Industrial AI agents work across orders, quotations, scheduling, and fulfillment—understanding factory context, making decisions, and driving execution within real manufacturing constraints
Illustrative Scenario
Upload drawing
Supports STEP, PDF, and images; matching filenames are grouped into one task
Select work order
Import unscheduled work orders from the work-order system
AI-generated content. Review carefully
Scroll to explore all four agentsSelect an agent to explore
Black Lake Technologies has served 40,000 factories, supporting the shift from traditional surplus production capacity toward agile production driven by data and AI
Black Lake has served 40,000+ factories, supports 2 million+ users, reaches 95% decision accuracy across core agents, and covers 30+ industries
Industrial AI Platform
It understands each factory's context—including equipment, processes, materials, and operating rules—continuously assessing risks, improving decision-making, and driving execution under real factory constraints
When an order enters our platform, our agents automatically deciphers drawings, spreadsheets, and customer details; identifies products, quantities, processes, materials, and delivery requirements; and turns demand into executable production tasks
Explore CAD-to-Process AgentEvery factory is unique, with its own equipment capabilities, quotation logic, and production constraints. We harness these attributes into every AI-driven decision, handling quotations, process planning, scheduling, and fulfillment to cater to your specific production needs
Learn about the Industrial Knowledge EngineFactory Context Connected
Process Standards / Equipment Capabilities / Quotation Rules / Production Constraints
Conditional Logic
Match the current order against company rules
Generate Quotation
Completed
Create Process Plan
Completed
Adjust Schedule
Completed
Fulfillment Alert
Completed
Equipment downtime, material delays, schedule deviations, and urgent order changes can all affect production. Black Lake continuously analyzes how shop-floor changes impact orders and delivery, identifies risks in advance, and provides actionable recommendations
Explore Fulfillment AgentData sources
Risk analysis
Recommendations
Delivery risk detected
A material delay may affect delivery for 2 orders
From business owners and factory managers to planners and production supervisors, the staff share the same real-time production system to see order progress, capacity load, shop-floor abnormal events, and delivery risks without waiting for reporting up the chain
View Production AnalyticsProduction overview
Order Progress
82%
Capacity Load
76%
Abnormal Events
3
Delivery Risks
2
Abnormal event alerts
Drawing Sample
A17-Housing-Component.dwg
Drawing Features
Identify key dimensions and tolerances
Process Route
Match historical processes and machining sequences
Equipment Capabilities
Link available equipment and machining capabilities
Quality Rules
Learn quality standards and exception patterns
Key machining requirements identified. Recommended split: 2 process steps
Generate scheduling clues based on equipment capacity and delivery constraints
Recommended review: hole-position tolerance and surface roughness requirements
From emerging manufacturers to large-scale enterprises and global supply chains, Black Lake connects orders, production, and delivery within one intelligent operating system
Validating AI-driven operational improvement in real business scenarios
Flexible Response Capability
2 weeks
Improve supply chain flexibility with AI, enabling new product testing through batch delivery in as little as 2 weeks
View Solution →
Capacity Utilization
+25%
Use AI to optimize scheduling and bottleneck processes, unlocking more effective capacity without adding new production lines
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Capital Tied Up in Inventory
-41%
AI prepares materials precisely based on order demand and production plans, reducing excess inventory and capital tied up in work-in-progress
View Solution →
Order Gross Margin
+8%
Generate AI-powered quotations in 5 minutes, connecting cost estimates with production execution to reduce misquotes, missed costs, and process cost overruns
View Solution →For a decade, Black Lake has worked inside real order, process, scheduling, and delivery scenarios. Through serving 40,000 factories, we have continuously refined our products - not by forcing factories to adapt to software, but by building an AI platform that adapts to how factories actually operate
From Empowering Chinese Factories to Advancing the Global Industrial AI Ecosystem
WORLD
ECONOMIC
FORUM
MINDS
Machine Intelligence for Manufacturing and Operations
World Economic Forum
Industrial AI Expert Group
AI Application Star
Ministry of Industry and Information Technology
Industrial Internet
Outstanding Solution
National Data Administration
2025 "Data Element x" competition
organised by NDA
National Standard
Industrial Internet Platform Contributing Organization
National-Level
High-Tech Enterprise
Shanghai
Innovative Enterprise Headquarters
Shanghai
the Shanghai Academician Expert Workstation
Proprietary Intellectual Property
Hundreds of Patents and Software Copyrights
Rebuild how manufacturing operates with AI
