How We Replaced 12 Spreadsheets With One Custom Dashboard
A real case study of replacing a mess of spreadsheets with a single custom dashboard. See the process, cost, and results.
The Spreadsheet Problem That Finally Broke
Every business has spreadsheets that started small and grew into monsters. One of our clients — a logistics company with 40 employees — was running their entire operation across 12 interconnected Google Sheets. Inventory tracking, order management, driver scheduling, customer invoicing, performance reporting — all in spreadsheets.
It worked. Until it didn't.
The breaking point came when a formula error in the inventory sheet caused them to double-order $30,000 worth of materials. The same week, a driver scheduling conflict meant three deliveries were missed. That's when they called us.
Here's exactly how we replaced their spreadsheets with one custom dashboard — and the results they saw.
The Before: 12 Spreadsheets Running a Business
Their spreadsheet ecosystem looked like this:
| Spreadsheet | Purpose | Users | Update Frequency |
|---|---|---|---|
| Master Inventory | Stock levels | 5 | Real-time (attempted) |
| Order Tracker | Customer orders | 8 | Multiple daily |
| Driver Schedule | Route planning | 3 | Daily |
| Invoice Log | Billing records | 2 | Weekly |
| Customer Database | Contact info | 6 | As needed |
| Supplier Contacts | Vendor info | 2 | Monthly |
| Price List | Product pricing | 3 | Weekly |
| Performance KPIs | Monthly metrics | 1 | Monthly |
| Equipment Log | Vehicle/equipment | 2 | Weekly |
| Payroll Hours | Time tracking | 1 | Bi-weekly |
| Compliance Docs | Certifications | 1 | Quarterly |
| Budget Tracker | Financial planning | 2 | Monthly |
The problems were predictable:
- Data conflicts — Multiple people editing the same cells simultaneously
- Broken formulas — One accidental edit cascaded errors across sheets
- No validation — Anyone could enter anything in any field
- No audit trail — No way to know who changed what, or when
- Manual syncing — Data entered in one sheet had to be manually copied to others
- Performance — Some sheets took 30+ seconds to load
The Discovery Process
We spent 5 days understanding their workflow before writing any code:
Day 1-2: Shadow Sessions
We sat with every team — warehouse, dispatch, accounting, management — and watched them work. Not to judge, but to understand the actual workflow (which was different from what management described).
Day 3: Pain Point Mapping
We cataloged every frustration, workaround, and time-waster. The biggest ones:
- Dispatchers spent 45 minutes each morning cross-referencing three sheets to build the day's schedule
- The accounting team spent 2 days per month reconciling invoice data across four sheets
- Management had no real-time visibility into operations
Day 4-5: Solution Design
We designed a single dashboard application with four main views: Operations, Inventory, Finance, and Admin. Each view showed exactly what that role needed — no more, no less.
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Get in TouchWhat We Built
Tech Stack
- Frontend: Next.js + React with real-time updates
- Backend: Node.js API with PostgreSQL database
- Hosting: Vercel + AWS RDS
- Auth: Role-based access (admin, manager, dispatcher, warehouse)
Core Features
Operations Dashboard — Real-time view of today's deliveries, driver locations, order status. Dispatchers build schedules by dragging and dropping, with automatic conflict detection.
Inventory Management — Live stock levels with automatic reorder alerts. Barcode scanning integration for warehouse staff. No more manual stock counts.
Financial View — Auto-generated invoices from completed orders. Payment tracking. Monthly P&L that updates in real-time instead of someone spending a day building it in Excel.
Admin Panel — User management, system settings, audit log of all changes, data export for accountants.
Timeline and Cost
| Phase | Duration | Cost |
|---|---|---|
| Discovery | 1 week | $3,500 |
| Design (UI/UX) | 1 week | $4,000 |
| Development (MVP) | 4 weeks | $18,000 |
| Testing + Migration | 1 week | $3,500 |
| Total | 7 weeks | $29,000 |
Ongoing maintenance: $1,500/month (hosting, support, minor updates).
The Results
After 3 months of using the custom dashboard:
- Scheduling time — From 45 minutes to 5 minutes (89% reduction)
- Monthly reconciliation — From 2 days to 2 hours (80% reduction)
- Data errors — From ~15/month to ~1/month (93% reduction)
- Duplicate orders — Zero since launch
- Management reporting — Real-time vs monthly lag
ROI Calculation
- Time saved: ~30 hours/month across all teams
- At average loaded cost of $40/hour: $1,200/month in labor savings
- Prevented errors: ~$5,000/month in avoided mistakes and waste
- Monthly ROI: ~$6,200 vs $1,500 maintenance cost
- Payback period: Under 5 months
Lessons Learned
Start With the Workflow, Not the Features
We didn't ask "what features do you want?" We asked "walk me through your Monday morning." The features emerged from understanding the actual work.
Migrate Gradually
We ran both systems in parallel for 2 weeks. Teams used the new dashboard while the spreadsheets stayed as backup. This built confidence and caught edge cases.
Don't Replicate the Spreadsheet
The biggest temptation is building a digital version of the spreadsheet. Instead, we redesigned workflows from scratch. Some "essential" columns turned out to be unnecessary when the data flowed properly.
Drowning in spreadsheets? Tell us about your situation — we'll help you figure out if a custom solution makes sense and what it would cost.
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