Global Procurement Leader

Aishwarya
Khatawkar

Strategic Sourcing - Category Management - AI-Enabled Procurement
MSc Supply Chain, Michigan Ross '26

"Where engineering instinct meets supply chain strategy - and data makes the difference."
Michigan Ross MSCM '26 Executive Presence Award '26 ISM Top 4 Tech Innovation Jam Gen AI in Procurement India - China - Germany
$5M+
Cost savings delivered
$46M+
Direct spend managed
8 yrs
3 continents
AI
App built - certified - competing
Aishwarya Khatawkar
Career journey
R&D
2016-2017
Pune, India
Design Engineer - R&D, Atlas Copco. Compressor component design. Where it all started.
Buy
2017-2020
Pune, India
Global Buyer, Atlas Copco. $46M castings, machined parts, plastics portfolio.
CN
2020-2021
Qingdao, China
Sourcing Engineer, Edwards Vacuum. Electronics, bearings. COVID crisis management.
IN
2021-2022
Pune, India
Senior Sourcing Engineer, Edwards India. Greenfield plant setup. P2P build from scratch.
DE
2022-2025
Cologne, Germany
Category Buyer, Leybold GmbH. $28M castings and machining global portfolio.
Aishwarya at Atlas Copco Cologne
US
2025-Now
Ann Arbor, USA
MSCM Candidate, Michigan Ross. Consulting at Kearney and TAC Manufacturing.
Work that moved the needle

7 projects - 2 types of work

Five years of corporate transformation at Atlas Copco, plus two hands-on consulting engagements at Michigan Ross. Each project is a full story - not a bullet point.

Category strategy - Leybold GmbH, Cologne - 2022-2025
Supplier rationalization - machining category
$9M commodity - 89 vendors inherited - self-initiated
$2.13M
total value
delivered

The machining commodity at Leybold was inherited chaos. Passed down through acquisitions and shifting production lines, nobody had stopped to look at it properly. By the time I arrived, there were 89 vendors supplying a $9M category with no allocation logic, no consolidation strategy, and no clear ownership.

Most vendors had mediocre delivery and quality. The admin burden alone was staggering - 89 separate audit cycles, 89 invoice streams, 89 communication threads. Most of it was reactive: following up on the same late deliveries, the same quality issues, week after week.

Then the buyer who had been managing this commodity left without notice. No handover. No context. Just gone. That's when I stepped forward and took it on.

"Nobody had ever paid attention to the silo growth of this commodity. The buyer left without any notice - and that's when I took initiative to take it over."

The moment I mapped the vendor base against the spend, the opportunity was obvious. Machining is a leverage commodity - abundant supplier options in low-cost and best-cost countries, low switching costs, no special fixtures required to move business.

But beyond the commercial logic, something else struck me. We were over-relying on high-cost country vendors simply because those were the ones who had been selling to us for years. Eastern European best-cost vendors - perfectly capable, geographically close - were barely being used. Not because they were worse. Just because nobody had looked.

"We were not utilizing best-cost country vendors to their potential - rather relying on high-cost country vendors because those were the ones fast-selling to us."

Voice note coming
What was the moment you decided to take this on? What did you want to prove with this project?

I started by building two things simultaneously: a thorough evaluation of all 89 vendors across eight dimensions, and a communications energy matrix - mapping how much time and effort each vendor was consuming versus the value they were delivering. That energy matrix was as revealing as any spend report.

8-dimension vendor evaluation framework
Cost - Is the vendor benchmarked? Are we getting the right price for the volume we give them?
Delivery - 3-year OTD track record. Any major disruptions? Pattern of lateness?
Communication energy - How do they respond? How much of our team's time do they consume?
Quality - DPPM performance, certifications, audit findings
Sustainability - ISO 14001, carbon footprint, raw material origin risk
Financial health - Credit check, stability, investment behavior
Capacity and capability - Current utilization, planned investments, new equipment
Innovation involvement - Have they contributed to any projects? Are they forward-looking?

"If you talk to the right people at the right time and ask the right questions, the effort is much lower than it sounds - and it gives you a good bird's eye view of the commodity."

