Pollen's AI Targets the Near-Expiry Pallet in Asia's Warehouse

The Singapore startup has raised $4 million to build an operating system for FMCG liquidation, betting that data can replace the dumpster.

About Pollen

Published

The first thing you see is the countdown. Not a dramatic digital timer, but a simple, sober field in a dashboard labeled ‘Days to Expiry’. It sits next to a photo of a pallet of shampoo bottles, a spreadsheet of SKUs, and a suggested price, generated not by a human broker but by an algorithm trained on what similar goods sold for, to whom, and when. This is the interface for a crisis most consumers never see: the moment a brand must decide what to do with inventory that is perfectly good, but not for much longer.

Pollen, a Singapore-based startup founded in 2018, has spent six years building what it calls Asia’s first liquidation operating system for this exact scenario [pollen.tech]. Its marketplace, PollenOS, connects manufacturers and distributors sitting on excess or near-expiry fast-moving consumer goods (FMCG) with a global network of B2B buyers. The proposition is equal parts economic and environmental: recapture value from goods that would otherwise be written off or destroyed, and in doing so, chip away at the massive waste problem embedded in global supply chains [F6S]. For a brand manager staring at that dashboard, the question shifts from ‘How much will we lose?’ to ‘What can we recover?’

The bet on data over distress

Traditional liquidation is a messy, relationship-driven business often conducted in shadowy corners of the supply chain. Prices are negotiated by phone and email, visibility is low, and outcomes are unpredictable. Pollen’s core bet is that injecting data and software into this opaque process creates a defensible wedge. The company’s AI assistants, a central part of PollenOS, are designed to predict demand and optimize pricing for excess stock, ostensibly giving sellers clearer analytics and buyers more reliable supply [pollen.tech].

This transforms liquidation from a reactive fire sale into a planned component of inventory management. The platform’s focus on Asia is strategic; the region’s booming FMCG sector, complex cross-border trade lanes, and fragmented retail landscape create a particularly acute need for a centralized, efficient clearing mechanism. Pollen isn’t just selling a listing service; it’s selling a layer of intelligence for the least intelligent part of commerce.

A founding team built for the grind

The company is led by co-founders David Ng and Liyana Sulaiman. Ng, the CEO, is described as a serial founder who has previously raised capital across multiple countries [LinkedIn]. Sulaiman serves as Chief Product and Technology Officer, a role that blends her background as a builder of VC-funded B2B startups with a public focus on using technology to reduce business waste [asiatechxsg.com]. Their partnership suggests a balance between commercial hustle and technical execution, a necessary blend for a company that must build trust in two directions: with major brands as sellers and with a diffuse network of buyers.

The team’s longevity is notable. Founded in 2018, Pollen has evolved through several market cycles, suggesting a sustained focus on a problem that many might have considered too niche or operationally heavy. This persistence has attracted a cohort of regional investors.

Fuel from regional specialists

In June 2023, Pollen secured a $4 million funding round [Tracxn, 2026]. The capital came from a mix of venture firms with deep roots in the Southeast Asian ecosystem, including Insignia Ventures Partners, Reflect Ventures, and Black Kite Capital [Crunchbase, 2026]. This investor list is a signal in itself. These are not generalist funds chasing a buzzword; they are firms that back infrastructure plays and complex marketplaces within the region’s specific logistical and commercial contours. Their participation validates the premise that Asia’s liquidation problem is both large enough and distinct enough to warrant a dedicated operating system.

The following table outlines the key investors backing Pollen’s vision:

Investor Known Focus Area
Insignia Ventures Partners Early-stage technology in Southeast Asia
Reflect Ventures Venture studio and pre-seed investments
Black Kite Capital Singapore-based venture capital
Hustle Fund Pre-seed software startups
XYZ Venture Capital Early-stage B2B and frontier tech

Navigating a field of discounters

The path is not without its obstacles. Pollen operates in a competitive space defined by both digital upstarts and entrenched offline networks.

  • The platform competitors. Companies like Max Retail and Rumage also operate in the digital liquidation and overstock space. Their presence confirms the market need but also means Pollen must articulate a clear technological or geographic moat,likely its AI-driven pricing and specialized focus on the Asia-to-global FMCG corridor.
  • The analog incumbents. The oldest and most formidable competition is the existing network of brokers and wholesalers who have conducted this business for decades on handshakes and spreadsheets. Displacing these relationships requires proving superior economics and reliability, not just a slicker interface.
  • The data challenge. The efficacy of Pollen’s AI hinges on the volume and quality of transaction data flowing through its marketplace. In its early stages, achieving the liquidity needed for truly predictive models is a classic chicken-and-egg problem the company must solve.

Pollen’s answer appears to be depth over breadth. By focusing relentlessly on the specific pains of near-expiry FMCG inventory in Asia, it aims to become the undisputed expert in a corner of the market others find too complicated. Its evolution from a marketplace to an ‘operating system’ (PollenOS) frames the product as essential infrastructure, not just a listing site.

The next twelve months of recovery

The immediate horizon for Pollen will be defined by scaled execution. The 2023 funding provides a runway to expand its buyer and seller networks, deepen its AI models with more transaction data, and potentially explore adjacent categories or geographies. Key milestones to watch will be any announced partnerships with major FMCG brands or distributors,the kind of deals that would move the platform from a useful tool to a critical channel. The company is actively hiring, as evidenced by its careers page, indicating a focus on growth [careers.pollen.tech, 2026].

Ultimately, Pollen is answering a quiet, logistical question that sits at the intersection of commerce and conscience: In a world optimized for endless new production, what systems do we build to handle what’s left over? Its platform treats excess not as a failure, but as a data point. Every pallet of near-expiry shampoo represents a minor tragedy of planning, a sunk cost, and a physical object needing a destination. PollenOS is the attempt to write a better last chapter for it, one where the final click isn’t a waste management invoice, but a purchase order.

Sources

  1. [pollen.tech] About Us - Pollen | https://www.pollen.tech/about
  2. [F6S] Pollen Tech F6S Profile | https://www.f6s.com/company/pollen-tech
  3. [LinkedIn] David Ng 伍 立伟 - CEO and Co-Founder - Pollen | https://sg.linkedin.com/in/davidng
  4. [asiatechxsg.com] Liyana Sulaiman Co-Founder & CPTO at Pollen Speaker | https://asiatechxsg.com/innovfest-x-elevating-founders/speakers/liyana-sulaiman/
  5. [Tracxn, 2026] Pollen - 2026 Funding Rounds & List of Investors | https://tracxn.com/d/companies/pollen/__5q7SGYGU6gPYr8S175Dx2D6J0SfCebVAlU_gK_0taZg/funding-and-investors
  6. [Crunchbase, 2026] Pollen - Crunchbase Company Profile & Funding | https://www.crunchbase.com/organization/pollen-6ef6
  7. [careers.pollen.tech, 2026] Pollen Careers | https://careers.pollen.tech/

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