All work
Reference build — not client work/Custom software + AMC/10–12 weeks + AMC
Five tools and a spreadsheet folder, replaced by one dashboard
A single internal platform with live data, roles and audit trails — so leadership argues about decisions, not about whose number is right.
The problem
- Weekly reporting eats a full day of copy-paste across spreadsheets.
- Numbers presented to leadership disagree depending on who built the deck.
- No access control: exports containing customer data can be forwarded by anyone.
How we'd build it
- One operations dashboard with live integrations into billing, support and product analytics.
- A shared metric definition layer so every chart is calculated the same way.
- Role-based access, row-level security and an audit log of who exported what.
- An AMC plan: monitoring, dependency updates and a monthly improvement sprint.
What we aim for
14 hrs/wk
Reporting time saved
Typical 5-source setup
5+
Data sources unified
Into one live view
Continuous
Uptime monitoring
Automated AMC probes
ReactTypeScriptPostgreSQLSupabasePython
How it's put together
A fast client layer, typed edge APIs, automated database migrations and deployments that ship without downtime.
- Frontend
- Next.js / React with server-side rendering and sub-second load times
- API & logic
- Stateless edge endpoints with strict TypeScript types
- Data
- PostgreSQL with automated migrations and encrypted backups
- Deployment
- GitHub Actions pipeline with zero-downtime rollouts
Next
JSS Scientific Group
Want somethinglike this?
A written scope and a fixed price within 24 hours. No retainer, no obligation.