There was one vendor that stays with me - a cylinder supplier based in France. For three consecutive quarters: always late, constant quality issues. My supply chain colleague was spending almost three hours every week just following up with them. My quality engineer was regularly pulled in.

"Three hours every week - this is time that could have popped up on your computer screen without any effort. Just following up on the same thing, again and again."

Before making any decision, I gave them a formal three-month improvement window. We invested real effort during those months. And I was honest with myself - some of what I saw might have been genuine improvement starting to take hold.

But the pattern was consistent. After three months without the results we needed, I informed them we would be moving away. The conversation was difficult. The vendor took it personally. Said they would fix lead times. Could invest. Needed more support from our side.

"I can see he was really trying for those last three months. But the decision had to be based on the pattern - not just the last chapter."

The offboarding process was more complex than the decision itself. I coordinated across finance, warehouse, engineering, legal, and - critically - did a group-level check to ensure no other Atlas Copco entity would be blindsided. Where they were, I involved that buyer before any announcement went out.

89 suppliers->54 suppliersFragmented spend->Strategic core of 30 vetted partners
$1.56M
direct savings from pricing and RFQs
$250K
admin and workload reduction
$320K
cost inflation avoided
9.5%
savings on total commodity spend
Skills I built
Category strategy design COGS impact vs. risk matrix Communications energy modelling RFQ bundling and negotiation Multi-team offboarding coordination Group-level relationship management Self-initiated leadership SAP P2P - Apriori
Process innovation - Leybold GmbH, Cologne - 2022-2023
Lead time transformation - capacity-booking model
80 to 14 days - redesigned the planning model entirely
83%
lead time
reduction

Vendor lead times were stuck at 80 days - not because of capacity, but because forecast accuracy had collapsed to 30%. Suppliers had stopped trusting our demand signals and defaulted entirely to make-to-order. We only got parts when we were already under pressure.

During a supplier visit, I asked why lead times were so long. The vendor said simply: "Your forecast is wrong 70% of the time. We can't plan for you." That was the honest truth nobody had said out loud before.

Voice note coming
What was the day-to-day operational pain? One concrete example - a part that was always late, a production line that stopped?

I realized all our parts ran through the same manufacturing line. Instead of forecasting by SKU - which required accurate demand signals we didn't have - we could book the line's weekly capacity as a block and decide what went through it 15 days ahead, based on actual confirmed requirements.

I set up a bi-weekly call between myself, our demand planner, and the vendor to lock the following two weeks' mix. The vendor got guaranteed utilization. We got confirmed delivery. Both sides won.

"We shifted from asking when can you deliver this part - to: we are booking your capacity, here is what goes through it."

80 days lead time->14 days30% forecast reliability->Capacity-locked supply
83%
lead time cut
+25%
OTD improvement in Q1
Lower
inventory holding costs
Rebuilt
vendor partnership and trust
Skills I built
Demand-supply planning Root cause analysis Capacity-based contracting Supplier relationship redesign Inventory optimisation Systems thinking
NPI collaboration - Leybold GmbH, Cologne - 2023-2024
Early supplier involvement - 100% first-time-right
3-vendor design competitions - weekly engineering-supplier reviews
$135K
saved per
NPI cycle

Engineering and suppliers weren't communicating during new product development. Drawings were finalized internally and handed to vendors late. When feasibility issues surfaced, other parts of the product were already locked in - so changing one drawing meant reopening decisions everywhere. Costly rework loops. Delayed launches. A blame cycle between engineering and supply chain that served nobody.

I came from R&D. I had been on the engineering side - I understood how drawings get made, where assumptions creep in, and why manufacturability is often an afterthought. That perspective made me uniquely positioned to bridge this gap.

Voice note coming
Describe one specific NPI launch that went badly before this process. What was the cost and the atmosphere in the room?

The hardest part was convincing engineering. Leybold was engineering-led - procurement was not traditionally seen as a design-phase function. I started by attending design reviews as an observer, asking questions rather than making demands, and demonstrating that I understood the engineering constraints.

Once that credibility was there, I proposed formal early supplier involvement: three of our best vendors under NDA, brought into the design phase to flag manufacturability issues early, weekly reviews, and then a competitive bid once the design was frozen.

"Procurement's highest-value moment in NPI is before the drawing is frozen - not after. That's when changes are still cheap."

