Emerging Investment Trends in Recycling Automation

As you cycle through some of the videos here on LinkedIn, this should wheely get your attention. 2026 is officially the year that recycling in the USA moves from "aspiration" to "industrial execution." If you feel like the recycling conversation has been stuck in neutral for the last decade, you aren’t alone. But as of January 2026, a massive shift in technology and policy is finally closing the loop. Here are the four innovations and trends defining the recycling landscape this year: 1. The AI Sorting Revolution We have officially reached a tipping point where Artificial Intelligence is more accurate than human eyes. Facilities across the U.S. are reporting efficiency gains of up to 60% thanks to deep-learning vision systems. The 95% Benchmark: New AI-driven optical sorters can now identify polymers, colors, and even specific brands with 95%+ purity. The Result: This virtually eliminates the "contamination" problem that previously sent entire batches of recyclables to the landfill. 2. Molecular & Enzymatic Recycling Traditional mechanical recycling (shredding and melting) often degrades plastic quality. In 2026, molecular recycling (also known as advanced or chemical recycling) is scaling to an industrial level. Breaking the Bonds: Technologies like pyrolysis and depolymerization break plastic down into its original building blocks (monomers), allowing it to be recycled infinitely without losing strength. Nature’s Helpers: We are seeing the first commercial-scale applications of enzyme-based recycling, where engineered bacteria "eat" PET plastic under moderate temperatures, turning waste into high-quality raw materials. 3. Policy Meets the Pavement: EPR Laws 2026 marks the "go-live" phase for several Extended Producer Responsibility (EPR) programs. States Leading the Way: States like Oregon and Colorado have transitioned into full operational phases. Producers are now 100% financially responsible for the lifecycle of their packaging. The Cost of Waste: We’re seeing a shift in household logistics, with new mandatory recycling fees and larger "smart bins" becoming the norm to ensure higher recovery rates for paper and plastic. 4. Digital Product Passports (DPP) The "Smart Packaging" trend has officially gone mainstream. The QR Code Shift: Many brands are now using serialized QR codes or RFID tags that act as a "digital passport." End-to-End Traceability: These tags tell recyclers exactly what chemicals are in the plastic and how it should be processed. For consumers, it provides real-time data on where their specific item was recycled. The Bottom Line for 2026 Recycling is no longer a secondary "green" initiative; it is becoming a core industrial strategy. With major players like WM and Republic Services completing multi-billion dollar infrastructure upgrades this year, the "Circular Economy" is finally becoming a reality for American businesses. #Recycling2026 #CircularEconomy #Innovation #SupplyChain #USARecycling

18% profit growth in recycling while commodity prices dropped 35%. How does that math work? The recycling industry had a brutal economics problem for decades. Extracting valuable materials from waste cost more than the materials were worth. Labor was expensive, jobs were impossible to fill, and recovery rates were stuck. Southeastern Virginia spent years trying to boost recycling through education campaigns. The region had 28% recyclable content in its waste stream but could only recover 7%. No matter how much they spent on awareness, that number didn't budge. AI sorting systems finally cracked the unit economics. Three things converged at once. Regulatory pressure created captive supply. Extended producer responsibility laws force consumer goods companies to use recycled content. States need to reduce landfill volume. Trump's 50% aluminum tariff made domestic scrap valuable again. Commodity scarcity drove demand. Pulp mill closures left box makers more reliant on old corrugated containers. Packaged goods companies want their bottles and jugs back. Automation fixed the labor problem. Vision systems combined with pneumatic air jets can sort thousands of items per minute. Robotic pickers max out around 40. Roughly 50x the throughput. Murphy Road Recycling near Hartford now processes 60 tons per hour with almost no workers on the sorting line. AMP's facility in Virginia went from that stuck 7% recovery rate to 50%+ diversion, earning $50 per ton in tipping fees plus revenue from commodity sales and carbon credits from biochar. Republic Services has deployed AI in a third of its 79 facilities. Waste Management is spending $1.4 billion on automation. Industries where manual labor costs approach or exceed output value tend to look like dying markets. Often they're automation frontiers waiting to tip. Anyone seeing similar dynamics in their space?

