Industry Solution

Electronics & Automation | SMT AiPS Intelligent Scheduling

For multi-line SMT environments with frequent changeovers, combines material readiness, programs, stencils, feeders, line capability and due dates in finite-capacity scheduling to reduce setup and improve delivery stability.

Electronics & Automation | SMT AiPS Intelligent Scheduling
01 Business Challenge02 Solution Logic03 Core Capabilities04 GT Product Fit05 Value06 Demo
01
BUSINESS CHALLENGE

Why the current approach does not scale

Multi-line, high-mix SMT environments are constrained by material readiness, stencils, feeders, programs, line capability and due dates. Manual planning struggles to balance delivery and setup efficiency.

02
SOLUTION LOGIC

How GT solves it

Model SMT lines, programs, stencil/feeder resources, material readiness and priorities as constraints. AiPS creates finite-capacity plans, groups similar products/processes to reduce changeovers, and rapidly reschedules around shortages or rush orders.

03
CORE CAPABILITIES

Turn business constraints into system capabilities

01Line-to-product/program capability matching
02Stencil, feeder and program constraints
03Material readiness and shortage impact analysis
04Multi-objective optimization of setup count and due dates
05Rush insertion, schedule locking and local rescheduling
04GT PRODUCT FIT

Composable capabilities, not an isolated application

AiPS solves the schedule; DataEx Hub connects demand, material and execution data from ERP/MES/WMS; AI Copilot can explain shortages, due-date risk and bottlenecks.

05
BUSINESS VALUE

Outcomes should be measurable by the business

01

Fewer SMT changeovers and less manual planning time

02

Better line balance and OTD

03

Faster impact assessment when shortages change

04

Explainable and verifiable schedules

DEMO

Compare scheduling strategies across multiple SMT lines

Load orders and material readiness, enable stencil/feeder/line constraints, and compare due-date-first versus minimum-changeover strategies.

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