Rework loops at tooling stage->100% first-time-right launches
100%
FTR launch rate
$135K
rework avoided per cycle
Faster
time to market
Replicable
process established
Skills I built
NPI process design Design-for-manufacturability Influencing without authority Vendor competition management Engineering-procurement bridge NDA and IP governance
Governance and compliance - Atlas Copco Vacuum - China - 2020-2021
Contract standardization - 7 templates to 1 global framework
5 countries unified - legal partnership - post-acquisition complexity
5
countries
unified

Post-acquisition, 7 different contract templates existed across 5 countries. Same vendor, wildly different terms - some plants recovered quality costs from vendors through charge-backs, others didn't, because their contract never mentioned it. IP protection clauses varied. NDA standards were inconsistent.

This created real business risk - and it was creating frustration for vendors too, who were trying to understand why they were being treated differently by what was supposed to be one company.

Voice note coming
What specific incident made you realize how serious this was? What made you raise it to VP level?

I audited all 7 templates with legal and regional VPs. Built a master agreement covering 80% of shared terms, with country-specific appendices for the remaining 20%. The goal was one framework that any entity in the group could use without a full legal review for every new vendor.

7 country templates->1 global framework
$100K+
annual savings via charge-backs
5
countries on one template
Global
IP protection enforced
Faster
new vendor onboarding
Skills I built
Contract lifecycle management Legal partnership Multi-country governance Executive stakeholder alignment Change management
Quality and supplier development - Atlas Copco India - 2017-2020
Casting defect reduction - 30K to 6K PPM
Root cause found on the shop floor - zero capex solution
80%
defect rate
reduction

Casting defect rates were running at 30,000 PPM. Significant scrap costs, production disruptions, supplier disputes. What struck me was that everyone had accepted this as normal. It had been that way long enough that it became part of the baseline - not a problem to solve.

I was new and perhaps naive enough to ask "why" when more experienced colleagues had stopped asking. I had an engineering background and an instinct that defects at that level always have a process cause.

Voice note coming
What was the day-to-day reality of 30,000 PPM? Did anyone tell you "that's just how castings are"?

I visited the supplier facility and spent time on the floor - not just in the meeting room. I walked the process from raw material receipt through casting, fettling, and storage. That's where I found it: cast parts were being stored in an open area with no humidity control. The moisture was causing micro-porosity and surface defects that looked like metallurgy problems but were actually a storage and handling issue.

The solution was a controlled storage area - enclosed, with humidity monitoring. No new tooling. No material changes. No process redesign. Just a different way of handling what was already being produced.

"Quality problems in casting are rarely about the machine - they are usually about the process around the machine."

30,000 PPM->6,000 PPM
80%
defect reduction
$30K
annual scrap avoided
Zero
supply disruption
Zero
capex required
Skills I built
Supplier process auditing Root cause analysis DPPM quality management Technical curiosity in manufacturing Low-cost problem solving
Consulting projects - Michigan Ross

Two real client engagements - structured problem-solving in a consulting frame.

Kearney
Client: Caterpillar
Remote service technology - go-to-market strategy
Benchmarked remote service technology adoption across 40+ global OEMs. Built a white-space heat map identifying maturity gaps by segment, and translated findings into a prioritized sourcing roadmap delivered to 300+ senior Caterpillar stakeholders.
Scope40+ OEMs benchmarked
ToolWhite-space heat map
DeliverablePrioritized sourcing roadmap
Audience300+ senior stakeholders
Market benchmarking Heat map analysis Executive storytelling
TAC Mfg
Client: TAC Manufacturing
Injection molding - automation and flow optimization
Mapped end-to-end material flow for an injection-molding packaging line. Conducted on-site process walks and bottleneck analysis, then proposed AMR and Karakuri automation solutions to reduce manual touchpoints and reallocate labor.
Touchpoints10 to 4 manual steps
SolutionAMR + Karakuri automation
Labor benefit3 resources reallocated per shift
MethodCurrent-state mapping + bottleneck analysis
Process mapping Lean automation Operations consulting
Procurement intelligence

The thinking behind the buying

Interactive tools built from 8 years of sourcing aluminum and iron castings across India, China, and Germany. This is domain knowledge made explorable.

