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Roadmap

The path from first useful app to a business you can operate.

The roadmap is written from the creator's point of view. First, an idea has to leave the notebook. Then it needs access, billing, memory, tools, and the operating controls that make it safe to put in front of customers.

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Roadmap

The path from first useful app to a business you can operate.

The roadmap is written from the creator's point of view. First, an idea has to leave the notebook. Then it needs access, billing, memory, tools, and the operating controls that make it safe to put in front of customers.

01

The idea becomes an app

A creator starts with expertise trapped in lessons, policies, examples, or spreadsheets. The first product step is turning that material into a published MCP app with behavior, knowledge, tools, access, billing, and a customer-facing endpoint.

  • Creator workspace for app lifecycle, behavior editing, knowledge upload, and publishing.
  • Published remote MCP endpoints with customer access, Stripe-backed creator billing, marketplace access, and runtime quota checks.
  • Localized public pages, case studies, Docs, About, sitemap, structured data, llms.txt, and answer-engine entry points.
02

The session learns to stay on track

Once customers talk to the app for more than one turn, the runtime needs continuity. This is where state, memory, deterministic tools, and quota behavior move from backend details into product experience.

  • State-machine workflows for lessons, onboarding, reviews, and other step-based sessions.
  • User memory scoped to the app and user, with explicit boundaries before any cross-app memory is allowed.
  • JavaScript tool execution, runtime validation, quota checks, error visibility, and operator diagnostics.
03

The app meets real AI clients

The buyer does not care which protocol edge changed this week. They care that the app opens in ChatGPT, Claude, Cursor, or another MCP-ready client and behaves the same way when access, tools, and provider limits are involved.

  • ChatGPT, Claude, Cursor, and other MCP-ready client setup paths.
  • Provider-aware chat, embedding, tool, telemetry, and middleware model aligned with the Microsoft.Extensions.AI approach.
  • Cleaner app preview, published-endpoint checks, and customer access states before a creator shares an app.
04

Expertise becomes a package

The next layer is the commercial story: a customer chooses a plan, gets the right entitlement, uses the app within limits, and the creator can explain what is included without becoming a billing engineer.

  • Clearer plan packaging, customer entitlement states, and billable operation visibility.
  • Better marketplace and pricing flows for paid experts, tutors, consultants, agencies, and internal helpers.
  • Operational views for access grants, runtime limits, customer support, and billing events.
05

The product grows up

After the first creator path is smooth, the platform can support heavier businesses: portability, more deployment surfaces, stronger organization controls, and cleaner customer-data operations.

  • Export and migration paths for app configuration, knowledge, and customer access records.
  • More data-retention, activity-log, incident-response, DPA/GDPR, and operator controls for customer-data workflows.
  • Broader connector surfaces, website embeds, custom domains, white-label options, SSO, and currency routing.
Start with a real app

Choose your first scene

The roadmap becomes useful when you apply it to one case. Pick the closest case study, swap in your knowledge, add one useful tool, and preview the customer path end to end.

  • Start with one knowledge source, one controlled tool, and one access or Stripe rule.
  • Walk through missing inputs, quota limits, provider errors, and handoff behavior before sharing.
  • Use the case studies as product patterns for voice, tutoring, formulas, support, internal knowledge, or paid expertise.

Roadmap

Start with a real app

Pick a case study, build the smallest useful version, and use the roadmap to understand which layer grows next.

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