Material Recovery Facilities in Transition: Automation, AI, and Circular Economy Integration


Smart Recycling Infrastructure Shift

Best practices for financial planning, performance standards and contracts in the face of volatile recycling markets.

The recycled commodity market frequently has been responsive to global economic trends and events. It never has been entirely stable and has seen overall commodity value decline between 1990 and 2018, with a few material exceptions. However, with the passage of China’s National Sword policy in 2018, the market for many recycled materials, most notably mixed paper and plastic, nearly collapsed.

Since then, a new normal has emerged, characterized by greater commodity price volatility such that North American material recovery facility (MRF) operators are no longer just processing recyclables—they are fundamentally rewriting the economic rules of recovery. MRF operators can take many approaches to remain viable in the face of soaring compliance costs and labor shortages, from policy shifts to technological innovation. This article details three specific strategies to help MRFs navigate current and future market volatility by adjusting how they approach financial planning, contracts and performance.

From the crash in fiber prices in late 2025 to looming export restrictions from the European Union (EU), the external pressures on the recycling stream are intensifying. As such, the model of speculative processing is drawing to a close, with the paradigm of the MRF as a utility provider emerging.

Compliance and commodity pressures strain MRF finances

The core fiscal problem facing MRFs in 2026 is that rising costs of regulatory compliance, equipment and labor are no longer consistently covered by revenue. While this is true for most U.S. facilities, numerous macroeconomic and regional factors shape MRF economics, including fluctuating energy prices, transportation distances to end markets and the concentration or loss of domestic offtake.

In the past, many MRFs relied on high-value commodities to subsidize operations, but the plastics market is suppressed by the low cost of virgin resin and insufficient incentives to purchase recycled plastics. Data from the Northeast Recycling Council of Brattleboro, Vermont, show the average value of a blended ton (excluding residuals) dropped by roughly 23 percent in late 2024 alone. This trend forces operators to manage escalating operating costs while the aggregate revenue per ton remains stagnant or declines, fundamentally altering the return on investment calculation for sorting infrastructure.

Simultaneously, other items in the container stream are facing unprecedented friction from tightening export specifications and defensive trade policies. The nonferrous and ferrous metals markets, while generally more stable than plastics, are subject to global supply chain disruptions and tariffs that create unpredictable pricing patterns. For plastics, the EU’s Waste Shipment Regulation mandates are creating nontariff trade barriers that isolate North American MRFs from traditional downstream markets. As such, MRFs can no longer reliably sell lower-grade bales; instead, they must either increase their disposal expenses or invest in advanced sorting to meet near-virgin purity standards just to maintain liquidity.

To continue to operate, MRFs must redefine their value proposition, moving away from the speculative risks of commodity trading and toward a resilient, utility-based model where operational viability is secured by processing fees rather than the unpredictable whims of the global market. The basic challenge of expenses outpacing revenues calls for a new paradigm in how MRFs manage their finances, structure their contracts and report on their performance.

This table demonstrates the recycling market volatility for a sample U.S. jurisdiction, showing the net revenue and average market value variations when the volume of material processed is held constant at a 10-year average of 4,400 tons, alongside the increasing processing fee. 

Decoupling operations from speculation

The first step in this financial pivot is rigorous segregation of fixed versus variable costs to reveal true market exposure. Operators must distinguish hard obligations, such as labor, debt service and equipment maintenance, from variable processing expenses that fluctuate with volume. Once these baselines are established, best practices dictate modeling three distinct commodity pricing scenarios: low, baseline and high. Crucially, even baseline projections should use a five-year rolling average capped at 60-70 percent of historical highs. This conservative approach ensures budgets are not built on peak-market anomalies, preventing the liquidity crises that occur when prices revert to the mean.

To insulate operations from the volatile spot market, MRFs fundamentally must decouple their operating budgets from commodity revenues. The goal is a structure where stable revenue sources, such as processing fees and municipal rates, cover the vast majority of annual operating costs. In this utility-style model, revenue generated from material sales is treated as a bonus rather than the core revenue source. To manage inevitable downturns, forward-thinking municipalities and operators are establishing “Recycling Stabilization Reserve Funds,” which are dedicated financial buffers that capture excess revenue during market peaks to subsidize operations during poor performance periods. These practices help stabilize budgets and create a predictable revenue stream that benefits the taxpayer and the operator.

