Podcast

From quant trading to start-up founder: Wendy Chen, Founder & CEO, Omnistream

Wendy spoke about her “reverse career” and her start-up journey – transitioning from a quant trading background to launching Omnistream.

by hao-nguyen on May 23, 2022

About the guest

Wendy Chen

Founder & CEO at Omnistream

Wendy Chen has a self-described reverse career: she went from quant trading on Wall Street to angel investing to founding Omnistream, a retail analytics platform that uses AI to help grocery and convenience chains eliminate waste through store-level personalisation and demand planning. She launched the business in Singapore and expanded to Australia after raising a Series A.

Episode overview

Wendy Chen’s career trajectory is genuinely unusual. Most founders start in a startup and hope to eventually make money. Wendy started by making money on Wall Street, then invested in startups as an angel, and only then built one herself. That reverse career gave her a rare combination: deep quantitative expertise, early investor discipline, and the humility to enter a 100-year-old industry and acknowledge she didn’t know how it worked.

Omnistream brings algorithmic planning to grocery and convenience retail, the same way quant trading brought algorithms to financial markets. Stores still run on human-driven, averaged-out planning that wastes produce and misses local demand signals. Wendy’s platform changes that at the store level, which in an industry touching every person on the planet means even small improvements in waste have enormous downstream effects on food prices and consumer wellbeing.

What quant trading taught her about building in grocery

Wendy joined an algorithmically driven market maker in 2007, just as the digital infrastructure for quant trading was coming together. She describes the culture as intellectually honest and curious, closer to a tech company than a traditional bank. That environment shaped the values she later built into Omnistream: first-principles thinking, intellectual honesty, and genuine humility about operating in an industry that has worked without you for a hundred years.

“We can’t come in and say we know better than you how to run logistics. You have to have that humility. You’re going into an industry that’s worked for 100 years before we showed up.”

Wendy Chen 12:00

What intellectual honesty means in practice

Wendy uses the term intellectual honesty as a specific cultural value, not a buzzword. It means being willing to accept that some of your core assumptions are wrong, being able to think through the consequences of being wrong, and being wary of people who say they are 95 percent confident about anything. She has a simple test: if you’re really that confident, would you bet $10,000 on it? Most people immediately start hedging. That’s the gap between stated confidence and real confidence.

“Are you willing to accept that there’s probably a 50 percent chance that some of your assumptions are wrong? Are you willing to think through the consequences of that? That’s intellectual honesty.”

Wendy Chen 15:00

Culture is the hardest thing to protect during growth

The most painful thing Wendy had to do in Omnistream’s first four years was remove senior team members who were diluting the company’s core culture. The original team was intellectually curious, humble, and rigorously first-principles in their thinking. As they brought in more experienced people during Series A and expansion, that culture started slipping. She made the difficult decision to act rather than let the drift continue.

“Over the 12 months as we raised our Series A and went into expansion mode, I actually had to do the very painful thing of churning out some key team members. We just needed to maintain that culture and the level we’d set for ourselves.”

Wendy Chen 14:00

Why Omnistream launched from Singapore, not Canada

Wendy is Canadian but launched the business from Singapore because she needed a visionary early-adopter CEO who would embrace a fundamentally different approach to planning in their organisation. That required someone who understood that automated planning is not just a systems change but a process change and a culture change throughout the business. That person happened to be in the Philippines, with a team based from Singapore.

Key takeaways

A reverse career can be a genuine competitive advantage. Wendy’s path from Wall Street to angel investing to founding gave her something most founders lack: real discipline around risk, probabilistic thinking, and patient capital. Those skills reshape how you build a company.
Intellectual honesty is a cultural value, not a platitude. It means being able to hold your own assumptions lightly, think from first principles rather than analogy, and be genuinely open to being 50 percent wrong about something you believed was obvious. It requires practicing it, not just stating it.
Humility is mandatory when you enter a century-old industry. Grocery has operated for a hundred years without Omnistream. The right posture is not disruption for its own sake but a genuine effort to understand why things work the way they do before proposing to change them. Hubris in industries that feed billions has real consequences.
Protect your original culture when you scale, even if it’s painful. Wendy had to remove senior team members during a growth phase to preserve the intellectual culture she had built. She recommends acting decisively rather than hoping the drift corrects itself.
Choose your first customer for their willingness to change, not their size. Omnistream’s first customer was a visionary operator who understood that adopting automated planning was a process and philosophy change, not just a software installation. That co-innovation partnership shaped the product in ways a more passive customer never could have.
Mission matters in grocery and convenience in ways people underestimate. A two percent reduction in food waste in an industry that touches every person on earth has a meaningful effect on food prices, family finances, and planetary resources. That scale of mission is something most consumer-facing tech products can’t honestly claim.

