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We identify the user, recurring task, required evidence and measurable outcome.
We turn a specific business workflow into a reliable app that works directly inside ChatGPT.
Discuss your projectA custom ChatGPT app combines conversational guidance with tools that can retrieve data, perform calculations and complete controlled actions. Unlike a prompt-only assistant, it has an explicit product interface, permissions and business logic.
We identify the user, recurring task, required evidence and measurable outcome.
We define conversation, tool boundaries, interface states and human checkpoints.
We implement the MCP server, widget, integrations and production safeguards.
We validate real use, monitor reliability and improve the app from observed behaviour.
It can combine language with approved tools for data retrieval, calculations, structured decisions and actions in external systems.
Yes. We design narrowly scoped MCP tools around existing APIs, databases and access rules.
Yes. A production app uses the Apps SDK and MCP to provide dedicated UI, tool contracts and deeper control over integrations.