Target and business objective
Materials, workpieces, defects or tasks, and the business outcome to improve.
Manufacturing IntelligenceDISCRETE MANUFACTURING
For sites where equipment, workstations, materials and people are tightly coupled, we target flow, information gaps, traceability and knowledge transfer.
Typical scenarios span warehouse logistics, metal-part inspection, 3D wear assessment, and fixture/SOP workflows.
FIELD CONSTRAINTS → TASKS → INPUTSFIELD TASKS
Start with on-site constraints, then define task breakdown, capability combinations and implementation validation.
Create an integrated task flow from receiving and storage through picking, line-side delivery, empty-container return and finished-goods shipping.
Connect materials, lots, containers, storage locations and robot tasks without assuming a fixed equipment count.
Choose 2D or 3D from visible surfaces, positioning, reflection and ground truth.
Build changeovers, operation sequences, status checks and exception feedback into a clear operator workflow.
PROJECT INPUTS
Describe constraints first; do not upload confidential samples or unapproved field material.
Materials, workpieces, defects or tasks, and the business outcome to improve.
Space, speed, changeover, people, safety and exceptions.
Existing interfaces, processing regions, access controls, retention and operational ownership.
Representative conditions, test isolation, statistical methods and joint sign-off.
Share the current process, constraints and intended outcome. We will assess the smallest verifiable starting scope.