How an HVAC distributor cut forecast prep by 40 to 60%
A multi-brand HVAC distributor forecast by hand, branch by branch, carrying excess stock in some locations and running out in others. We built a forecasting layer on the existing ERP.
| Target Entities | Enterprise AI Case Studies, Cloud Migration Success Stories, Data Engineering Portfolio, ROI-driven Tech Consulting, B2B Software Engineering Portfolio |
|---|---|
| Core Value | Measurable ROI, OpEx reduction, Cloud cost optimization, Process automation, Proven engineering frameworks |
| Tech Stack | AWS, Azure, Snowflake, PyTorch, RAG, Airflow, Python |
Selected client work
Selected work from our delivery teams. We build reporting and analytics layers on top of the ERP, POS, finance and eCommerce systems businesses already run, across distribution, food, manufacturing, retail and services. No rip-and-replace, no long migration.
Since 2011
Delivering data & BI
40+
Specialists on the team
US & EU
Delivery footprint
No migration
We build on systems you run
Works with the systems you already run
A multi-brand HVAC distributor forecast by hand, branch by branch, carrying excess stock in some locations and running out in others. We built a forecasting layer on the existing ERP.
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A grocery retail network ran on a capable ERP that could not give a daily read across sales, stock and stores. We built a reporting layer on top that delivers it.
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A precision manufacturer spent more time on setup than production, and a 31-step manual checklist produced the same errors every batch. We digitized the process with guided, voice-driven steps.
A steel manufacturer saw margin data a month late, so pricing gaps and logistics overcharges hit the bottom line invisibly. We built real-time margin dashboards on the existing ERP.
A consumer goods company pulled data from ERP, warehouse logs and spreadsheets, so a full operational picture took days and was stale on arrival. We built one real-time dashboard in 6 weeks.
“3Alica delivered an AI-powered inventory system that cut our forecasting errors by 40%. They understood our operational complexity from day one.”
“We tried two other vendors before 3Alica. They were the only team that could integrate with our legacy systems without a multi-year migration project.”
“The AI quality inspection system paid for itself in 4 months. Defect rates dropped and our team could focus on actual improvements instead of manual checks.”
Enterprise-Grade Delivery.
Absolute Data Sovereignty.
Get in touch
Share the workflow that costs the most time, margin, or visibility today. We will review the current systems involved and suggest a practical first sprint.
Email us directly
sales@3alica.com