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6 Cases
Industry Application Scenarios

Real Results from Real Industrial Engineers

See how Industrial Engineers apply TaktMaster Pro features to solve common time study challenges across different manufacturing scenarios. These examples demonstrate typical applications and results based on standard Industrial Engineering practices.

6
Industry Scenarios
9
Core Features Used
15-40%
Typical Time Savings
Complete
Workflow Examples
Automotive Manufacturing
Repetitive assembly, 22 elements

High-Volume Automotive Assembly Line

Challenge

Assembly line running 47-second cycle time with 22 individual elements. Production struggling to maintain takt time of 42 seconds to meet customer demand. Management knew there were bottlenecks but couldn't pinpoint which specific elements were causing delays. Previous consultant spent $15,000 and recommended 'improve operator training' without identifying root causes.

How TaktMaster Pro Helps

Conducted 30 observations across 3 shifts using offline mode on factory floor. Control charts with capability scoring automatically flagged 3 elements with Cpk scores below 1.0 (red badges). Element-level analysis showed: Element B3 (socket installation): 8.2 seconds with high variation, Element F7 (wire routing): 6.1 seconds, tool retrieval adding 2.3 seconds, Element K4 (quality check): 4.9 seconds, excessive walking. Production planning tool tested multiple scenarios: reducing any single element wouldn't hit target, but reducing all 3 problem elements by 30% would achieve 38-second cycle time with buffer.

Typical Results

  • Pinpointed exact problem elements in 5 minutes (vs. weeks of guessing)
  • Reduced cycle time from 47 to 38 seconds (19% improvement)
  • Met customer takt time with 4-second buffer
  • Total analysis time: 2 hours (vs. weeks and $15K consultant fees)
19%
Cycle Time Reduction
5 min
Problem ID Time
$15K
vs Consultant
AS
Workflow Detail
Automotive Manufacturing
High-Volume Automotive Assembly Line
Moved tools closer for Element F7, added fixture for B3, relocated inspection station for K4. Production planning tested scenarios: reducing any single element wouldn't hit target, but reducing all 3 problem elements by 30% achieved 38-second cycle time with buffer.
Features Used:
Element-level analysis (#4), Production planning (#5), Offline operation (#9), Professional reports (#7)
Aerospace Components
Low-volume, high-complexity machining

Aerospace Machining Center

Challenge

CNC machining center producing aircraft brackets with cycle times ranging from 87 to 134 minutes for supposedly identical parts. Customer quotes unreliable because standard time estimates had 35% variation. Operators blamed 'every part is different' but engineering suspected process inconsistency, not part variation.

How TaktMaster Pro Helps

Conducted time studies on 15 identical parts across different operators and shifts. Used multi-device capability: started study on desktop, continued observations on tablet at machine center, synced back to desktop for analysis. Control charts revealed cycle time variation was 90% operator technique, only 10% part-specific. Value-added ratio analysis showed only 34% of cycle time was actual machining (value-added). Non-value-added time breakdown: Tool changes: 18 minutes per part (23%), Program setup/verification: 14 minutes (18%), Waiting for inspection: 12 minutes (16%), Material handling: 8 minutes (10%).

Typical Results

  • Documented that 66% of cycle time was waste, not value-added machining
  • Created tool staging system, pre-verified programs, relocated inspection station
  • Reduced average cycle time from 112 minutes to 73 minutes (35% improvement)
  • Standardized work reduced variation to 8% (was 35%)
35%
Cycle Time
8%
Variation
66%
Waste ID
AM
Workflow Detail
Aerospace Components
Aerospace Machining Center
Created tool staging system, pre-verified programs, relocated inspection station. Non-value-added time breakdown showed 23% tool changes, 18% program setup, 16% waiting for inspection, 10% material handling.
Features Used:
Value-added ratio (#6), Control charts, Multi-device sync (#9), Element analysis (#4)
Consumer Electronics
High-speed SMT assembly, demand forecasting

Electronics Assembly Capacity Planning

Challenge

Sales team quoted 2-week lead times for 5,000 units/week based on 'gut feel.' Production frequently missed commitments, causing overtime costs averaging $8,200/month. No one knew actual capacity—estimates ranged from 3,200 to 6,800 units/week depending on who you asked.

