Reverse Supply Chain Optimization

Returns rarely come back neatly. They come back opened. Damaged. Expired. Mixed. Unlabeled. Recalled. Refused. Partially used. Or simply no longer fit to go back into commerce. That is where reverse logistics stops being a movement problem. It becomes a decision problem. Operations wants the space back. Supply chain wants the product moving. Quality may need control. EHS may need classification. The customer may need proof. Procurement needs a process that can work across more than one site. Moving it quickly matters. But speed without a clear owner, a defensible classification, and a documented final path only pushes the question downstream. Not every return is waste. Not every stream belongs in the same outlet. And not every site needs the same answer. A strong reverse logistics program does more than clear the dock. It makes the next decision easier to follow, easier to execute, and easier to prove later. The return may be non-saleable. The decision still has to be clean. For the teams managing returned or non-saleable product, where does the handoff most often slow down: Classification, customer approval, or final disposition documentation?

We've processed 147,124 Amazon returns. This year, we're on pace for a portfolio return rate of 14.99%. Most brands treat returns like a generic, unfixable cost. They burn six figures altering product engineering before they even check where the communication break is happening. We didn't protect our margins by guessing. We use a stage-gate framework to attack the data: 1. Expectation Realignment (The Listing Audit). Eliminate the gap between the screen and the box. We ran a foot massager brand where competitors added remotes. Customers assumed ours had one too, spiking returns. We simply added "No Remote" to the title. The bleed stopped in 24 hours. 2. Supply Chain Standardization (The Spec Sheet Check). Isolate true product issues. A brand we took over used a factory that secretly swapped virgin plastic for cheap recycled material. The quality drop triggered immediate return spikes. We introduced random 8-product pre-shipment audits to catch bad lots early. 3. Operational Friction Removal (The Journey Pivot). If an item arrives late or damaged via FBA, customers return it out of platform frustration. For high-ticket or fragile SKUs, we pivot to Fulfilled by Merchant (FBM). This gives us 100% control over the reverse logistics loop and partial refund options. 4. Structural Margin Factoring (The Category Assessment). Stop fighting immutable category behaviors. Dress shoes and seasonal items have high baseline returns. People buy three sizes to try them on. We build a 13% structural loss directly into our unit economics from day one, just like TACOS. We also stopped accepting Amazon's warehouse classifications. We found 70% of returns marked "unfulfillable" could still be sold. We pulled them back, graded them, and recovered up to 20% of retail value instead of paying destruction fees. The result? A projected 23% reduction in returns across our portfolio this year. That's how you scale to $20M without the bottom-line drain that kills most founder-led brands. Are you managing your returns with operator math, or are you letting Amazon warehouse workers dictate your profit? Full video breakdown of the return recovery framework is in the video below.

Most fashion brands treat returns as a loss. A number to minimize, a problem to hide in the P&L. Libas thinks about it differently. 25 to 27% return rate. Industry standard. Nothing remarkable there. What is remarkable is what happens after. Every returned item is back on sale within 24 hours. Refurbished pieces within 48 to 72 hours. 97 to 98% of returns are back in circulation before most brands have even processed the reverse logistics. Here is what the math looks like when you do not have this system. Say you are doing 1 crore in GMV a month with a 30% return rate. That is 30 lakhs in returned inventory. Now factor in reverse logistics at 80 to 100 rupees per order, quality checks, repackaging, and the holding time where that inventory is sitting dead and not generating revenue. Realistically, 20 to 25% of that returned inventory either gets written off or sells at a steep discount. You are not losing 30 lakhs. You are losing closer to 6 to 8 lakhs every single month, just on returns. At scale, this is the difference between a profitable brand and one that is constantly chasing contribution margin. When you engineer your supply chain to absorb returns at this speed, you stop bleeding on every return and start recovering it. Watch my full conversation with Sidhant to understand how Libas built this.(Link in comments) Kirti | Siddhika

