Discovery
Align on outcomes, inputs, and constraints. We map the workflow, decision logic, and document requirements to a clear success metric.
Manufacturing & Industrial
Smarter Parts Data. Lower Costs. Stronger Supply Chains.
Stop buying the same parts under different names. Our AI-powered manufacturing and industrial automation platform identifies redundant or lost inventory, consolidates suppliers, and reduces carrying costs.
Is Your Parts Data Costing You Millions?
When the same bearing has 15 different SKUs across facilities, you're not managing inventory; you're burning cash. Poor parts data leads to duplicate purchases, emergency orders at premium prices, and capital tied up in "lost" inventory that's actually sitting in a warehouse somewhere. We've seen manufacturers uncover 30% redundant inventory within weeks of deploying our classification engine.
30%
Average redundant inventory identified in manufacturing operations
$$$
Capital tied up in duplicate and obsolete parts
Hours
Wasted searching for parts that exist but can't be found
Typical automations
- Parts classification and SKU normalization
- Inventory discovery and duplicate detection
- Obsolete and slow-moving stock identification
- Supplier consolidation and substitution logic
- Demand-aware reorder optimization
- Semantic search across catalogs and ERPs
- Data enrichment and master-data governance
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Implementation approach
Pilot
Prove value quickly with real data. We integrate with your systems of record and validate automation behavior on real-world cases.
Production
Harden, govern, and scale. We help your team roll out safely with versioning, monitoring, and a plan for ongoing iteration.
Intelligent classification
Turn Chaos Into a Single Source of Truth
Our machine learning models analyze millions of SKUs, comparing descriptions, specifications, and usage patterns, to identify duplicates and create standardized taxonomies. The result: one clean master data set that shows you exactly what you own.
- Automated classification of millions of SKUs
- Identify duplicate and similar parts across systems
- Standardize descriptions and specifications
- Ensure new parts are added correctly by auto-populating fields
- Continuous enrichment as new parts are added
Discovery & optimization
Reduce Redundant Inventory by 30%
Once your data is clean, our optimization engine identifies opportunities to consolidate, substitute, and rationalize your inventory. Find functionally equivalent parts, identify obsolete stock, and optimize reorder points.
- Identify functionally equivalent parts across brands
- Surface lost inventory due to improper entry
- Detect obsolete and slow-moving inventory
- Optimize stock levels with demand analysis
Find what you need
Eliminate "Lost" Parts Forever
How many times has your team purchased a part that was sitting in a warehouse under a different name? Our intelligent search understands context, synonyms, and specifications, not just keywords. Find parts by what they do, not just what they're called.
- Semantic search across all part attributes
- Search by specification, function, or application
- Cross-reference across multiple catalogs and systems
- Visualize breakdowns by any attribute
Automotive Supplier Transformation
Challenge: A major automotive parts supplier needed to process thousands of complex rules estimating vehicle performance metrics. Their custom-built solution was slow, difficult to maintain, and couldn't scale.
Solution: They migrated to Logicdrop to run those rules on a platform built for speed, maintainability, and growth.
Result: Order-of-magnitude improvement in execution speed, dramatically improved team productivity, and a shorter development lifecycle.
The Logicdrop Manufacturing Advantage
From classification to search, Logicdrop turns fragmented parts data into a strategic asset, so you carry less, find faster, and trust what's in your systems.
30% Inventory Reduction
Identify and eliminate redundant, obsolete, and duplicate parts across your entire operation.
Find Parts Instantly
Semantic search means engineers find what they need in seconds, not hours of manual searching.
Trusted Master Data
Build a clean, standardized parts database that becomes a strategic asset for your organization.
How Much is Poor Parts Data Costing You?
Most manufacturers are surprised by the results of our inventory analysis. Schedule a consultation to discover hidden savings in your parts data.
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