AI & Operations Consultant · Singapore

Smarter APAC Operations Start Here

AI Agent Design · Packaging & Automation · Business Transformation

Your operations team shouldn't be drowning in manual work. I help packaging and automation companies across APAC deploy practical AI — cutting overhead, unlocking capacity, and building a competitive edge that lasts. I'm Francis Lee, and I've spent 30 years inside these industries doing exactly that.

30+ Years in APAC
$1M Vietnam in 9 months
50% Service revenue growth
15+ Countries served
Francis Lee

What I Bring to the Table

Focused engagements built around the problems I've spent three decades solving at scale across Asia.

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AI Agent Design & Implementation

Building practical AI agents that automate repetitive workflows, reduce manual effort, and free your team to focus on what matters. From first proof-of-concept to full deployment — I help operations-heavy organisations get AI working for them without the disruption.

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AI Workflow & Process Simplification

Mapping your existing processes and identifying where AI can cut the most admin overhead. PMP-certified project delivery with a practical lens on AI-powered automation — quick wins first, then sustainable transformation.

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Packaging & Automation Strategy

System selection, vendor evaluation, integration partner onboarding, and go-to-market strategy for automated packaging solutions — from right-size carton automation to automated poly-bag systems and beyond.

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Warehouse Automation & Intralogistics

Implementation partner for AGV and ASRS systems in cold chain, chill, and temperature-controlled environments. Covers supplier selection, system scoping, and operational readiness — with applied experience across pharmaceutical and e-commerce fulfilment operations.

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Business Transformation

Converting service organisations from cost centres into revenue-generating units. P&L restructuring, profitability improvement, and operational efficiency programmes.

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APAC Market Expansion

Market entry strategy, local partner identification, and commercial team setup for companies entering or scaling across Southeast Asia, China, Japan, India, and beyond.

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Channel Partner Development

Building performance frameworks for distributors and integration partners — joint GTM strategies, capability development, and speed-to-market acceleration.

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Service Organisation Design

Building and scaling technical service teams across multiple countries — remote management models, skills frameworks, inventory optimisation, and EH&S compliance.

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ESG Advisory & Peer Network

Connecting organisations with ESG frameworks, sustainability compliance, and a network of practitioners across APAC — bridging operational expertise with environmental and governance goals.

Results That Speak for Themselves

Numbers from real engagements. Not projections.

$1M
Vietnam market developed from $20K to $1 million in sales revenue — in under 9 months.
50%
Revenue growth from transforming a service organisation from pure cost centre to a revenue-generating unit.
30% YOY
Year-on-year growth driven by spearheading automated packaging projects across Asia — right-size carton and poly-bag automation systems.
$2M+
Revenue contributed per automation line commissioned — including Louis Vuitton China, Momo Taiwan, and DKSH Malaysia.
40%+
Headcount savings achieved per automation deployment while improving throughput and operational reliability.
20%
Expense reduction through a remotely-managed service engineer network scaled across APAC, Middle East & Africa.
50%+
Annual revenue increase in Middle East and Turkey after resolving long-standing EH&S compliance issues blocking sales.
20%
Admin time reclaimed by deploying a CRM platform — enabling technical specialists to focus on higher-value business development activities.

From the Field

Real projects. Real stakes. How the work actually gets done.

Automating a Three-Storey Packing Operation for a Global Pharma MNC
How It Started

It began with a cold email. No warm introduction, no existing relationship — just me writing to a pharma MNC in Malaysia whose other plant was already running our solution and loving it. That site had freed up packers, cut out redundant steps, and reclaimed floor space they didn't know they had. I figured the Malaysia site deserved the same.

A few days later, the supervisor replied. He wanted me to come in.

When It Almost Fell Apart

The first visit went well. I showed them what was possible, and they asked me to step back while they discussed internally. Then silence. A few weeks later, I called. The supervisor was polite but lukewarm — no real interest. I nearly moved on.

Two weeks after that, he called me back. The Operations Director wanted to meet. I went back in, re-presented everything, and this time the brief changed — design a solution that would connect three floors of packing operations into a single, end-to-end process. That was a much bigger ask.

The original automation lead on our side had already resigned. I was effectively running this alone, working with an integration partner I'd only just met a few weeks earlier. We got on Zoom and started designing.

Five Revisions and a Competitor I Didn't Know About

The budget was never comfortable. Every revision meant going back to the drawing board — not to add features, but to find ways to deliver the same outcome for less. We went through at least five rounds.

Midway through the process, I found out a competitor had been brought in to work on something similar. I hadn't been told. That changed the stakes.

When I finally presented the full proposal to the Director, she cut 30% off my price on the spot. No negotiation preamble — just a number, and a look that said take it or leave it. I went back to my integrator. We went line by line through the cost structure. It took time, but we got there — a price that worked for both of us and still made sense for the customer.

The PO came in on Christmas Eve. A cold email to a signed order worth over a million US dollars — in one of the shortest timelines I've seen for a project of this complexity. The solution cut packer numbers significantly, stripped out redundant handling, and freed up floor space the site is already putting to use.
From Cushion Designer to Market Builder: How Vietnam Went from USD 20K to USD 1M in 9 Months
How It Started

My first job was designing packaging cushions — protectors that kept customers' products intact in transit. Six months in, the service engineer resigned. I was asked to cover his role alongside my own, with no overlap and no handover period. Just me, showing up in front of customers and working it out.

That turned out to be the best thing that happened in my career. Standing in front of customers with real problems and real stakes changed how I saw the job entirely. It stopped being a technical function. It became a relationship. Customers started to trust me. Orders grew. I found out I was good at this.

