SUCCESS STORY

Precision Semiconductor / Metal Manufacturer | Machining & Assembly Readiness

For high-precision, high-mix low-volume operations with bottleneck CNC resources, connects finite-capacity machining schedules with multi-level assembly readiness to expose machine load, WIP progress and assembly shortages earlier.

Precision Semiconductor / Metal Manufacturer | Machining & Assembly Readiness
01
BUSINESS CONTEXT

Why the planning approach needed to change

The company manufactures precision metal parts, semiconductor-equipment components and assemblies. High-value CNC and grinding resources have different capabilities, routings are long, rework/subcontracting is common, and assembly depends on synchronized readiness across manufactured, purchased and WIP components.

02
KEY CHALLENGES

The complexity planners actually face

01

Different CNC/grinding resources have different capabilities and accuracy ranges

02

Tooling, fixtures, inspection tools and personnel constrain machine eligibility

03

WIP is distributed across operations, making true assembly-ready dates hard to calculate

04

Late critical manufactured parts directly affect final assembly, but machining and assembly are often planned separately

05

Rush orders require synchronized changes to machining load and assembly plans

03
SOLUTION LOGIC

From business constraints to executable plans

AiPS first performs finite-capacity machining scheduling using resource capability, routings, tooling, calendars and due dates, continuously calculating expected completion for critical manufactured parts. The assembly-readiness model then combines purchased parts, inventory, inbound supply and WIP to calculate ready dates and shortage lists, enabling two-way linkage between machining progress and assembly priority.

04
CORE CAPABILITIES

How the system supports execution

01

Capability and alternative-resource models for CNC/grinding equipment

02

Tooling, fixture, inspection-tool and calendar constraints

03

Finite-capacity machining scheduling and bottleneck-load analysis

04

Multi-level readiness across purchased parts, manufactured parts and WIP

05

Assembly shortages feed back into machining priority

06

Synchronized machining and assembly rescheduling after rush orders

05
BUSINESS VALUE

From creating schedules to controlling delivery

Greater visibility into high-value equipment load and bottlenecks

Critical manufactured-part completion dates are linked to assembly plans

Assembly shortages are identified earlier with actionable lists

Planning moves from separate machining/assembly sheets to one coordinated delivery chain

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