𝗥𝗲𝘃𝗲𝗿𝘀𝗲 𝗟𝗼𝗴𝗶𝘀𝘁𝗶𝗰𝘀 𝟰.𝟬: 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗶𝗻𝗴 𝗥𝗲𝘁𝘂𝗿𝗻𝘀 𝗶𝗻𝘁𝗼 𝗮 𝗖𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗔𝗱𝘃𝗮𝗻𝘁𝗮𝗴𝗲 In the past, reverse logistics was often viewed as a costly necessity—managing product returns, waste disposal, and recycling with limited efficiency. But Industry 4.0 is changing the game. The primary aim of reverse logistics 4.0 is to help maximize the recovery of the remaining value from end-of-life (EOL) products and appropriately dispose of the non recyclables. By integrating IoT, AI, cloud computing, and blockchain, organizations are turning reverse logistics into a strategic enabler—reducing waste, cutting costs, and driving sustainability while unlocking new revenue streams. 𝗪𝗵𝗮𝘁 𝗱𝗼𝗲𝘀 𝘁𝗵𝗶𝘀 𝗺𝗲𝗮𝗻 𝗳𝗼𝗿 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀𝗲𝘀? • 𝗙𝗿𝗼𝗺 𝗿𝗲𝗮𝗰𝘁𝗶𝘃𝗲 𝘁𝗼 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲: AI and big data help forecast return volumes, optimize collection, and improve decision-making. • 𝗙𝗿𝗼𝗺 𝗳𝗿𝗮𝗴𝗺𝗲𝗻𝘁𝗲𝗱 𝘁𝗼 𝗰𝗼𝗻𝗻𝗲𝗰𝘁𝗲𝗱: IoT-powered tracking and blockchain create end-to-end visibility in reverse supply chains. • 𝗙𝗿𝗼𝗺 𝗰𝗼𝘀𝘁 𝗰𝗲𝗻𝘁𝗲𝗿 𝘁𝗼 𝘃𝗮𝗹𝘂𝗲 𝗱𝗿𝗶𝘃𝗲𝗿: Smart remanufacturing and resale extend product lifecycles, reducing waste and boosting profitability. 𝗧𝗵𝗲 𝗦𝗺𝗮𝗿𝘁 𝗥𝗲𝘃𝗲𝗿𝘀𝗲 𝗟𝗼𝗴𝗶𝘀𝘁𝗶𝗰𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 𝗳𝗼𝗰𝘂𝘀𝗲𝘀 𝗼𝗻 𝗳𝗶𝘃𝗲 𝗸𝗲𝘆 𝗮𝗿𝗲𝗮𝘀: 1. 𝗦𝗺𝗮𝗿𝘁 𝗖𝗼𝗹𝗹𝗲𝗰𝘁𝗶𝗼𝗻 – IoT-enabled bins, cloud-based tracking, and AI-powered demand sensing. 2. 𝗦𝗺𝗮𝗿𝘁 𝗦𝗼𝗿𝘁𝗶𝗻𝗴 & 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 – Automated AI-driven sorting, real-time inventory tracking, and dynamic waste dashboards. 3. 𝗦𝗺𝗮𝗿𝘁 𝗥𝗲𝗺𝗮𝗻𝘂𝗳𝗮𝗰𝘁𝘂𝗿𝗶𝗻𝗴 & 𝗥𝗲𝗰𝘆𝗰𝗹𝗶𝗻𝗴 – Digital twins, predictive analytics, and AR-assisted maintenance. 4. 𝗦𝗺𝗮𝗿𝘁 𝗧𝗿𝗮𝗻𝘀𝗽𝗼𝗿𝘁𝗮𝘁𝗶𝗼𝗻 & 𝗗𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻 – Fleet optimization, autonomous vehicles, and blockchain for transparency. 5. 𝗦𝗺𝗮𝗿𝘁 𝗗𝗶𝘀𝗽𝗼𝘀𝗮𝗹 – AI-driven landfill management, cloud-based leachate monitoring, and sustainable disposal solutions. 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀 𝗟𝗲𝗮𝗱𝗶𝗻𝗴 𝗥𝗲𝘃𝗲𝗿𝘀𝗲 𝗟𝗼𝗴𝗶𝘀𝘁𝗶𝗰𝘀 𝟰.𝟬 𝗔𝗱𝗼𝗽𝘁𝗶𝗼𝗻: 𝗘-𝗰𝗼𝗺𝗺𝗲𝗿𝗰𝗲 – AI-driven return prediction & automated restocking. 𝗔𝘂𝘁𝗼𝗺𝗼𝘁𝗶𝘃𝗲 – Sustainable vehicle end-of-life disposal & part remanufacturing. 𝗘𝗹𝗲𝗰𝘁𝗿𝗼𝗻𝗶𝗰𝘀 – Smart WEEE recycling & resource recovery. 𝗣𝗵𝗮𝗿𝗺𝗮𝗰𝗲𝘂𝘁𝗶𝗰𝗮𝗹𝘀 – Real-time monitoring of expired/recalled drugs. 𝗥𝗲𝘁𝗮𝗶𝗹 – AI-powered seamless return experiences. The Future of Reverse Logistics is Smart, Data-Driven, and Sustainable Reverse Logistics 4.0 isn’t just about managing returns—it’s about creating new value, driving sustainability, and gaining a competitive edge. Ref: https://lnkd.in/df4NtCj2

