By Industry
AI Operations for Industrial Companies Running on Spreadsheets and Gut Feel
Your data is an asset — but only if you can actually use it. We build AI infrastructure that turns messy data into actionable intelligence.
The Daily Reality
8,000+ SKUs with inconsistent naming, duplicates, and missing attributes — and nobody has time to fix it.
Inventory decisions based on gut feel because pulling accurate data takes too long or requires one specific person.
Distribution routing is manual — your best logistics person is also your single point of failure.
Data lives in your ERP, spreadsheets, email, and paper — but no unified view of what's actually happening.
What We Build for Industrial Operations
Case Study
8,000 Records Cleaned in 3 Hours
Client Profile
Industrial wholesale distributor — 8,000+ SKUs, multi-warehouse operations, years of inconsistent data entry.
The Challenge
Product database riddled with duplicates and missing attributes. Manual cleanup estimated at 3-4 weeks. Inventory decisions were being made on unreliable data.
What We Built
Deployed an AI-powered data normalization pipeline that analyzed naming patterns, identified duplicates, standardized categories, and enriched missing attributes using manufacturer data.
The Results
- 8,000+ records cleaned and standardized in 3 hours
- Ongoing data quality maintained automatically as new products enter the system
- Inventory team now makes decisions based on clean, reliable data
- Eliminated weeks of estimated manual cleanup work
Your Proprietary Data Stays Protected
Product catalogs, supplier pricing, customer lists, distribution data — this is competitive intelligence. Uploading it to consumer AI platforms means losing control of your most valuable business data.
Isolated processing
Your data agents run on dedicated infrastructure, separate from other clients and consumer AI platforms.
No model training
Your product data and supplier information is never used to train models for competitors.
Complete audit trail
Every data operation is logged and traceable for compliance and accountability.