Case Studies

Real problems. Real solutions.

Detailed examples of how messy operations became coherent systems. Each case covers the situation, solution architecture, and results.

FF&E / Furniture ManufacturingNational FF&E Manufacturer & Installer

From Access chaos to real-time visibility across 200+ concurrent projects

4 months60+ users

The Situation

A leading FF&E manufacturer serving hospitality and commercial clients had grown rapidly, but their systems hadn't kept pace. Order data lived in Sage 300. Production schedules were in Excel. Installation tracking was in a Microsoft Access database that only two people understood.

Key Pain Points

  • 1No single source of truth for project status
  • 215+ hours/week spent compiling status reports
  • 3Installation scheduling conflicts discovered too late
  • 4Critical Access database was a single point of failure

The Solution

Built a modern data backbone in Supabase that connected Sage 300, factory operations, and field installation—without replacing the ERP or disrupting daily operations.

Data BackboneSupabase

Hierarchical schema with full audit trail and RLS by team

Integrationn8n + Python

Automated sync from Sage 300 and webhook-driven updates

Factory AppAirtable

Production teams scan units through stations in real-time

Field AppGlide

Mobile-first installer app with offline sync

85%

Reduction in manual entry

200+

Real-time project visibility

"For the first time in our company's history, we can see exactly where every piece is—from factory floor to final installation. The ROI was obvious within the first month."

VP of Operations

Built with:SupabasePostgreSQLn8nPythonAirtableGlide
Hospitality / Multi-Site InstallationHospitality Development Firm

Zero missed installation windows across 15 hotel openings

3 months40+ users

The Situation

A hospitality development firm was managing FF&E installation for 15 new hotel properties scheduled to open over 18 months. Each property had thousands of items. The existing process: Excel trackers emailed weekly, WhatsApp for field communication, and a shared drive of photos nobody could find.

Key Pain Points

  • 1No real-time visibility into installation progress
  • 2Punch items discovered weeks later
  • 3Field teams wasted time hunting for schedules
  • 4Executive reporting required days of compilation

The Solution

An orchestration system centered on Airtable for tracking, Glide-based mobile apps for field teams, and automated alerting for exceptions.

Central TrackingAirtable

Property → Room → Item hierarchy with status tracking

Field AppGlide

Photo capture, punch logging, offline sync

Punch Managementn8n

Automated routing and escalation

DashboardAirtable Interface

Program-wide view with drill-down

0

Missed install windows

70%

Punch resolution reduction

"The visibility changed how we ran the entire program. We went from reactive firefighting to actually managing the rollout."

Director of Project Management

Built with:AirtableGliden8nMake
Logistics & DistributionRegional Distribution Company

90% reduction in order processing errors

6 weeks15 office staff

The Situation

A regional distribution company handled 200+ orders daily. Orders arrived via email PDFs, which someone manually re-keyed into the warehouse system. Errors discovered at shipping were common. Customer service spent significant time tracking status.

Key Pain Points

  • 1Manual re-entry of every order
  • 2High error rate on items and quantities
  • 3No order status visibility until shipment
  • 4No early warning for inventory issues

The Solution

A webhook-driven order intake system that parses incoming orders, validates against master data, creates WMS entries via API, and flags exceptions for review.

Email Intaken8n

PDF parsing and data extraction

Order LedgerSupabase

Central order database with history

ValidationPython

Item and inventory validation

Customer PortalGlide

Self-service order status lookup

90%

Reduction in errors

60%

Fewer status inquiries

"We used to spend half our day re-keying orders. Now the system handles routine stuff and we focus on exceptions that need human judgment."

Operations Manager

Built with:n8nSupabasePythonAirtableGlide

Have a similar challenge?

If your operations are dealing with disconnected systems, manual processes, or legacy technology—let's talk about what's possible.