The U.S. throws away over $11.4 billion worth of recyclable containers each year. What's a simple way to reverse this trend outside the home? ♻️ Reverse vending machines (RVMs) are making a comeback, and not just in bottle bill states! Waste Dive had a great piece last week illuminating the trend: 🟢 Closed Loop Partners provided a catalytic loan to Olyns, a provider of AI-powered RVMs, to expand its manufacturing and deployment. Olyns' AI-powered Cubes can collect and sort up to 90% of recyclable materials, according to the company. 🟢 Recycle Track Systems (RTS) acquired RVM company Cycle and successfully implemented their technology at the Super Bowl, offering instant prizes and incentives to fans who recycled. In a pilot program, Cycle's RVMs increased beverage container recycling rates by up to 50% at sports stadiums. 🟢 Ball Corporation partnered with RTS to install an RVM at Copper Mountain Resort in Colorado to collect aluminum cups. Ball Corporation estimates that RVMs can capture up to 97% of beverage containers for recycling. 🟢 The University of Alabama installed four RVMs on campus in partnership with The Coca-Cola Company's World Without Waste program and recorded a 20% increase in recycling rates after installing the RVMs. These examples demonstrate the growing momentum and potential of RVMs in promoting recycling and sustainability. By providing convenient and engaging recycling solutions, RVMs are empowering individuals to actively participate in creating a more circular economy. As we look ahead, the future of RVMs looks bright. With the potential for collecting reusable packaging and further integration with EPR initiatives, RVMs are poised to play an even greater role in reducing waste and promoting sustainability "on the go". Read more here: https://lnkd.in/gBvv8AQS 🌱 #sustainability #circulareconomy #reversevendingmachines

♻️🔧 𝗣𝗹𝗮𝘀𝘁𝗶𝗰 𝗿𝗲𝗰𝘆𝗰𝗹𝗶𝗻𝗴 𝗶𝘀 𝗲𝘃𝗼𝗹𝘃𝗶𝗻𝗴 — 𝗮𝗻𝗱 𝘀𝗼 𝗺𝘂𝘀𝘁 𝘁𝗵𝗲 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗯𝗲𝗵𝗶𝗻𝗱 𝗶𝘁. From high-throughput mechanical sorting systems to complex pyrolysis and depolymerization units in chemical recycling, the industry demands 𝗺𝗼𝗱𝘂𝗹𝗮𝗿, 𝗶𝗻𝘁𝗲𝗿𝗼𝗽𝗲𝗿𝗮𝗯𝗹𝗲, 𝗮𝗻𝗱 𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻. That’s where 𝗘𝗰𝗼𝗦𝘁𝗿𝘂𝘅𝘂𝗿𝗲 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗘𝘅𝗽𝗲𝗿𝘁 delivers unmatched value — bringing 𝘀𝗼𝗳𝘁𝘄𝗮𝗿𝗲-𝗱𝗲𝗳𝗶𝗻𝗲𝗱 𝗰𝗼𝗻𝘁𝗿𝗼𝗹 to both machine builders and process plant developers. 🏭 𝗙𝗼𝗿 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗕𝘂𝗶𝗹𝗱𝗲𝗿𝘀 (𝗢𝗘𝗠𝘀): – IEC 61499-based modularity enables reusable function blocks across machine variants – Hardware-agnostic control logic accelerates development and supports platform flexibility – Digital twin integration and simulation tools reduce commissioning time – Seamless integration of vision systems, drives, and IIoT sensors ⚗️ 𝗙𝗼𝗿 𝗖𝗵𝗲𝗺𝗶𝗰𝗮𝗹 𝗥𝗲𝗰𝘆𝗰𝗹𝗶𝗻𝗴 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿𝘀: – Manage complex, multi-unit operations with distributed control logic – Open IT/OT architecture enables integration with advanced analytics, APC, and MES systems – Simplify brownfield upgrades through vendor-neutral interoperability – Reduce engineering hours and lifecycle costs through object-oriented design In an industry where 𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆, 𝘁𝗿𝗮𝗰𝗲𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝗮𝗻𝗱 𝘂𝗽𝘁𝗶𝗺𝗲 are critical, traditional PLC/DCS approaches no longer scale. 𝗘𝗰𝗼𝗦𝘁𝗿𝘂𝘅𝘂𝗿𝗲 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗘𝘅𝗽𝗲𝗿𝘁 enables a new generation of automation where logic is portable, assets are intelligent, and architectures are future-ready. 💡 Whether you’re designing next-gen sorting equipment or building scalable chemical recycling infrastructure — it’s time to 𝗯𝗿𝗲𝗮𝗸 𝗳𝗿𝗲𝗲 𝗳𝗿𝗼𝗺 𝗺𝗼𝗻𝗼𝗹𝗶𝘁𝗵𝗶𝗰 𝗰𝗼𝗻𝘁𝗿𝗼𝗹 𝘀𝘆𝘀𝘁𝗲𝗺𝘀. Because in circularity, 𝗳𝗹𝗲𝘅𝗶𝗯𝗶𝗹𝗶𝘁𝘆 𝗶𝘀 𝗲𝘃𝗲𝗿𝘆𝘁𝗵𝗶𝗻𝗴. #SchneiderElectric #PlasticRecycling #Circularity #EcoStruxureAutomationExpert #IEC61499 #ChemicalRecycling #OpenAutomation #DigitalPlant