Raw materials - manufacturing expertise - geopolitical risk
Click any bubble to explore a country's sourcing profile
Country type
Raw material powerhouse
Steel and manufacturing hub
Precision machining leader
Nearshoring / emerging
High geopolitical risk
🌍
Click a country bubble
to explore its sourcing profile
Sources: USGS Mineral Commodity Summaries 2024 - World Steel Association 2024 - McKinsey Global Institute 2025 - Natural Resources Canada 2024
Part parameters
2.5kg
Sources: USGS aluminum price index 2024 - Regional labor rate databases (Aon Hewitt 2024) - IEA energy prices 2024 - Apriori overhead benchmark data
⚖️
Set your part parameters and
click Calculate should-cost
"I passionately look at castings. For the past 8 years, every drawing that crossed my desk, I asked: what process was this designed for, and is that the right answer? That gap between design intent and manufacturing reality is where most cost and quality problems live." - Aish
See the process - how aluminum die casting works
Source: General educational content on aluminum die casting process. All casting parameters in this guide sourced from NovaCast Technical Library 2024, MRT Castings process documentation, and Zintilon manufacturing guides.
COGS impact vs. supply risk matrix
Built and used during the 89-vendor rationalization project
STRATEGIC CORE
CRITICAL - DUAL SOURCE
MONITOR & OPTIMISE
REVIEW & EXIT
A
B
D
E
F
I
J
Lower risk <----> Higher risk
Higher COGS impact
9 dimensions of vendor risk
Risk framework developed from field experience across Atlas Copco supplier base (India, China, Germany) 2017-2025. Org change signals reference: Dun and Bradstreet supplier risk methodology. Credit health indicators: Euler Hermes trade credit best practices.
Raw material price index
Monthly benchmark prices - key commodities in casting and machining supply chains
Sources: London Metal Exchange (LME) aluminum cash price - World Steel Association HRC index - Platts iron ore 62% Fe CFR China index. Data shown is representative of 2022-2024 price trends. For live pricing, reference LME.com, worldsteel.org, and S&P Global Platts. Prices in USD per metric tonne.
$2,680
Aluminum avg 2024 (USD/t)
Source: LME / USGS 2024
$680
Steel HRC avg 2024 (USD/t)
Source: World Steel Association
$110
Iron ore avg 2024 (USD/t)
Source: Platts 62% Fe CFR China
Skills and credentials

What I bring - and what proves it

Awards and credentials
🏆
Executive Presence Award - Sanger Leadership Crisis Challenge
Michigan Ross - January 2026 - Sponsored by GM and McKinsey
1 of the cohort - awarded by the board

The Sanger Leadership Crisis Challenge is a 24-hour simulation where teams are placed at the top of a company facing an unfolding crisis. No perfect information. Competing stakeholder demands. Real decisions with real consequences. The board assessing you is made up of senior industry executives - not faculty.

The Executive Presence Award is not given for the best analysis or the most complete answer. It is given to the person who, under genuine pressure, demonstrated the kind of calm, clarity, and direction that makes people feel safe to follow. That is a different standard.

