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Automotive & Auto Ancillaries

Line automation and traceability for tier suppliers and OEM plants.

Scope
Ground to Cloud
Approach
Retrofit first
Base
Bangalore, India
Automotive & Auto Ancillaries production environment served by ASKworX
IndustryAutomotive & Auto Ancillaries

The brief

What this sector asks of a control system

Automotive lines run to takt time, and every part needs a history. We build control and traceability systems that keep pace with the line while recording what happened to each unit — torque values, test results, serial genealogy — so a recall question takes minutes to answer instead of weeks.

Every engagement starts the same way: we walk the floor, read the existing drawings, and write down what is actually installed before anyone proposes a platform. The sector decides the priorities — the plant decides the design.

Constraints we engineer around

01Takt-time pressure
02Part-level traceability
03Zero-defect targets
04Mixed-model lines

In detail

What shapes the work here

The constraints that decide how a system for this sector gets engineered.

Running to takt

An automotive line is paced. Every station has a budget of seconds, and control that adds a fraction to a cycle multiplies across a shift into lost units. Logic here is written for determinism first — predictable scan behaviour, no waiting on a network call to make a decision.

That constraint shapes where data collection sits. Recording happens alongside the cycle rather than inside it, so instrumenting a station never costs you takt.

Traceability that survives a recall question

Part-level history is the difference between a contained recall and an uncontained one. Torque values, test results, component serials and station pass/fail need to attach to a unit and stay attached through the rest of the build.

The engineering problem is genealogy: keeping the link intact when units merge into assemblies and assemblies into vehicles. Designed in from the start it is straightforward; added later it usually means re-reading barcodes at stations that were never built to scan.

Mixed-model without stopping

Lines increasingly carry variants down the same track. Control has to read what is coming, select the right parameters, and confirm the right parts were fitted, without a changeover pause.

Recipe-driven control handles this cleanly. The alternative — logic branching per variant — becomes unmaintainable by about the fourth model.

Typical scope

What we are brought in to do

  1. Station control and interlocking on assembly and sub-assembly lines
  2. Torque, leak and functional test data capture tied to unit serials
  3. Serial genealogy across component, assembly and vehicle levels
  4. Recipe-driven changeover for mixed-model production
  5. Line-side andon, downtime attribution and OEE reporting

Engineering constraints

Takt time
Control must not add to cycle
Traceability
Part-level history through assembly
Variant handling
Recipe-driven, no changeover stop

Common questions

Can you add traceability without slowing the line?
Yes, if the capture runs alongside the cycle rather than inside it. Where a station has no spare time at all, the honest answer is that you need either a buffer or a slightly longer takt, and we say so before quoting.
How far back can genealogy be reconstructed?
Only as far as the data already links. If units were never marked at a merge point, that link cannot be recovered retrospectively — it has to be built in going forward.
Do you work with tier suppliers or only OEMs?
Both. Tier plants often have the harder problem, because they run more variants on fewer lines with tighter capital budgets.

Elsewhere

Other industries