← The programme Week 09 · 2 sessions

Plan at scale: AI experiences and the platform

SESSION 01 · TUESDAY

Designing AI experiences

Tonight you design how your AI feature feels: what people see, what happens when Claude is wrong, and the instructions behind it.

Start session → Present slides

You will be able to

Explain why the same input can give a different AI output, and what that changes in design
Apply five AI UX patterns and design fallbacks for wrong, unsure and missing answers
Write system prompt v1: role, context, rules with reasons, personality and examples
Run ten eval cases by hand against your system prompt and record each result
Decide how, and at which step, your users are told that AI is involved

OUTPUT · AI experience flow + system prompt v1 + hand-run evals in 09-ai-experience.md

SESSION 02 · THURSDAY

From product to platform

More people, more roles, more systems talking to yours. Tonight you design who may do what, how data flows, and where Claude fits.

Start session → Present slides

You will be able to

Identify what changes in your product as users, roles, teams, integrations and data grow
Design roles and a permissions matrix that the server checks on every request
Plan integrations with webhooks, retries and idempotency, explained in plain words
Plan data at scale and decide the minimum your product sends to Claude
Record where the AI call lives, and why, in ADR 0002

OUTPUT · Platform design, permissions matrix and data map in 09-platform.md + ADR 0002

© 2026 MVP Studios Ltd. MVPAI™ and the MVP Founders Programme materials are original works of MVP Studios Ltd. All rights reserved. No copying, redistribution or commercial use without written permission. Course terms