Use case library

Business use cases

Real business problems with sample data, a task to try yourself, and a worked solution to compare against. Browse by function.

A finished case starts with a real business task and the data behind it. You try building the solution yourself, verify your output against a checklist, then compare it to a worked solution and see what a good result looks like. A handful of cases below are fully built; the rest are on the roadmap and marked "coming soon." If you've worked through Modules 1–5, you have what you need to follow the live ones.

By function

Marketing & Sales

Marketing & Sales →

Segmentation, content pipelines, campaign dashboards, CRM enrichment, and outreach.

Finance & strategy

Finance →

Model automation, 10-K analysis, scenario tools.

Operations

Operations →

Demand patterns, workforce scheduling, manufacturing bottlenecks, quality control.

Supply chain management

Supply chain →

Supplier scorecards, inventory reorder points, landed cost, supplier negotiation.

Founder / early-stage

Founder →

Landing-page MVPs, customer interview synthesis, prototypes.

People & org

People →

Onboarding docs, event recaps, job description drafts.

Note

This is a growing library of examples and use cases. If you've built something with vibecoding that you think would make a valuable addition, please reach out.