♻️ 𝗣𝗼𝗹𝗶𝗰𝘆 𝘅 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲: 𝗔𝗰𝗰𝗲𝗹𝗲𝗿𝗮𝘁𝗶𝗻𝗴 𝗰𝗵𝗲𝗺𝗶𝗰𝗮𝗹 𝗿𝗲𝗰𝘆𝗰𝗹𝗶𝗻𝗴 𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 From investment forecasts to regulatory breakthroughs, #chemicalrecycling is entering a defining decade. Bain & Company’s recent report urges plastics producers to act swiftly or risk falling behind. Achieving cost parity with virgin #plastics may take 20 to 30 years and 𝗿𝗲𝗾𝘂𝗶𝗿𝗲 €𝟰𝟬𝟬 𝗯𝗶𝗹𝗹𝗶𝗼𝗻 𝗶𝗻 𝗴𝗹𝗼𝗯𝗮𝗹 𝗰𝗮𝗽𝗶𝘁𝗮𝗹 𝗲𝘅𝗽𝗲𝗻𝗱𝗶𝘁𝘂𝗿𝗲𝘀—but early movers stand to secure premium feedstocks and shape emerging policy frameworks. https://lnkd.in/g22c5_rM Momentum is building through policy mechanisms. Just this month, the EU Commission launched a consultation on calculating chemically recycled content in plastic bottles. The proposed “𝗳𝘂𝗲𝗹-𝘂𝘀𝗲 𝗲𝘅𝗰𝗹𝘂𝗱𝗲𝗱” #massbalance 𝗺𝗼𝗱𝗲𝗹, with third-party verification, could set a precedent for broader regulatory frameworks and help meet #recycledcontent targets under the Single Use Plastics Directive. https://lnkd.in/gwYtWZgb Also, the EU Commission’s approval of 𝗙𝗿𝗮𝗻𝗰𝗲’𝘀 €𝟱𝟬𝟬 𝗺𝗶𝗹𝗹𝗶𝗼𝗻 𝘀𝘁𝗮𝘁𝗲 𝗮𝗶𝗱 𝘀𝗰𝗵𝗲𝗺𝗲 is a notable milestone, offering up to 40% funding for eligible chemical recycling projects across sectors. This signals confidence in scaling #infrastructure and attracting #investment. https://lnkd.in/gN2JDvfa The industry is doing its part as well. Despite earlier delays in the rollout of chemical recycling facilities, recent developments signal progress. OMV successfully started up its new plant that can process 2,000 kg of end-of-life plastic per hour and is one of Europe’s largest chemical recycling facilities. Also, Versalis, the chemical arm of Eni, officially opened its demonstration plant last month. https://lnkd.in/gHd9cYu4 https://lnkd.in/g5ru67Ya To establish credible #environmentalclaims, Chemical Recycling Europe and Sphera released 𝗵𝗮𝗿𝗺𝗼𝗻𝗶𝘇𝗲𝗱 𝗟𝗖𝗔 𝗴𝘂𝗶𝗱𝗲𝗹𝗶𝗻𝗲𝘀 𝗳𝗼𝗿 𝗰𝗵𝗲𝗺𝗶𝗰𝗮𝗹 𝗿𝗲𝗰𝘆𝗰𝗹𝗶𝗻𝗴 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀. These offer a standardized method to evaluate impact and enhance transparency, which could help align stakeholders and accelerate adoption. https://lnkd.in/guTa47PB Quoting Bain & Company's report, 𝗽𝗹𝗮𝘀𝘁𝗶𝗰𝘀 𝗳𝗶𝗿𝗺𝘀 𝗺𝘂𝘀𝘁 𝗺𝗼𝘃𝗲 𝗻𝗼𝘄 𝗼𝗿 𝗺𝗶𝘀𝘀 𝗼𝘂𝘁! Do you agree? #plasticindustry #circulareconomy

