Project introduction
NOVA AI Startup Operating Platform | AI Application Development Case Study
A membership-based startup operating platform for ROLL ON., combining ideal customer profile (ICP) definition, AI action plans, customer interviews, CRM follow-up, founder networking and investor sharing. Plan permissions, AI usage and PayPal subscriptions connect the public product page with the signed-in workspace.

Background of the Problem
Founders need market assumptions, customer interviews and next actions in one workspace instead of scattered documents and conversations. This case focuses on signed-in operating tools, member permissions and subscriptions; the existing ROLL ON. website case covers brand and consulting service presentation.
Core Features
- ICP definition and AI action plans
- Customer interviews, CRM and milestone tracking
- Founder networking and member chat
- Business plans and investor sharing permissions
- PayPal subscriptions and AI usage management
Implementation Methods
- —AI output validation and idempotent request retries
- —Ownership, subscription and sharing permission checks
- —Action plan version conflict protection and bilingual UI
Data Flow
- 01Set up a member profile and ICP to organize target customers and market assumptions.
- 02Record customer interviews, generate an action plan and track tasks and milestones.
- 03Use founder networking and investor sharing according to the plan, and manage subscriptions and AI usage.