How TaktMaster Pro Helps

Conducted time studies on complete assembly process (12 workstations). Used production planning calculator to determine: Current cycle time: 34.2 seconds per unit, Available time: 27,000 seconds per shift (2 shifts, 5 days), Current capacity: 3,947 units/week with 3 operators per shift. Tested capacity scenarios: Scenario 1: Add 1 operator per shift → 5,263 units/week, Scenario 2: Reduce cycle time by 15% (eliminate 2 non-value elements) → 4,627 units/week, Scenario 3: Combination → 6,159 units/week. Generated professional PDF report showing takt time vs cycle time gap, bottleneck analysis, and staffing recommendations.

Typical Results

  • Determined actual capacity was 3,947 units/week (sales was quoting 5,000)
  • Implemented Scenario 3: added 1 operator + reduced 2 waste elements
  • New reliable capacity: 6,100 units/week
  • Eliminated late deliveries, reduced overtime costs to $900/month (89% reduction)
6,100
New Capacity
89%
Overtime Cut
Fixed
Quote Accuracy
EC
Workflow Detail
Consumer Electronics
Electronics Assembly Capacity Planning
Scenario 1: Add 1 operator per shift → 5,263 units/week. Scenario 2: Reduce cycle time by 15% → 4,627 units/week. Scenario 3: Combination → 6,159 units/week. Report showed takt time vs cycle time gap, bottleneck analysis, staffing recommendations.
Features Used:
Production planning calculator (#5), Professional reports (#7), Scenario testing
Food & Beverage Manufacturing
Continuous flow, multi-station balancing

Food Processing Line Balancing

Challenge

Packaging line with 6 workstations producing 180 cases/hour, well below 240 cases/hour target. Station 4 (labeling) was obvious bottleneck—always backed up, operators stressed. Previous solution: 'work faster' didn't help. Line supervisor suspected uneven work distribution but had no data to prove it.

How TaktMaster Pro Helps

Conducted time studies at all 6 stations simultaneously (3 engineers with phones, working offline on production floor). Exported data to Excel showing exact cycle time per station: Station 1 (unloading): 12.3 seconds, Station 2 (inspection): 9.8 seconds, Station 3 (sorting): 11.1 seconds, Station 4 (labeling): 22.7 seconds ← bottleneck, Station 5 (boxing): 10.4 seconds, Station 6 (palletizing): 13.2 seconds. Element-level breakdown of Station 4 showed 3 tasks could be redistributed: Label placement (5.2 sec) → move to Station 3, Quality stamp (3.1 sec) → move to Station 5, Remaining core labeling: 14.4 seconds.

Typical Results

  • Identified 18-second imbalance was from poor task distribution, not operator speed
  • Redistributed 3 elements across underutilized stations
  • New Station 4 cycle time: 14.4 seconds (37% reduction)
  • Line throughput increased from 180 to 237 cases/hour (32% improvement)
37%
Bottleneck Fix
+32%
Throughput
Fixed
Balance
FP
Workflow Detail
Food & Beverage Manufacturing
Food Processing Line Balancing
Station times: S1: 12.3s, S2: 9.8s, S3: 11.1s, S4: 22.7s ← bottleneck, S5: 10.4s, S6: 13.2s. Redistributed tasks to balance load. Multi-engineer simultaneous timing with offline phones synced automatically.
Features Used:
Multi-user simultaneous (#9), Offline operation (#9), Excel export (#7), Element analysis (#4)
Discrete Manufacturing (Metal Components)
Lean implementation, waste reduction

Metal Fabrication Waste Identification

Challenge

Management knew process was 'inefficient' but couldn't quantify waste or prioritize improvements. Lean consultant recommended 'eliminate all non-value-added activities' but provided no roadmap for where to start. Team paralyzed by 47 potential improvement ideas with no data to prioritize.