Emerging Trends in Battery Recycling and Funding Opportunities 🔋♻️ As global battery deployment accelerates, recycling is no longer a “future consideration” — it’s a strategic necessity for energy security, cost control, and circular supply chains. Here’s what’s reshaping the landscape: 🔄 Re-Lithiation & Cathode Restoration Technologies Instead of breaking materials down to elemental form, re-lithiation restores cathode materials directly — preserving structure and value. Key approaches include: • Thermal Solid-State Restoration (pioneered at Argonne National Laboratory) • Electrochemical re-lithiation • Redox mediator-assisted processes • Roll-to-roll restoration reactors Why it matters: • Lower chemical intensity • Reduced energy consumption • Higher material value retention • Potential cost advantage over traditional hydrometallurgy For grid-scale storage players, this could materially reduce lifecycle replacement costs. ♻️ Direct Recycling – High Risk, High Reward Direct recycling avoids full material breakdown and instead separates and rejuvenates: • Cathodes • Anodes • Electrolytes • Current collectors The ReCell Center is leading research to de-risk these processes and scale cathode recovery with performance retention. If successful at scale, this could: • Preserve embedded manufacturing energy • Improve ESG metrics • Reduce dependency on volatile raw material markets However, feedstock variability and quality control remain major technical hurdles. 💰 Funding Tailwinds – A Structural Advantage The Bipartisan Infrastructure Law unlocked over $6 billion for battery material processing, manufacturing, and recycling. Programs include: • Battery Material Processing Grants • Battery Manufacturing & Recycling Grants • Lithium-Ion Battery Recycling Prize This level of public capital support reduces technology risk and accelerates commercialization timelines. For companies in the storage space, this isn’t just about compliance — it’s about positioning within a subsidized domestic supply chain ecosystem. Why This Matters for Energy Storage Operators Recycling innovation directly influences: • Residual value modeling • Second-life battery economics • Degradation-aware asset management • Long-term BESS profitability For companies like yours focused on smart battery operation, integrating recycling economics into dispatch optimization models will become increasingly important. Circularity is no longer ESG marketing — it’s balance sheet strategy.

The Future of Circular Fashion: Key Insights from Cleantech Group's 2024 Textile Recycling Insight The textile industry faces a significant challenge: Waste. Less than 1% of new textiles used recycled fibers according to TOMRA. Beyond recycling, textile waste generates ~6% of landfill volume, 10% of global emissions, and 20% of global water pollution. The industry is filthy and requires substantial reforms at nearly every level: policy, manufacturing, and waste management included. Here is where I see hope: The Opportunity: Fiber-to-fiber recycling could recycle 28-40 million tons of textile waste by 2030, while open-loop recycling could handle another 11-17 million tons. •Key Technologies: Several technology niches are emerging: ◦Mechanical Recycling: (TRL 9) Promising for animal fibers. ◦Solvent Dissolution: (TRL 5/6) The most promising technology for mixed cotton/polyester blends. Worn Again Technologies is a very relevant name here. ◦Depolymerization: (TRL 6/7) Very promising for nylon or near-pure polyester. Syre, Reju, and JEPLAN, INC. all have projects here. ◦Pulping: (TRL 7) A great option for cotton. ◦Enzymatic Depolymerization: Superb fit for nylon recycling. Companies like Samsara Eco and Carbios are leaders. •Challenges: ◦Sorting: Inefficient sorting of blended textiles limits recycling. Chemical composition software like Sixone Labs' radically changes the outlook on mixed waste recyclability. ◦Feedstock: Low collection rates and lack of high-purity feedstock hinder recycling efficiency. ◦Economics: Even the most efficiently recycled fibers remain 10%+ more expensive than virgin options. •Drivers: ◦Policy: Aggressive policy mandates, like Extended Producer Responsibility (EPR), are essential for a thriving recycling ecosystem. ◦Investment: Investment in solvent dissolution and depolymerization is growing. ◦Industry Partnerships: Fashion brands like H&M, lululemon, Patagonia, and Zara are investing in recycling technologies and forming partnerships, offtake agreements with innovators. •Regional Activity: ◦Europe: Leading in collection, with Germany at 75.6%, and policy, with the EU Strategy for Sustainable and Circular Textiles. ◦United States: Focusing on public and private partnerships to scale up facilities including LASAN facility in Los Angeles. California is a compelling market. ◦China: Goals to recycle 30% of waste textiles per year by 2030. ◦India: Investing billions of dollars in circular textile recycling/manufacturing. •Key Players: ◦WM: Partnering to improve sorting and supply high-purity waste. ◦Goodwill Industries International: Partnering with WM and Reju for textile feedstock supply. ◦Eastman: Developing chemical recycling facilities for polyester. ◦Debrand: Focusing on textile logistics and sorting. All that said, these innovations are useless without building out recycling or recycled content use in textile manufacturing concentrated in Asia. Blog here:

