GAMS • Zebra Agents • Zebra MFG Hub • Coolant Automation
Total Addressable Market
Average Cost Reduction
ROI for Manufacturing Partners
Comprehensive tools that drive efficiency, reduce costs, and unlock new revenue streams for manufacturers.
Generative Asset Management System that optimizes maintenance schedules through predictive analytics.
Autonomous AI assistants that streamline purchasing, invoicing, and inventory management.
Collaborative platform connecting manufacturers with suppliers, customers, and AI-powered insights.
Smart monitoring and control system for industrial coolant management.
North American metal‑cutting shops spend an estimated $3.5B on coolant and $5.4B on associated labor and disposal each year. Yet fewer than 8% leverage AI analytics today.
80k metal‑working shops × $1,000/mo SaaS
Great Lakes region (21k shops)
2% penetration with 70% gross margin
GAMS combines real-time sensor data with machine learning to create a comprehensive asset management system that predicts maintenance needs before failures occur. By analyzing historical performance data, environmental factors, and usage patterns, GAMS generates optimal maintenance schedules that minimize downtime while maximizing equipment lifespan and operational efficiency.
Our Zebra Agents are autonomous AI assistants that streamline purchasing, invoicing, and inventory management processes. These intelligent agents connect directly to your ERP system, automating routine tasks and providing decision support for complex procurement challenges.
With native AcctVantage ODBC integration, Zebra Agents seamlessly work with your existing systems to process invoices, manage purchase orders, and optimize inventory levels without disrupting your established workflows.
Automates RFQs, POs, and vendor management
Extracts, validates, and routes invoices
Predicts needs and prevents stockouts
Zebra MFG Hub is a collaborative platform that connects manufacturers with suppliers, customers, and AI-powered insights in one centralized system. Our prototype site at zebramfghub.pages.dev demonstrates how manufacturers can visualize their entire operation, from supply chain to customer delivery.
We're currently inviting forward-thinking manufacturing shops to join our beta program and help shape the future of connected manufacturing.
Building on the legacy of our Dazzle system, our next-generation Coolant Automation solution combines advanced sensors with AI to optimize coolant usage, extend fluid life, and ensure consistent machining quality.
Our sensor firmware roadmap includes enhanced connectivity options, expanded parameter monitoring, and integration with our GAMS platform for comprehensive machine health tracking.
We've already demonstrated product-market fit with our initial deployments and strategic partnerships.
Beta platform launched with multiple pilot customers in OH and GA showing strong initial engagement metrics.
LOIs signed with multiple manufacturing partners across food processing and aerospace sectors.
Provisional patents filed for our AI systems, including Fluid‑Chemistry LLM for Adaptive Coolant Optimization.
Strategic R&D investments qualify for significant tax credits, extending operational runway.
Leading Aerospace Supplier
"LakeEffect's AI tools have transformed our shop floor operations. Their coolant management system alone has reduced our fluid costs by 28% while extending tool life. The ROI was evident within the first 90 days."
Join us in transforming industrial operations with AI-powered manufacturing tools.
Schedule a demo, request our investor deck, or join our pilot program.
Reach out to discuss investment opportunities or schedule a product demonstration.