Mentioned in this episode

Frequently asked questions

What does Omnistream do?

Omnistream provides algorithmic planning software for grocery and convenience retail chains. It moves chains away from averaged, human-driven store planning toward AI-powered, store-level personalisation based on local demand signals, competitor proximity, and consumer behaviour patterns. The result is less food waste, better product availability, and lower costs that can be passed on to consumers.

Why did Wendy Chen start a company after working on Wall Street?

After leaving quant trading in 2012, Wendy did angel investing to stay close to interesting businesses without taking a conventional job. An early investment in Instacart exposed her to how grocery chains operated, and she saw the same kind of opportunity that algorithmic trading had been in finance: a fragmented, human-driven industry ripe for quantitative methods. She decided to build rather than just invest.

What is intellectual honesty and why does Wendy Chen talk about it?

For Wendy, intellectual honesty is a specific cultural value: being willing to think from first principles rather than analogy, accepting uncertainty about your own assumptions, and being genuinely open to being wrong. She distinguishes it from stated confidence: she asks team members to put a confidence interval on their assertions, and finds that people who claim 95 percent confidence often drop to hedging when asked to back it with real stakes.

What was the hardest thing Wendy Chen faced building Omnistream?

Protecting the company’s original culture during growth. As Omnistream raised its Series A and brought in more experienced team members, the core culture of intellectual curiosity, humility, and first-principles thinking started to slip. Wendy made the difficult decision to remove several key hires rather than let the cultural drift continue. She credits that decision with keeping the product quality and customer relationships intact.

Where is Omnistream based and where does it operate?

Omnistream was founded and initially based in Singapore, where it found its visionary first customers in Asia. After raising its Series A, the business expanded to Australia for customer acquisition while also working with early customers in the US. Wendy Chen is Canadian and was based in Singapore at time of recording.

Topics discussed

retail techquant tradingangel investinggrocery analyticsAI planningreverse careerSeries ASingapore startupwomen foundersintellectual honestyculture buildingfood wastedemand planningAustralian expansion

Full transcript

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Show full transcript (26 minutes, 6 sections)

00:00 Introduction and what Omnistream does

Wendy Chen introduces Omnistream as a retail analytics company whose purpose is to make consumers’ lives a little better every day by reducing waste and personalising planning in grocery and convenience chains. She explains the company’s focus on store-level demand intelligence and how that differs from traditional averaged planning.

02:00 The reverse career: Wall Street to angel investing to founder

Wendy describes her path as a reverse founder career. She started on Wall Street in 2007 at an algorithmically driven market maker during the inflection point for quant trading infrastructure. She left in 2012 and spent time as an angel investor, finding companies in Canada and Silicon Valley. An early investment in Instacart deepened her understanding of grocery and eventually led her to build Omnistream.

09:00 Launching from Singapore: why location matters for B2B

Wendy explains why she launched from Singapore despite being Canadian. She needed a visionary first customer whose CEO understood that automated planning is not just a technology change but a deep process and cultural change. That person was based in the Philippines. The Singapore hub gave her access to the Asian retail market and the right profile of early adopter.

12:00 The hardest part: culture during growth

Four years into Omnistream, the hardest thing was preserving the original culture of intellectual honesty and humility as the company scaled. When senior hires with different backgrounds came in during the Series A expansion, the culture started slipping. Wendy made the painful decision to remove key team members to protect what the company stood for.

15:00 What intellectual honesty means

Wendy defines intellectual honesty as the ability to think from first principles rather than analogy, hold your assumptions lightly, and be genuinely open to being wrong. She uses a practical test: when someone says they are 95 percent confident, ask them to back it with money. The hedging that follows reveals the real confidence level. She wants her team to put a confidence interval on every bold assertion.

18:00 Series A, Australia, and why join Omnistream

Omnistream raised its Series A primarily for Australian expansion, with additional US customers in parallel. Wendy gives three reasons to join: clear social mission around food waste and consumer wellbeing, an intellectually driven culture for people who find that environment energising, and the opportunity of being part of a company at the inflection point between startup and global scaleup.

About the host

Steve Grace is the founder and CEO of The Nudge Group, a technology-focused recruitment and advisory business. He has built and scaled companies across Australia and the US, and hosts Give It A Nudge to spotlight founders and operators building something meaningful.

<h2>Interested in finding out<br /> more about The Nudge<br /> Group?</h2> <p>Find out more about how we work and how we can help you grow your business.</p>