I read a BBC article about how AI-powered robots are being introduced into recycling facilities to help address a growing challenge facing the sector: waste sorting is becoming increasingly complex, while attracting and retaining workers for these environments remains difficult.   It is interesting to see how AI and innovation are reshaping what is possible in recycling systems and the speed at which technology is evolving. Advanced technologies are helping accelerate the transition to a circular economy for plastic, particularly by improving how we sort and recover materials. And this is probably just the beginning.   One example is flexible plastics – one of the most widely used yet hardest-to-recycle packaging formats. Because they are often lightweight, multi-layered, and difficult to distinguish within mixed waste streams, accurate sorting is especially important. Recycling flexible plastics also requires highly consistent, high-quality feedstock, where even small impurities can impact production or performance. Advanced sorting technologies therefore have significant potential to improve recovery rates, recyclate quality, and ultimately, the viability of recycling flexible plastics at scale.   For years, near-infrared (NIR) technology has been the industry standard for identifying materials in recycling facilities. While effective, it can only detect – rather than quantify – the presence of different polymers or additives, and cannot identify packaging types or access product-level data.   That is where newer technologies such as digital watermarking and AI-based recognition offer real potential.   Digital watermarks embed invisible codes directly into packaging, enabling sorting facilities to identify materials with far greater precision and access detailed product-level information. AI-based recognition systems complement this by identifying packaging through visible characteristics such as shape, colour, and branding, helping improve sorting accuracy even in highly contaminated or complex waste streams.   Importantly, this is no longer theoretical. Through the Alliance’s HolyGrail 2.0 initiative, demonstrations conducted in 2023 and 2024 achieved detection rates of 95% and sorting rates of 85% on the first pass for flexible plastics. Real-world trials are now underway to assess commercial readiness. You can learn more about HolyGrail 2.0 here – https://bit.ly/4nKs4X5.   But innovation alone will not solve this challenge.   Progress depends on collaboration across the ecosystem – bringing together producers, brands, recyclers, governments, funders, and communities to help scale solutions that work. That is where the Alliance focuses its efforts: helping turn promising innovation into system-wide impact that can accelerate the transition to a circular economy for plastic. (Read the BBC article here – https://bbc.in/4wuD27R)   #CircularEconomy #RecyclingInnovation #AI #FlexiblePlastics #DigitalWatermarks #Innovation  

Can AI Solve Our Plastic Recycling Crisis? With only 9% of annual plastic waste recycled, the myth that we can recycle our way out of a mounting plastic pollution crisis doesn't add up. Around 85% of plastic packaging worldwide ends up in landfills . The recycling industry is at a crossroads, facing challenges that seem insurmountable with traditional methods. Enter Artificial Intelligence and its groundbreaking application in sorting technologies. The promise of AI in revolutionizing how we manage and recycle plastics is not just theoretical—it's happening now. Recently, TOMRA, a leader in sorting solutions, leveraged AI to make significant strides in food-grade plastics recycling. With an innovative approach combining deep learning algorithms and sophisticated sorting mechanisms, TOMRA managed to turn the tide on recycling plastic waste to create a new granularity. This achievement isn't just a win for the environment; it's a beacon of hope for the circular economy and businesses striving to operate sustainably. This evolution showcases the immense potential of integrating AI into waste management strategies. It's not only about making processes more efficient but also about creating sustainable value chains that benefit our planet. #CircularEconomy #Sustainability #PlasticRecycling #Innovation

AI and robotics are transforming waste management, creating more efficient and sustainable systems. From AI-powered sorting robots that recover valuable recyclables with greater accuracy to predictive analytics that optimize waste collection routes, these technologies are revolutionizing the industry. Cities like Amsterdam and Singapore are already using smart waste solutions to reduce emissions, cut operational costs, and improve recycling rates. Robotic systems are also enhancing safety by handling hazardous waste, protecting workers from toxic materials. The economic benefits of automation are clear: companies like Glacier report a return on investment within a year, thanks to increased efficiency and reduced labor costs. As these technologies continue to evolve, their accessibility will grow, offering even more opportunities to reduce landfill dependency and improve environmental outcomes globally. Now is the time for businesses and governments to invest in AI-driven waste management systems. By embracing these innovations, we can meet sustainability goals, drive economic growth, and pave the way for a cleaner future. #AI #Robotics #WasteManagement #Sustainability #Recycling #SmartCities #CircularEconomy #EnvironmentalInnovation