The transformation - before and after LCC
Before: Highly execution-driven. Focused on speed, problem-solving, and delivery. Leadership meant doing - moving fast, taking charge, finding the answer.
After: Leadership is not about having the answer. It is about creating direction when no one else has one. Presence over speed. Clarity over complexity. People need confidence before they need solutions.
"I came in as someone who solved things fast. I left understanding that in a real crisis, the most valuable thing a leader can give is not an answer - it is calm, structured direction."
Crisis decision-making Executive communication Leadership under uncertainty Stakeholder alignment Composure under pressure
Executive Presence Award Certificate
Signed by Jeff Domagala, Managing Director, Sanger Leadership Center
"For demonstrating excellence in public speaking, confidence, and poise under pressure during the 2026 Leadership Crisis Challenge at the University of Michigan."
🥇
ISM Case Competition - Top 4 Finalist
Institute for Supply Management - Global - 2025
Top 4 finish in the ISM Global Case Competition - the largest supply chain case competition in the world. Teams tackle real-world procurement challenges and are judged by senior industry professionals on strategic thinking, analytical rigor, and presentation quality.
ISM Case Competition team - Michigan Ross
ISM Competition team outside Michigan Ross
Global competition
🤖
Generative AI in Procurement - Certified
Udemy Professional Certification - 2025
Certified in AI application across the procurement lifecycle - supplier market research, automated spend analysis, contract review, negotiation simulation, and ESG risk monitoring. Practical prompt engineering for procurement-specific workflows.
AI - Procurement automation
🎓
MSc Supply Chain Management
University of Michigan - Ross School of Business - Class of 2026
One-year immersive program combining supply chain strategy, business analytics, and operational leadership. Consulting engagements with Kearney (Caterpillar) and TAC Manufacturing. Coursework: Data and AI for Business, Operations Strategy, Global Supply Chain.
Michigan Ross - MSCM - May 2026
💡
Tech Innovation Jam - Participant
Michigan Ross - November 2025
Developed a parent companion app concept (pregnancy to age 5) with peer-to-peer marketplace, integrated development calendar, and AI-powered guidance. Conducted market research across 19 competing apps to identify white-space opportunity.
Product thinking - AI application
📊
Data and AI for Business
University of Michigan - Ross School of Business - Winter 2026
Graduate-level coursework in data analytics and AI for business decision-making. Covers SQL querying, Python for business analysis, machine learning concepts, and AI strategy for operations and supply chain.
SQL - Python - ML concepts
Procurement and supply chain skills
🎯
Strategic sourcing and category management
Core competency - 8+ years
Category strategy design Supplier rationalization RFQ and RFI management Global sourcing strategy Make vs. buy analysis Dual sourcing and supply base design INCO terms and landed cost Competitive tender design
💰
Cost management and financial analysis
ZBC - TCO - should-cost - $5M+ savings delivered
Zero-base costing (ZBC) Total cost of ownership (TCO) Apriori should-cost software Price benchmarking Working capital optimisation Inflation management and hedging Volume leverage analysis
🔗
Supplier relationship and risk management
SRM - KPIs - risk frameworks
Supplier scorecards and KPIs Vendor risk matrix (COGS vs. risk) Credit health monitoring Supplier development programs NPI early supplier involvement Geopolitical risk assessment Audit management
Analytics tools - Ross and field experience
Languages
🇬🇧EnglishFull professional
🇮🇳Hindi / MarathiNative
🇩🇪GermanElementary (A2)
🇨🇳MandarinBasic business phrases
AI in procurement

Where I see AI changing procurement - and where I am already using it

AI does not replace procurement judgment. It accelerates it. The professionals who will lead the next decade are the ones who understand both the domain and the tool.

