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Quality is a people habit before it is a system: a fix for auto component makers

Most escapes trace back to a skipped gauge check, a rushed changeover or an unqualified relief operator. How sign-offs by operation, relief rules and blame-free reviews close those gaps.

Ganesh HS · · 6 min read

A factory supervisor and colleagues discussing a shift handover in a workshop

In brief

  • A control plan on the wall does not check parts. People do, at the station, under output pressure, often during a tea-break relief or the last hour of a shift.
  • Escapes cost containment sorting at the customer's gate, engineers pulled off improvement work and a supplier rating that takes seasons to repair.
  • Checks get skipped because relief operators are unqualified, changeovers are rushed after schedule revisions and error-proofing bypass keys hang unguarded.
  • Sign off each person by operation, allow only signed-off relief on critical stations, close changeovers with an inspector's first-off and review escapes without hunting for a culprit.

Ten minutes before lunch, a bolt header switches from a long size to a short one. The setter proves the first-off and walks away. The relief operator covering lunch has never run that header. Nobody tells him a few long blanks can hide in the feed chute. Two hours later a carton leaves for plating with mixed lengths. Three days later a customer's assembly line stops on a bolt that will not seat.

Our people practices for tier suppliers name this pattern bluntly. Most escapes start with a check nobody did, a hurried size change or a stand-in operator who was never qualified. The quality manual was fine. The habit failed.

How escapes look from the floor

  • Patrol inspection sheets filled in one go at shift end, in the same ink.
  • Go and no-go plug gauges lying on the bench while parts are boxed.
  • A proximity sensor on a weld fixture taped over because it kept stopping the cycle.
  • Boundary samples for cosmetic defects missing, so each inspector judges flow lines differently.
  • Crimp pull tests done at reel start but skipped after a terminal change.
  • Torque wrenches on a battery pack line used without anyone checking their calibration tag.

What each escape costs

Containment comes first. A sorting team travels to the customer's plant, often for days. Quality engineers drop improvement projects to write corrective action reports. The customer raises its watch level, schedules an extra audit and may move the next programme elsewhere. Inside the plant, an escape usually ends with a warning letter to the operator on duty. That teaches the whole line to hide near misses. The next escape then goes unreported until the customer finds it.

Weak spots by plant type

  • Harness boards: a terminal from the wrong reel tray, a missed clip, or a continuity tester left on manual override.
  • Fasteners: mixed lengths after a size change, two heat treatment batches merged, or the sorting machine's reject bin tipped into the good bin.
  • Plastics: short shots when the hopper dryer runs low, colour drift between batches, or flash left untrimmed on a hurried night.
  • Engine parts: a wear offset changed but not noted, a gauge master never zeroed, or the washing stage skipped to save time.
  • Brake parts: cure cycles cut short, chamfers unchecked, or dust on friction faces before packing.
  • EV parts: busbar torque sequence done out of order, or an insulation test repeated until it passes.
  • Suspension parts: a missed temper, weld spatter on a control arm, or patchy shot peening coverage.

Each weak spot above is a human step. A system can prompt it, but only a trained, unhurried person completes it.

Why checks get skipped

  • Output wins arguments. When a call-off jumps, the in-charge praises counts, not checks.
  • Relief by availability. Whoever is free covers a station during breaks, whether signed off or not.
  • Changeovers rushed. A late revision squeezes setup time, and first-off approval becomes a glance.
  • Matrices by machine, not operation. A person marked 'can run press six' may never have done its in-process gauging.
  • Bypass keys everywhere. Error-proofing is switched off for convenience, and nobody logs it.
  • Blame after escapes. Operators learn to stay quiet instead of flagging doubtful parts.

Evidence to pull first

Take the last ten customer complaints and internal rejections. For each, find the shift, the station, who was on duty and whether they were a regular or a stand-in. Note whether a changeover happened within the previous two hours. Then walk the line and ask each operator to show the check their station requires, with the gauge in hand. Gaps between the sheet and the demonstration tell you where habits have slipped.

Seven changes that rebuild the habit

  1. 1

    Build the matrix by operation

    List operations, not machines: load, run, in-process gauge, visual check, pack. Each person gets a level per operation.

  2. 2

    Use four sign-off levels

    Learning, supervised, independent and can train. Only the quality lead and the line in-charge together can move someone to independent on a critical operation.

  3. 3

    Set a relief rule

    Critical operations may be relieved only by someone independent on that operation. Post the relief pairs on the line board each shift.

  4. 4

    Close every changeover formally

    A short checklist covering purge of chutes and bins, label change and first-off signed by an inspector, not by the setter alone.

  5. 5

    Control bypass keys

    Keys held by the in-charge, every use logged with time and reason, reviewed daily by quality.

  6. 6

    Review escapes without a culprit hunt

    Ask what made the skip easy: missing gauge, unclear sheet, untrained relief or time pressure. Fix that condition first.

  7. 7

    Re-check after absence

    Anyone back after a long leave or a transfer repeats a supervised shift on critical operations before working alone.

Keeping the habit

Habits hold when someone looks at them. Each hour, the in-charge should ask one operator to demonstrate a check, not merely sign for it. The quality lead should audit the relief board weekly. A ready layout by operation sits in our component plant skill matrix. Training design for brake parts and fastener lines is covered on their learning pages. Our wider approach to shop-floor learning ties it together.

Questions we are asked

Each owns a different moment. Operators handle in-process checks at their station because they touch every part. Inspectors handle first-off approval after a changeover, patrol rounds and final release. Writing down who checks what, and how often, stops inspectors and operators each presuming the other caught it.

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