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Our origin
We built this at Amazon. Now we're bringing it to every retailer.
Every capability in flipflowAI has a direct predecessor we designed, built, and operated inside Amazon's global returns organization — the largest and most complex returns operation in the world. The difference is that we had to do it without AI.
What took teams of engineers and operations leaders to build with rule-based systems, we can now build for any retailer — faster, smarter, and continuously improving — with the power of large language models. flipflowAI is not a research project. It's a proven playbook, rebuilt from first principles on top of modern AI.
Proven at scale
The results speak for themselves.
These are not projections. These are outcomes we drove at Amazon — before AI existed.
Amazon's Product Lifecycle Support team — the model for our AI prevention engine — prevented $300M in returns in 2023 alone
Refund on First Scan, launched at Amazon in 2012, cut the customer wait for their refund from two weeks to under a day
Decoupling customer refunds from physical return speed unlocked low-cost carrier options, saving $50M annually in return transportation costs
Took Amazon's return recovery rate from 30% to 50% — a 20-point improvement worth $200M per year — using only rule-based systems
With generative AI, we believe the gains available today are significantly larger than what we achieved with rules alone.
The platform
Four problems. Four proven solutions. One AI-native platform.
Each pillar traces directly to a system we built and shipped at Amazon.
Return prevention
At Amazon, a dedicated team contacted customers mid-return to help them actually use their products. That single intervention prevented $300M in returns in 2023 alone. flipflowAI replaces that team with conversational AI — available to every retailer instantly.
Conversational AI return agent
The online return center hasn't changed meaningfully in 15 years. flipflowAI replaces the entire return initiation experience with an AI agent that works on WhatsApp, Discord, Snapchat, and any platform customers already use. No forms. No workflows. Just a conversation.
Logistics optimization
The solution to rising return shipping costs isn't charging customers fees — that drives churn. The real lever is decoupling the customer refund from the physical shipment. Refund on First Scan (RFS), which we launched at Amazon in 2012, does exactly this — opening the door to low-cost carriers.
Smart disposition
At Amazon, we took the return recovery rate from 30% to 50% — a 2,000 basis point improvement worth $200M annually — using nothing but rule-based optimization. With generative AI, we go much further. flipflowAI's Inventory Recovery Engine determines the optimal disposition path for every returned item.