Most fulfillment centers are designed to fail at returns. 📦 We spent decades optimizing for one direction: getting products out the door fast. But nobody planned for 20% coming back. The result? Returns sit in a corner, lose value, and bog down your outbound flow. Here's what I told Bridget McCrea and Modern Materials Handling Magazine: If you try to manage shipping and returns in the same facility, returns will always be the second priority. The solution isn't better prioritization. It's separation. ✂️ Smart operators are building dedicated return centers or partnering with specialists who use AI to sort, price, and resell at scale. With $890 billion in retail returns last year and online return activity up 40%, this isn't a nice-to-have anymore. It's infrastructure. Stop treating returns like an afterthought. Build for the reverse flow or watch your margins disappear. 📉 Read the full article: http://bit.ly/4gWCaS2 #SupplyChain #Logistics #Ecommerce #ReverseLogistics

Reverse Supply Chains Deserve Forward Thinking! Too many companies treat returns like a leaky faucet that you can't be bothered with, while your water bill keeps going up and up. Just published by the Global Supply Chain Institute at the University of Tennessee, this white paper from Huseyn Abdulla, Ph.D. and Thomas Goldsby introduces a bold, integrative framework to tackle the returns conundrum through: People – Who owns returns? Who enables or prevents them? Policies – Are your return policies hurting loyalty—or margins? Processes – Are inefficiencies driving returns before they happen? Products – Which categories need tailored return strategies? Partners – Who’s helping you—or hurting you—on the back end? Download the full white paper here: https://hubs.la/Q03HKSbf0 #returnsmanagement #ecommerce #retailstrategy #reverselogistics #GSCI

#Returns and #RMAs. Let's get this party started. 🎉 Not returns software, I’m talking about the actual product movement. Start with a flow chart. Document the process steps and how each action or decision can flow. Determine at what point a handoff is made from one department to another. Now review to see if any parts can be merged or eliminated. The more manual processes that your company follows, the less scalable it is. • Identify how your #inventory tools will be impacted as any replacement units that can’t be repaired come out of new inventory. •What is the #warranty % for each product. •How will #integration work to ensure the data is being synced properly? Otherwise, financial reports will be incorrect and so will the demand plan. #Automate: 1) Refunding the order - a part is scanned and then automation will generate the refund. Communication with the customer is complete, but there are still internal steps. 2) Repair/Refurbish - This is where both the repaired items and the determination of whether any parts can be cannibalized will happen. Automation includes having barcode stickers on hand for any parts that can be reused. Each part needs it's own #SKU and #barcode. As they are placed on the warehouse rack they can be scanned again which will automatically enter that SKU and quantity. The same can be said in reverse, if parts are used to build another unit, scan them and mark their new status. It may seem like effort to label and scan but keep in mind that every part is an asset, every broken part is a loss and anytime parts are unaccounted for, that is lost profits. 3) Warranty - Track the return reason code so you know which parts need to have manufacturer's claims made. The hidden cost to warranty claims: $ Staff time, (how much per hour?). $$ Additional product if it's a replacement. $$$ Lost customer acquisition cost of product not being available to sell to new customers - CAC is a real number so you need to make sure it's applied here when that happens. $$$$ Reverse logistics of shipping the product back to you. $$$$$ Repair and diagnostic time. $$$$$$ Shipping the customer a new order. $$$$$$$ Customer service time (again). $$$$$$$$ Management time to negotiate with factory on warranty reduction. Think of time ⏰ as a financial asset and any excess time used on a task is a loss. 📄 The better your documentation the more efficient your processes will be. It's critical to have fresh training on this quarterly to keep the existing employees from getting complacent and taking shortcuts and to give any new staff time to adapt. On Sept 27th, tune in here for a webinar with me and Mark Yeramian, CEO of Moast for some great tips on how to avoid returns in the first place and improve customer confidence. On Sept 28th, join me along with Bailey N. of Frate Returns, Jake Disraeli of Treet, and Shakarah Dean of Kirrin Finch to delve deeper into How to Reduce Black Friday Returns