AI for measurable
manufacturing outcomes.
From customer acquisition to factory operations and everyday office work. Connect enterprise data, knowledge and accountable tasks to support grounded improvement.

Three business priorities. Clear application value.
Define the business priority before choosing products and implementation.
Create qualified opportunities
Discover prospects, explain relevance and follow up on sales tasks.
Explore ScenariosReduce operational losses
Coordinate delivery, resources, equipment, quality and materials.
Explore ScenariosReduce repetitive work
Connect knowledge, reports and business actions.
Explore ScenariosIndustry applications grounded in real workflows.
Build around order patterns, processes, equipment and role tasks.
Automotive & Components
Connect orders, operations and quality
- Delivery commitments and resource constraints
- Quality investigations span multiple processes
Home Appliance Manufacturing
Coordinate mixed-product production and execution
- Product changes require planning and coordination
- Material arrivals and operation progress affect delivery
Equipment & General Manufacturing
Turn equipment condition into maintenance action
- Deterioration trends are difficult to track consistently
- Downtime losses and causes need investigation
Precision & Multi-process Manufacturing
Understand bottlenecks and coordinate scarce resources
- Bottlenecks between orders and operations are hard to see
- Resource loads and delivery commitments need joint review
Clear products. Concrete business value.
19 products in four categories, with implementation services for acquisition, office work and integration.
Platforms
Connect data, knowledge and business applications.
Explore Products & ValueBusiness software
Support core manufacturing workflows.
Explore Products & ValueTools & AI agents
Turn specific business questions into actionable outputs.
Explore Products & ValueSmart hardware
Connect equipment, sensors and shop-floor signals.
Explore Products & ValueProject directions and the problems they address.
Anonymized cases focus on business context, project approach and application value.
A large home appliance manufacturer
Intelligent Factory & Production Coordination
Organize production progress, materials and exception information around order execution and shop-floor collaboration.
A large automotive components enterprise
Product Data Linking & Quality Traceability
Link orders, materials, production and logistics through product identifiers to support traceability and quality investigation.
A manufacturing enterprise
AI Lean Diagnostics & Business Q&A
Connect production, quality and sales data to analyze process lead times, output and defects through business Q&A and diagnostics.
Start with one scenario and evaluate together.
Agree on owners, data, deliverables and evaluation before expanding.
Define the Need
Agree on owners, current workflows and priority tasks.
Set the Pilot Scope
Check data, baselines, products and deliverables.
Use & Evaluate
Train users and compare time, evidence and task outcomes.
Review & Expand
Review experience and feedback before expanding.
Find the right business scenario to start with.
Bring your priorities and existing data to discuss products, scope and evaluation metrics.
