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CASE STUDY

Advanced manufacturing / 4ir

Improving takt time 12% in a 50-engineer smart-factory (4IR) program

BEPC deployed 50 engineers to support a client's smart-factory certification initiative, combining automation and process improvements that cut takt time 12%, added 40,000 units of yearly throughput, and delivered 4.5M of relief on flagship lines.

Industry
Regulated Manufacturing
Service
Smart Factory / 4IR Enablement
Project type
Operations transformation program
Geography
North America
Improving takt time 12% in a 50-engineer smart-factory (4IR) program

50engineers

Deployed across the program

12%

Takt-time improvement

40,000units

Added yearly throughput

The challenge

The client set out to achieve smart-factory (4IR) certification while production commitments kept growing. Reaching the certification bar required automation and process improvements across live manufacturing lines, without disrupting output, and with enough engineering capacity to run the transformation and daily operations in parallel.

Objectives

  • Support the client's smart-factory (4IR) certification initiative
  • Deploy automation and process improvements on operating lines
  • Improve takt time and annual unit throughput on flagship lines
  • Scale engineering capacity quickly without sacrificing quality

BEPC's role

BEPC deployed and managed a 50-engineer team embedded with the client's operations, executing the automation and process-improvement workstreams that supported the smart-factory certification initiative while production continued.

Scope & approach

50 engineers deployed across automation and process workstreams
Process improvements targeting takt time on flagship lines
Automation initiatives supporting 4IR certification criteria
Throughput and capacity-relief improvements on live production

BEPC sequenced improvements line by line so certification workstreams advanced while production kept running, pairing automation deployments with process-level changes that compounded into measurable takt-time and throughput gains.

Outcomes

The program improved takt time by 12%, added more than 40,000 units of yearly throughput, and delivered 4.5M of relief on the client's flagship lines, advancing the smart-factory certification initiative with a 50-engineer BEPC team.

Metric

Takt time

Baseline

Pre-program

Result

12% improvement

Change

Faster line cadence

Why it matters

More output from the same installed capacity

Metric

Yearly unit throughput

Baseline

Pre-program

Result

+40,000 units

Change

Added capacity

Why it matters

Growth absorbed without new lines

Metric

Flagship-line relief

Baseline

Pre-program

Result

4.5M

Change

Capacity freed

Why it matters

Headroom recovered on the most constrained lines

Visual evidence

Manufacturing analytics dashboards and connected production systems
Connected manufacturing analytics supporting the smart-factory certification workstreams.
Production line with automated equipment under operational improvements
Automation and process improvements executed on live production lines.

Trust & references

Fifty BEPC engineers worked inside our operation like they were our own people. Takt time improved 12% on lines that never stopped shipping, and the smart-factory evidence they built moved our certification forward faster than we planned.

Director of Manufacturing Excellence - Global manufacturer (name withheld)

Partners & standards

Smart-factory / 4IR certification frameworkAutomation & MES integratorsLean manufacturing methods

Last reviewed: July 2026

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