My AI journey
📊
2022-2024 - Cologne
Data-driven procurement at Leybold
Apriori for should-cost modelling, Power BI for category dashboards, SAP analytics for supplier performance. Biggest bottleneck was not data - it was time to turn data into a decision.
Apriori Power BI SAP
🤖
2025 - Certification
Generative AI in Procurement
Structured training on AI across the procurement lifecycle: supplier discovery, spend categorization, contract clause extraction, negotiation simulation, and ESG monitoring. Practical prompt engineering for procurement workflows.
Certified
📱
Nov 2025 - Tech Innovation Jam
Built a product concept from scratch
Developed NurtureOne - a parent companion app (pregnancy to age 5). Analyzed 19 existing apps, identified white-space, built the product concept and go-to-market thesis.
Product thinking Market research
NOW
2026 - This portfolio
Built this entire portfolio using Claude
Every section of this portfolio was designed, written, and coded in collaboration with Claude (Anthropic). The interactive sourcing map, ZBC calculator, casting guide, vendor risk framework - AI did not replace the thinking. It accelerated the expression of it.
Claude by Anthropic
RFQ lifecycle - manual vs. AI-augmented
Step 1
Supplier discovery
Manual: 2-3 days researchAI: Hours - capability matching and risk flagging
Step 2
RFQ creation
Manual: Template from last time, 4-6 hrsAI: Extract specs from drawing, auto-populate
Step 3
Quote analysis
Manual: Excel comparison, 1-2 daysAI: Instant normalization and outlier detection
Step 4
Negotiation prep
Manual: Experience-based judgmentAI: Scenario simulation and BATNA modelling
Step 5
Contract review
Manual: Legal queue, 2-4 weeksAI: Clause extraction and risk scoring - minutes
Current manual process
AI-augmented process
How AI is transforming procurement - McKinsey perspective
Educational content on AI adoption in supply chain and procurement functions.
01
AI compresses time, not judgment
AI can find 40 supplier options in an hour. It cannot tell you which one to trust with your most critical component. The judgment that comes from visiting a supplier's shop floor, reading between the lines of a financial statement, or knowing that a new CEO typically means 90 days of disruption - that is still human. AI makes the human part faster to reach.
02
Deep domain experts are the best AI users
A junior buyer using AI still produces junior output - because they don't know which signals matter, which data to distrust, and which questions to ask. Eight years of procurement experience makes me a better AI user. I can evaluate what it produces rather than just consume it. Domain depth plus AI fluency is the combination that creates real value.
03
Build, don't just certify
A Gen AI certification tells an employer you understand the landscape. This portfolio tells them you can build with it. The ZBC calculator, the interactive sourcing map, the casting guide - these were built using AI, not just talked about. The difference between knowing about a tool and using it to produce something real is the difference that matters in an interview room.
This portfolio was built using Claude by Anthropic. Every section - the interactive global sourcing map, the ZBC should-cost calculator, the casting process guide, the vendor risk framework, the project case studies - was designed, written, and coded in collaboration with AI. It is not a portfolio about AI. It is a portfolio that demonstrates AI fluency in practice. The thinking is mine. The speed was AI's.
Sanger Leadership Center - Michigan Ross

The leadership shift that changed how I operate

The Sanger Leadership Crisis Challenge is not a case competition. It is a 24-hour simulation where you sit at the top of a company that is falling apart - and the board watching you is made up of real senior executives, not faculty.

The challenge format
24-hour C-suite simulation
A team of managers placed at the top of a company mid-crisis. No clean data. Stakeholders with competing agendas. Decisions that cascade. The clock does not stop.
Real board. Real assessment.
The panel assessing you is not faculty. It is senior industry executives - alumni who have been in real crisis rooms. They know the difference between someone performing leadership and someone actually leading.
Sponsored by GM and McKinsey
The Executive Presence Award is given by the board - not by the program. It goes to the person who demonstrated the kind of calm, structured direction that makes people feel safe to follow. That is a different standard than academic performance.
The shift LCC created
Before - the execution mindset
Highly execution-driven. Comfortable taking charge and moving fast. Leadership meant doing - solving the problem, finding the answer, delivering the outcome. Speed was the signal of competence.
The realization - LCC forced it
In a real crisis, people do not just need answers. They need confidence and clarity first. Reacting fast without grounding the team creates more chaos, not less. The most dangerous thing a leader can do in a crisis is perform urgency without creating direction.
After - the leadership mindset
Leadership is not about having the answer. It is about creating direction when no one else has one. Slowing down to structure the problem. Communicating simply - what is happening, why it matters, what we are doing next. Bringing people along rather than pulling ahead alone.
"I came into Ross as someone who focused heavily on execution and solving problems quickly. Through the Crisis Challenge, I learned that leadership in high-pressure situations is less about speed and more about clarity, presence, and decision-making under uncertainty. That shift has fundamentally changed how I approach every room I walk into."
- Aishwarya Khatawkar, Executive Presence Award recipient, LCC January 2026
From the challenge - upload your photos here
Aishwarya Khatawkar at Michigan Ross
Executive Presence Award - Sanger LCC 2026
Executive Presence Award Certificate
LCC Certificate - Aishwarya Khatawkar
Aishwarya Khatawkar at Michigan Ross
ISM Case Competition team at Michigan Ross
Michigan Ross - name badge says it all
ISM Case Competition team - Top 4 globally
Let's connect

Open to roles in procurement leadership
starting May 2026

Strategic sourcing - category management - global supply chain. Automotive, manufacturing, and industrial companies. Willing to relocate.

LinkedIn profile Download resume
Built by Aishwarya Khatawkar using Claude (Anthropic) - 2026. All content, analysis, frameworks, and sourcing perspectives are original work.