AW
Aniket Waghchaure
FACTORY MODERNIZATION · SUPPLY CHAIN · OPERATIONS · AUTOMATION
MSME & MID-MARKET PHARMA MANUFACTURERS · PUNE

Your plant loses money in ways a walk-through won't show you. I find them.

Fixed-fee plant diagnostics and automation roadmaps for manufacturers who want Fortune 500 operational discipline — without Fortune 500 overhead. 15+ years inside Amazon and Cummins, now working with factory owners across the Pune corridor.

Fortune 500 methods. MSME budgets.

No retainers. Fixed fee, fixed scope. You know the cost before we start.

15+ yrsAMAZON · CUMMINS · PHARMA
20+ sitesPROGRAM DELIVERY, N. AMERICA
PMP · LSSCERTIFIED
$200K/yrDOWNTIME SAVED, LAST ENGAGEMENT
01

What I fix

SRV-01

Plant Diagnostic

Two to three weeks inside your plant: OEE, downtime patterns, maintenance discipline, layout, material flow. You get a costed list of where the money leaks and what each fix returns — before you spend a rupee on equipment.

SRV-02

Automation Roadmaps under $150K

Cobots, AMRs, vision systems, IIoT readiness — selected for payback, not for the brochure. Vendor-neutral: I help you buy right, I don't sell hardware.

SRV-03

Supply Chain & S&OP

Planning discipline, supplier consolidation, inventory that stops eating working capital. Built on ERP and S&OP programs delivered at global scale.

SRV-04

Fractional Operations Leadership

A Fortune 500 operations head, a few days a month — for owners who need senior muscle on modernization without a full-time salary.

02

How I work

1
Weeks 1–3 · Fixed fee

Diagnose

Data pull + shop-floor time. OEE baseline, downtime Pareto, maintenance audit, flow mapping. Output: a prioritized leak list with rupee values and payback per fix.

2
Days 1–90 · Fixed scope

Fix

One focused program against the top leaks — stabilize, then harden. Weekly written updates: done, next, blockers, decisions needed. No scope drift.

3
Ongoing · Optional

Sustain

Standardized workflows, trained supervisors, KPI dashboards your team owns. The point is that you stop needing me — and call me back for the next line, not the same one.

Why this order matters: most automation money is wasted buying machines for processes that were never stabilized. Diagnosis first means every rupee of capex lands on a problem worth solving — that's the Fortune 500 discipline, applied at MSME scale.

03

Recent results

CASE FILE · PHARMA PACKAGING · 2024–2026 · CLIENT ANONYMIZED

Fortune-100 pharma supply chain: packaging line bleeding throughput

Problem

Packaging operation constraining the pharma supply chain — chronic downtime, no predictive maintenance, reliability decisions made on instinct instead of data.

Method

Downtime Pareto and OEE baseline first. IoT sensors + data analytics to build predictive maintenance profiles for every equipment class. Standardized maintenance workflows, then trained the people who run them.

Result

Throughput and waste moved double digits in one program cycle, downtime savings hit six figures annually — and the improvement held after handover, because 150+ staff were trained to own it.

+30%throughput
−35%waste
−20%downtime = $200K/yr
150+staff trained

Client identity withheld under NDA. Figures from engagement records, Sept 2024 – June 2026.

04

Where I learned this

Amazon
SR PROGRAM MANAGER
  • Reliability engineering KPIs improved 30% across the network
  • Defects down 15% — $800K in cost savings
  • 20+ fulfillment centers across North America
  • ERP implementation for inventory, cost and work-order tracking
Cummins Inc.
DESIGN ENGINEER → OPERATIONS LEADER
  • $2.4M production cost reduction over 4 years
  • Global supply chain strategy and supplier management
  • Cross-functional engineering leadership, annual operating plans
  • Seven-step problem-solving on field warranty and failure issues
BPM Associates
SR PROJECT LEADER
  • Pharma packaging optimization — the case study above
  • Predictive maintenance profiles across full plant equipment base
  • Reliability & downtime reporting models for OEE decisions
PMP® Certified Lean Six Sigma MBA, Kelley School of Business M.S. Mechanical Engineering, Michigan Tech

EMPLOYMENT TRACK RECORD — RESULTS DELIVERED AS AN EMPLOYEE/PROJECT LEADER AT THESE ORGANIZATIONS, NOT AS CONSULTING CLIENTS.

Heard on "Where Strategy Meets Execution" (@Smartsummaries) — talking about factory modernization for Indian MSMEs: what to automate first, what to never automate, and why most Industry 4.0 pitches are built for budgets you don't have.

05

How an engagement starts

1
FREE · 20 MINUTES

Call

You describe the plant and the pain. I tell you honestly whether I can help — and if I can't, who can.

2
FIXED FEE · 2–3 WEEKS

Plant Diagnostic

Quoted upfront. You get the leak list with rupee values whether or not we ever work together again.

3
FIXED SCOPE · 90 DAYS

Improvement Program

Scoped from the diagnostic, priced before signature. Measured against the baseline we set in week one.

The promise: no open-ended retainers, no theory decks, no scope creep. Every phase has a price, a deliverable, and a number it will be judged against.

📱 WhatsApp Aniket — free 20-min call