The Vietnam Brief

Over the years I expanded from Singapore into broader Southeast Asia, then across Asia — technical support, commercial support, regional management. When the company decided to enter Vietnam, I was nominated as Chief Representative to work alongside the local distributor.

The baseline was modest. Annual sales: USD 20,000.

The Approach

I did what I'd always done. Listen first. Understand what the customer actually needs. Don't sell — solve. Show up consistently. Have honest conversations. Bring value, not presentations.

No hard sell. No flashy launch events. Just steady presence and genuine follow-through.

Within 9 months, Vietnam crossed USD 1 million. From a USD 20,000 baseline to a million-dollar market — by doing the fundamentals well. Be present. Listen. Back it up with solutions that work. If you're not there for your customers, somebody else will be.
40% Off or Walk Away — How Holding the Line Closed a Luxury Deal in China
How It Started

When I was tasked to grow our right-size box closing solution across Asia, China was always going to be the defining market. A project came in — a serious one — with three globally recognised systems integrators competing for it.

I proposed the same package to all three. Same solution, same terms, same price. No favourites. Two months later, one integrator won. Then the negotiation started.

The 40% Ask

The winning integrator came back asking for a 40% reduction. The customer needed a lower price, they said. Faster delivery too. Forty percent — on a first-of-its-kind right-size box closing solution in the market.

I'd been doing this long enough to know when that kind of ask would stick. This one wouldn't. The customer understood what the solution was worth. I held my position.

The integrator didn't accept that. They started looking for alternatives — equivalent solutions, different suppliers, anything they could take back to the client. That search took six months.

Six Months of Looking

It's one thing to believe your solution is the right one. It's another when a motivated buyer, under real commercial pressure, spends half a year trying to replace you and comes back empty.

The client was a globally recognised luxury goods brand. They knew what they'd evaluated. They knew the quality and value of this specific solution — and they wouldn't move. After six months, the integrator came back. Nine months had passed since they won the contract. The project was now urgent.

We negotiated again. We held our position.

New Year's Eve 2023. I was on holiday in Japan when my phone rang. The Country Director. The contract had been signed. A USD 2 million deal that started with three competing integrators, survived a 40% discount demand, and outlasted six months of the integrator searching for a replacement — closed in the final hours of the year.

I spent 30 years at Sealed Air Corporation, working my way from Engineering Assistant to Director — running packaging equipment and automation strategies across Asia, the Middle East, Africa, and Turkey. I've led commercial teams, built service organisations from scratch, managed P&L, and delivered automation projects for clients like Louis Vuitton, DKSH, Shopee, and Momo.

After a fulfilling 30-year career at Sealed Air, I now run an independent consulting practice — bringing the same depth of experience directly to companies who want results without the overhead of a full-time hire.

I'm direct, commercially minded, and I understand both the engineering and the business side of packaging and automation. I work best with companies entering APAC markets, scaling their service operations, or transforming legacy processes into competitive advantages.

Based in Singapore — serving clients across APAC
Languages English & Chinese (fluent) · Malay & Thai (working)
Industries Packaging, Automation, E-commerce Fulfilment, Supply Chain, Logistics
Current Focus AI Agent design & implementation for APAC operations teams
Working With SMEs, MNCs, and leadership teams across Asia looking to simplify operations with AI

30 Years. One Industry. Many Roles.

Built from the ground up — from Service Engineer to Director across Asia, Middle East, and Africa.

2019
Sealed Air Corporation

Director, Packaging Equipment & Automation Strategies – Asia

Led regional automation expansion across Asia. Onboarded integration partners, introduced automated right-size packaging solutions to LVMH, Momo, and DKSH. Rolled out a field service management platform across service teams. Delivered sustainability compliance for commercial operations.

2017
Sealed Air Corporation

Director, Equipment & Engineering Services – APAC

Managed UPS and Sealed Air partnership across APAC. Led Technical Packaging Specialist team, transformed them into a hybrid service-and-sales unit contributing 15% annual revenue growth.

2012
Sealed Air Corporation

Equipment Director – Asia, Middle East, Africa & Turkey

Built and remotely managed service engineering teams across three regions. Resolved critical EH&S compliance barriers, unlocking $50%+ annual revenue growth in Middle East and Turkey.

2010
Sealed Air Corporation

Technical Engineering Manager – SE Asia, India & Japan

Managed engineers across three sub-regions. Cross-trained Protective and Food Packaging service teams, increasing productivity by 15%+ and improving regional coverage.

2005
Sealed Air Corporation

Key Account Manager – Southeast Asia

Partnered with sales teams on strategic accounts. Expanded Vietnam business from zero to $1M in 9 months. Integrated business development into the service team, boosting sales 20% across SE Asia.

1994
Sealed Air Corporation

Earlier Roles: Technology Manager · Lab Engineering Manager · Engineering Supervisor · Service Engineer · Engineering Assistant

Built a deep technical foundation in packaging equipment across multiple product lines — from hands-on service engineering to lab management and technology commercialisation across Asia.

Qualifications

Academic, professional, and industry certifications built over a 30-year career.

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Master of Business Administration University of Southern Queensland · 2007
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B.Tech (Mechanical Engineering) National University of Singapore (NUS) · 2002
PMP Badge
PMP – Project Management Professional Project Management Institute (PMI) · 2025
Lean Six Sigma Green Belt Singapore Management University (SMU) · 2021
GSDC Certified Prompt Engineer Badge
Certified Prompt Engineer GSDC · 2025
AI Agent Certification Badge
AI Agent Certification 2025
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Powered Business Workflow Automation with AI NTUC Learning Hub · 2025
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Languages English & Chinese (fluent) · Malay & Thai (working)

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Part of the AI builder community

Francis is an active member of Singapore's AI practitioner network.

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