Shop-Floor Bottleneck Prevention and WIP Queue Control
A high-mix, medium-volume industrial equipment manufacturer produces heavy hydraulic manifolds and valve block assemblies for mining and earthmoving machinery. Their plant operates across six discrete production stages: CNC machining, deburring, ultrasonic cleaning, valve spool fitting, high-pressure hydraulic testing, and final painting. The plant handles dozens of concurrent customer orders with strict delivery windows and contract penalties for late delivery.
Run on Anvaya · Traceability & Product Data
The challenge
A sudden influx of custom valve spool orders causes a severe, silent backlog at the spool fitting workstation.
Planners rely on end-of-shift paper traveler sheets and once-daily ERP batch updates, catching bottlenecks only after downstream assembly lines run out of parts.
Floor expediters scramble via phone calls and whiteboards to authorize costly overtime without clear visibility into machine capacity or true order priority.
How Anvaya solves it
Live Timeline Queue Monitoring
Anvaya continuously visualizes real-time job movement across all workstations on the live Production Timeline, automatically tracking cycle times and queue volumes.
Automated Bottleneck Detection
The platform's bottleneck detection engine flags the valve spool fitting workstation as a severe flow constraint before downstream assembly cells run out of WIP.
Affected Order Isolation
Planners use Order Tracking to instantly filter all 14 active production orders currently queued at or routing through the constrained spool fitting station.
Dynamic Capacity Replanning
Planners evaluate live station utilization across alternative work centers directly inside Anvaya, dynamically resequencing orders to shift standard spool fitting tasks to secondary stations while reserving the primary station for custom jobs.
Real-Time Schedule Dispatch
The updated schedule is instantly dispatched to shop-floor operator terminals, aligning shift priorities without physical paper travelers or manual phone calls.
The outcome
- floor expediting and unplanned overtime costs drop
- 0%floor expediting and unplanned overtime costs drop
Testing and assembly lines operate without interruption, preventing schedule slippage across 14 high-value customer orders.
Floor expediting and unplanned overtime costs drop by ~85% through automated queue monitoring and proactive capacity balancing.
Zero SLA late-delivery penalty charges are incurred during peak production volume.
Representative scenario: a modelled industry situation showing how this accelerator applies. Figures are projections, not a named client result.
Capabilities used
Every accelerator is assembled from the same capability layer, so a workflow you adopt here shares its foundation with the rest of the portfolio.
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