For decades, managing excess inventory has been a slow, manual, and often painful process for supply chain and finance teams. It usually involves endless spreadsheets, guesswork on pricing, and weeks spent trying to find the right buyers.
Enter Pollen.
We are transforming the way brands handle surplus stock by turning weeks of manual clearance preparation into minutes of automated, data-driven action. To do this, we’ve built a specialized suite of AI agents and data engines designed specifically for the liquidation market.
Let’s meet the technology powering the future of excess inventory: Lily, Fern, Sage, and PSI.
1. Lily AI: The Liquidation Orchestrator
Think of Lily as the ultimate project manager for your surplus stock. Lily AI is the first end-to-end AI agent built entirely for surplus inventory sales.
Instead of juggling multiple platforms and spreadsheets, you simply upload your basic inventory data, and Lily takes over. Lily enriches minimal product details, coordinates the other specialized AI agents, and creates buyer-ready listings.
The Result: What used to take weeks of back-and-forth now happens in minutes. Lily clears warehouse space, recovers cash faster, and protects your brand equity while doing it.
2. Dahlia: The AI Demand Analyst
Before you can effectively price or sell excess stock, you need to understand the market appetite for it. That is where Dahlia steps in.
Dahlia is Pollen’s AI Demand Analyst, designed to help you predict exactly how your products will perform on the secondary market. Dahlia updates demand predictions by looking at the item's condition, shelf life, target channel, and volume. With Dahlia, you can predict:
Probability of Sales & Disposal: Identify which at-risk or hard-to-move products will sell and which might face disposal.
Time Needed to Sell: Drawing on thousands of past trades, Dahlia determines exactly how long it will take to sell each item in your inventory.
Volume of Sales: Using billions of data points, Dahlia tells you precisely how much of each SKU the target market can absorb.
The Result: You stop relying on guesswork and can forecast your sell-through rates and depletion timelines before you even list the stock.
3. Fern: The Financial Advisor (Dynamic Pricing)
Pricing liquidation stock has always been a guessing game—price it too high and it rots in the warehouse; price it too low and you leave money on the table. That is where Fern comes in.
Fern is Pollen’s AI Financial Advisor, designed to optimize your pricing strategy and maximize revenue. Fern analyzes the market to find the perfect balance between speed and recovery. It visually shows finance managers the trade-off between the discount level and the estimated time-to-clear.
The Result: You no longer have to guess what your stock is worth. Fern helps finance teams capture up to 30% more recovery by calculating the exact "sweet spot" for your pricing.
4. Sage: The Sales Expert (Buyer & Channel Matching)
Once your stock is ready and priced, it needs to go to the right buyer. Blasting your premium inventory to everyone can hurt your brand.
Sage is your AI Sales Expert, specializing in automated buyer and channel matching. Using market demand data, Sage instantly matches your specific SKUs to the most relevant, vetted buyers in Pollen's network (which includes over 500 bulk buyers in Asia and 1,000+ global exporters). Sage determines the best sales strategy, routing your stock into the public Pollen Direct Marketplace or into Private Catalogs for maximum brand protection.
The Result: Faster sales to trusted buyers, without the risk of your products ending up in the wrong retail channels.
5. PSI (Pollen Slob Index): The Intelligence Engine
Lily, Fern, and Sage are incredibly smart, but they need data to run. That data comes from PSI.
The Pollen Slob Index (PSI) is the world’s first market benchmark specifically built for bulk excess inventory. It is the "brain" behind the operation, powered by millions of data points from years of proprietary transaction data.
PSI provides the core market intelligence that allows the AI agents to:
Calculate Sell-Through Probability: Forecasting how fast and where stock will actually sell.
Optimize the Pricing Index: Providing the real-time market benchmarks Fern uses to set prices.
The Result: Every decision made by Pollen’s AI agents is backed by proven market intelligence, not gut feelings.
The Bottom Line
Managing excess inventory shouldn't feel like a punishment. By utilizing Lily to orchestrate the process, Fern to maximize margins, Sage to find the perfect buyers, and PSI to power the intelligence behind it all, brands can liquidate stock up to 50% faster.
Ready to let AI handle your surplus stock? [Sign up for free and meet Lily today.]