Case Studies
How businesses are using ToolPlex to automate operations and unlock insights
ManufacturingApparel
How a Manufacturer Cut Analytics Time from Minutes to Milliseconds
The Problem
A Southeast Asian apparel manufacturer with multiple warehouse locations was running their entire analytics stack on Tableau. Their largest inventory report joined 2.3 million rows live on every open - taking 4+ minutes just to load. Other reports took 10-30 minutes to generate.
Demand forecasting ran on Excel trendlines. No seasonality, no confidence intervals. Production planning was entirely reactive.
What We Built
- PostgreSQL reporting database with materialized views - unified data from multiple warehouse locations, refreshed nightly, separating the query from the compute
- Time series forecasting model trained on millions of rows of sales and production history, with seasonality modeling and confidence intervals - cut forecast error by 50%
- AI agents with full business context - analysts went from waiting for Tableau to load to asking questions in plain English against live inventory and forecasts
- Always-on monitoring with web access for proactive alerting - deploying now
Results
10+ min → ms
Report generation time
2.3M rows
Queryable in milliseconds
50%
Forecast error reduction
Real Estate
Case study coming soon
Retail
Case study coming soon
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