Allocating contract risk

To help ensure a symbiotic relationship, operators and municipalities are moving toward fixed processing fees as structures where the processing fee covers the actual cost of operations, independent of commodity values. Revenue sharing remains a component, but it is strictly tied to transparent market indices with defined floors and ceilings. As a result, neither party bears all of the downside risk during market crashes nor captures the full upside during booms. Municipalities with lower risk tolerance could opt for higher base processing fees in exchange for forgoing revenue sharing, effectively buying budget certainty.

While these mechanisms provide essential budget stability, they come with clear tradeoffs: Municipalities must accept higher baseline costs, and operators must forfeit windfall profits during market peaks. These tools manage financial exposure, but they do not eliminate the underlying market friction.

Beyond the base rates, contracts also should include operational defenses, specifically contamination and residue charges. These charges are no longer punitive fines but necessary cost-recovery mechanisms aligning generator behavior with MRF capabilities.

Furthermore, the definition of force majeure is being rigorously tightened. Legal teams are explicitly distinguishing between true “acts of God” and foreseeable market volatility.

Regulatory changes like China’s National Sword or the EU’s export bans are viewed as manageable market risks rather than unforeseeable catastrophes; contracts must clarify precisely which regulatory shifts trigger a renegotiation and which are part of the contractor’s expected risk management.

Ultimately, every contract negotiation should include a rigorous discussion around risk tolerance to determine the level of volatility a municipality is willing to bear in exchange for a lower fixed rate.

Monitoring the right metrics

As the financial structure of contracts shifts toward fixed fees, the definition of success also must evolve. Municipalities can no longer judge a program’s health solely by the size of the rebate check. Instead, the industry is moving toward performance targets rooted in service reliability and material quality. Operational excellence can be quantified by specific, trackable metrics such as collection reliability (e.g., missed pickups per 1,000 stops), strict adherence to processing timelines and measurable reductions in contamination rates. By prioritizing these service-level indicators over commodity pricing, which is outside the contractor’s control, both parties can focus on the variables they can influence: the efficiency of the fleet and the purity of the bale.

This shift requires a new level of transparency in reporting. Modern contracts should mandate comprehensive monthly or quarterly reports that go beyond simple tonnage totals. These reports must break down inbound volume by material type, explicitly flagging contamination levels and residual percentages. This granularity allows the municipality to see exactly how much of its collected materials are being recovered versus landfilled as residue.

Perhaps most critically, performance reporting should include end market transparency. It is no longer acceptable for material to simply leave the facility. Contractors should be required to document the downstream journey of the material, showing that bales are being sold to legitimate domestic mills or Organization for Economic Cooperation and Development-compliant export markets. This “chain of custody” reporting protects the municipality from reputational risk and demonstrates that the higher processing fees are yielding genuine environmental results.

Building a resilient future

These three strategies represent more than a survival guide for the current market downturn; they signal a maturation of the recycling industry. By pivoting from a speculative, commodity-dependent model to a stable, utility-based framework, MRFs are building the necessary infrastructure to withstand the next decade of economic and regulatory headwinds. This transition requires rigorous financial modeling, contracts that explicitly share risk and performance metrics that value transparency. When MRFs and municipalities align on these principles, they create protections against volatility, ensuring local recycling programs are no longer so tethered to global pricing anomalies.

Ultimately, the goal of these transitions is to secure circular economy continuity. However, financial restructuring is only the first step. True resilience requires looking beyond the MRF’s walls to develop smaller, localized material loops that reduce reliance on distant end markets while acknowledging the limits MRFs face in influencing downstream demand. Future industry efforts and research must tackle upstream collection design and advocate for broader manufacturing shifts that pull recycled content into domestic production.

As compliance costs, labor shortages and market instability continue to pressure the sector, the MRFs that survive will be those that treat recycling as a precise capture and manufacturing process. By accepting the reality of higher processing costs and embedding them into fair, defensive contracts, the industry can move beyond the boom-and-bust cycles of the past. The result is a more honest and resilient system, one where the environmental value of diversion is backed by the financial security needed to sustain it.

By Eugenia Manwelyan, Raftelis & Sarah Neely, Raftelis

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