Retail price intelligence
Client · In Flight · no deployment to check
South African FMCG retail intelligence dashboard for a brand not named at its own request. Neon-backed, DB-first — the most mature project in the AISP portfolio.
- Stage
- Maintain
- In Flight
- Progress
- 92%
- Test coverage
- 70%
- Commits
- 272
The business problem
A South African FMCG brand needed competitor pricing, margins and trade indicators consolidated and refreshed on a schedule, instead of tracked by hand across scattered spreadsheets.
What the build does about it
A maintained retail-intelligence dashboard now in production, refreshed on a schedule rather than by hand — the client's name is withheld at their own request, not AISP's convenience.
How to read these
Sides — how far it has got
Fill — progress
Raspberry — a blocker is recorded
Green — landed
Built with
- Next.js
- React
- Supabase
- Upstash-Redis
- Sentry
- Resend
How it got here
Surveyed before it was built
Scope, build, deploy, assure, hand over. Everything was agreed in writing before anything was made.
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