Independent consulting · Automotive manufacturing

Where shop-floor discipline becomes bottom-line growth.

We help automotive component makers—especially Tier-2 suppliers—recover lost margin, stabilise quality and delivery, and build an operating system their people can run long after we leave.

Start with a Plant Diagnostic → Take the 2-minute check
  • 0+Years in automotive
    operations
  • 0-dayRecovery roadmaps,
    owner-driven
  • 4PPeople · Process ·
    Performance · Profit

The reality on most plant floors

Margins rarely disappear in the boardroom. They leak out—one minor stop, one rework bin, one missed dispatch at a time—on the shop floor.

01Hidden losses

Breakdowns, changeovers and speed losses no one is measuring honestly.

02Firefighting culture

Teams solve the same problem every week because the root cause was never closed.

03Cash trapped in WIP

Inventory buffers that mask instability and quietly consume working capital.

04Customer pressure

Escalations on quality and delivery that put the next business award at risk.

About XLOR Dynamics

From the boardroom to the shop floor—one operating rhythm.

XLOR Dynamics is an independent consulting and capability-building practice dedicated to manufacturing excellence and practical business turnaround.

We don't deliver thick reports. We walk the gemba with your team, quantify where money is being lost, and install the routines—standard work, daily management, structured problem solving—that turn leadership intent into results the P&L can see.

Facts firstDecisions anchored in data from the floor, not opinions in the meeting room.
Owners, not dependentsYour people lead the change; we coach, challenge and build capability.
Sustained, not stagedGovernance and audits that hold the gains after the project ends.

What we do

Six levers. One measurable outcome.

Every engagement is built around a single question: what will this change on the P&L, the customer scorecard and the people who run the plant?

01

Business Turnaround

Diagnose where value is leaking, focus on the vital few, stabilise operations and execute a disciplined 90-day recovery plan.

  • Profitability
  • Cost
  • Cash
02

Manufacturing Excellence

Deploy WCM, TPM and Lean as an integrated operating system—not a collection of disconnected tools and posters.

  • Lean
  • TPM
  • WCM
  • OEE
03

Profitability & Cost

Link every operational loss to conversion cost, contribution, working capital and EBITDA—so improvement is measured in rupees.

  • Loss tree
  • Conversion cost
  • EBITDA
04

Quality & Delivery

Raise process capability, close customer complaints at the root and make OTIF a promise you can keep, every week.

  • Stability
  • PPM
  • OTIF
05

Leadership & Capability

Build management discipline, skill matrices, SOP understanding and a problem-solving culture that owns results.

  • Mindset
  • Capability
  • Discipline
06

Tier-2 Supplier Development

Make Tier-2 suppliers stronger, more profitable and more dependable partners within the Tier-1 and OEM ecosystem.

  • Capacity
  • Reliability
  • Growth

The XLOR Method

A proven path from firefighting to flow.

  1. 01

    Diagnose

    Gemba walks, P&L loss tree, OEE, quality, delivery and cash exposure—mapped in days, not months.

    Week 1–2
  2. 02

    Prioritise

    Separate symptoms from root causes. Commit resources to the vital few that move the numbers.

    Week 2–3
  3. 03

    Stabilise

    Contain losses, protect the customer and install basic operating discipline on every shift.

    Month 1
  4. 04

    Transform

    Execute Lean, TPM, WCM and standardised work with clear owners and visible targets.

    Month 2–3
  5. 05

    Sustain

    Governance, layered audits, capability building and daily management routines that stick.

    Ongoing
  6. 06

    Results

    Operational gains translated into profitability, cash and the confidence to grow.

    Measured

Why Tier-2 matters

A stronger Tier-2 builds a stronger Tier-1—and a more resilient OEM.

Source

Tier-2

Quality · Capacity · Cost · Delivery

Integrator

Tier-1

Stable supply · Customer confidence · Cost competitiveness

Market

OEM

Production continuity · Quality · Global competitiveness

A single loss at Tier-2 can surface upstream as a line stoppage, a quality escape or a cost overrun. We strengthen the fundamentals at the source—where they protect the entire chain.

Management mindset

“Before blaming the operator, check the system we created.”

Mature operating cultures ask better questions before they assign blame.

  • ?Was the standard clear?
  • ?Was the person trained?
  • ?Was the machine capable?
  • ?Was the method robust?
  • ?Was the problem visible?
  • ?Was management following the process?
01Clear SOP & Standard Work
02Management Skill Mapping
03Daily SQDCP & Gemba
04Root-Cause Problem Solving
05People Capability & Ownership

2-minute plant health check

How much margin is your plant leaving on the floor?

Answer six honest questions. You'll get an instant read on your operating maturity—and where to look first.

0/ 100

Answer the questions to see your score

Do you know your true OEE on bottleneck machines—measured, not estimated?
Are recurring quality problems closed with verified root causes?
Does every critical operation have a clear, followed SOP?
Is there a daily SQDCP review that leads to action—on every shift?
Can you link shop-floor losses directly to rupees on the P&L?
Is your OTIF to customers consistently above target?

Ways to work together

Start small. Scale what works.

2 weeks

Plant Diagnostic

An on-site deep dive that quantifies your losses and hands you a prioritised, costed action plan.

  • Gemba & loss-tree assessment
  • OEE, quality & delivery baseline
  • Leadership read-out with priorities
Request a diagnostic →
Most requested 90 days

Turnaround Sprint

Hands-on execution to stabilise operations and deliver visible P&L improvement within a quarter.

  • Everything in the Diagnostic
  • Weekly on-site execution & coaching
  • Daily management system installed
  • Monthly results review with leadership
Plan my 90 days →
6–12 months

Excellence Partnership

A long-term advisory partnership to embed WCM / TPM and build a self-sustaining improvement culture.

  • WCM / TPM roadmap & pillar deployment
  • Leadership & supervisor capability
  • Governance, audits & sustainment
Explore a partnership →

Also available: leadership workshops and shop-floor training programmes on TPM, Lean, problem solving and daily management.

Let's connect

Have a manufacturing or profitability challenge? Let's talk about it.

Share a few lines about your plant. You'll hear back personally—usually within one working day—with a perspective on where the biggest opportunity lies.

Request a conversation

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Book a Diagnostic→