Andvora
Operations Platform
GUIDE-TPS-02 Toyota Production System • 6 min read • 2026-08-22

Auditing the 8 Manufacturing Wastes (TIMWOODS) at the Gemba

A practical, floor-level walk sheet to identify hidden inventory queues, non-value-added operator motions, and process bottlenecks.

H.
H. Santoso
Senior Production Supervisor
FACILITY: Automotive Metal Stamping Facility (Field Baseline Study • Anonymized Facility)

1. Why Lean Audits Fail from Conference Rooms

You cannot spot waste on a PowerPoint slide in an air-conditioned office. Taiichi Ohno, the father of the Toyota Production System, famously drew a chalk circle on the shopfloor and forced supervisors to stand inside it for hours until they learned to "see".

Waste in manufacturing takes eight distinct forms, remembered by the acronym TIMWOODS: Transportation, Inventory, Motion, Waiting, Overproduction, Overprocessing, Defects, and Skills Underutilization.

Among these eight, Overproduction is the deadliest sin. It hides all other problems under mountains of work-in-progress (WIP) buffers, creating the illusion of safety while silently bleeding cash.

The Taiichi Ohno Rule of Flow

Overproduction is the fundamental waste. When you produce parts faster than customer Takt time, you conceal machine breakdowns, quality defects, and long changeovers behind inventory cushions.

2. Motion vs. Transportation: The Spaghetti Diagram Audit

Many plants confuse Motion (waste generated by the operator) with Transportation (waste generated by moving materials). Both create zero value for the end customer.

When we audited our automotive stamping line, we tracked Operator B’s footsteps with a pedometer. Over an 8-hour shift, he walked 8.4 kilometers simply fetching dies, retrieving fasteners, and hunting for torque wrenches that had no designated homes.

By applying strict 5S visual toolboards and bringing fastener totes within the 45-degree ergonomic golden zone, we eliminated 6.1 km of daily walking per operator, instantly reclaiming 48 minutes of productive assembly time.

3. Eliminating Inventory & Waiting with Takt Time Pacing

The antidote to inventory accumulation is pacing production strictly to customer consumption rhythm (Takt Time). If daily demand is 960 parts and your net operating time is 28,800 seconds (8 hours minus breaks), your Takt Time is exactly 30.0 seconds per part.

Running a press at 18.0 seconds per part when downstream packaging can only handle 30.0 seconds does not make the plant efficient; it creates a dangerous mountain of WIP inventory that requires extra forklifts and floor space.

VERIFIED INDUSTRIAL FORMULA ISO Standard Metric
Takt Time = Net Available Operating Time ÷ Daily Customer Demand
Net Time: Shift minutes minus scheduled lunch and shift briefings
Customer Demand: Units required by customer or downstream line per day
WORKED NUMERIC EXAMPLE: Shift duration = 480m. Scheduled breaks = 60m. Net time = 420m × 60 = 25,200 seconds. Customer order = 840 units/day. Takt Time = 25,200 ÷ 840 = 30.0 seconds/unit. Every 30 seconds, one completed part must roll off the line.
EXECUTION SOP

Weekly 8-Waste Gemba Walk Audit Protocol

1 Conduct the 30-Minute Chalk Circle Observation
Production Supervisor

Stand at the bottleneck workstation for 30 consecutive minutes without speaking or interrupting operators. Record every micro-pause.

✓ Verification: Record observations on standard Gemba observation sheet.
2 Count Buffer WIP Between Stations
Line Leader

Count the physical units sitting between operations. Any buffer exceeding 15 minutes of Takt time is flagged as red-tag excess inventory.

✓ Verification: Document WIP count on the visual production whiteboard.
3 Map Operator Motion with Spaghetti Diagram
CI / Industrial Engineer

Draw physical walking paths on a printed floor plan. Highlight any path exceeding 3 meters to retrieve tools or raw materials.

✓ Verification: Compare before and after walking distance.
4 Check Takt Adherence Rhythm
Process Quality Lead

Time 10 consecutive finished units with a stopwatch. Verify variance from customer Takt time does not exceed ±5%.

✓ Verification: Post hourly throughput pacing chart.