior for each operation.
Reuse the application’s rules.
The interface calls the existing business logic and authorization layer. An external agent must not gain a simpler route around tenant boundaries or approval requirements.
Document and test the contract.
Deliver operation documentation, scoped credentials and repeat-action safeguards. Use MCP where it fits the chosen integration; an API alone does not transform an entire company.
Turn manual enquiries into a controlled AI-native workflow
Follow the product decisions, engineering work and checks in a complete example.
The video could not be loaded. Try again later.
Start with a product.
Keep building a business.
Bring an idea or the software you already own. Give the next improvement a clear path from intent to evidence.