How TaktMaster Pro Helps

Conducted time studies on 4 primary production cells. Classified each element as value-added or non-value-added during project setup. System automatically calculated value-added ratios: Cell A (cutting): 41% VA ratio (YELLOW), Cell B (forming): 28% VA ratio (RED), Cell C (welding): 58% VA ratio (YELLOW), Cell D (finishing): 33% VA ratio (RED). Focused on Cell B (worst performer). Top waste breakdown showed: Walking to tool crib: 22 seconds per cycle (15% of total time), Waiting for crane: 18 seconds (12%), Checking part orientation: 15 seconds (10%), Searching for fixtures: 12 seconds (8%), Adjusting machine settings: 9 seconds (6%).

Typical Results

  • Quantified that 72% of Cell B time was waste (only 28% value-added)
  • Prioritized fixing top 3 waste sources (47% of all waste came from just 3 activities)
  • Moved tools to cell, dedicated crane, added orientation fixture
  • Cell B improved from 28% to 61% VA ratio in 6 weeks, cycle time 145s → 87s (40%)
72%
Waste ID
40%
Cycle Time
28→61%
VA Ratio
MF
Workflow Detail
Discrete Manufacturing (Metal Components)
Metal Fabrication Waste Identification
VA ratios: Cell A: 41% (yellow), Cell B: 28% (red), Cell C: 58% (yellow), Cell D: 33% (red). Top waste: Walking to tool crib: 22s (15%), Waiting for crane: 18s (12%), Checking orientation: 15s (10%), Searching fixtures: 12s (8%), Adjusting settings: 9s (6%).
Features Used:
Value-added ratio analysis (#6), Element classification, Waste ranking, Dashboard (#1)
Custom Fabrication Job Shop
High-mix low-volume, standardization

Job Shop Multi-Product Analysis

Challenge

Job shop running 40+ different product configurations with no standard times. Quotes based on 'last time we made something similar' resulting in 60% of jobs under-quoted (lost money) and 40% over-quoted (lost bids). Estimator retiring in 6 months—all tribal knowledge would be lost. Needed documented standard times fast.

How TaktMaster Pro Helps

Created 12 project templates for common product families (brackets, enclosures, frames, etc.). Set up 6 core processes shared across products: Material prep, Primary machining, Secondary operations, Assembly, Quality inspection, Packaging/shipping. Conducted time studies on 28 different jobs over 8 weeks using smart rating suggestions (system learned typical ratings and suggested them, saving 2-3 minutes per study). Exported all studies to Excel for comparison analysis. Identified common elements across product families that could be standardized.

Typical Results

  • Built library of 28 documented standard times in 8 weeks (traditional method would take 6+ months)
  • Smart rating feature reduced study time by 12% (consistency improved from 81% to 93%)
  • Estimating accuracy improved: 85% of quotes now within ±8% of actual (was ±35%)
  • Quote win rate increased from 23% to 37% (more competitive + accurate)
8 wks
Library Built
23→37%
Quote Wins
±8%
Accuracy
JS
Workflow Detail
Custom Fabrication Job Shop
Job Shop Multi-Product Analysis
6 core processes: Material prep, Primary machining, Secondary operations, Assembly, Quality inspection, Packaging/shipping. Smart rating learned patterns and suggested ratings. Captured retiring estimator's knowledge in documented form. New estimator onboarded in 2 weeks using library (previously 6 months).
Features Used:
Project templates (#2), Smart rating suggestions (#8), Multi-study export (#7), Library building

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TaktMaster ProDigital Time Study App

Professional time study software built by industrial engineers for industrial engineers. Transform your manufacturing operations with our automated SMV calculation system.

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