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Construction & Demolition

Intelligent waste management for C&D recycling

Smart technology is transforming how construction and demolition (C&D) waste is tracked, managed, and recycled – using AI, predictive analytics, and integrated platforms to drive smarter, more transparent recycling operations.

As sustainability expectations rise across the construction sector, technology is reshaping how construction and demolition (C&D) waste is tracked, managed and recycled. From artificial intelligence and predictive analytics to integrated software platforms and automated data collection, the industry is moving toward smarter, more transparent recycling operations. Increasingly, contractors, recyclers, project owners and regulators are looking for technology solutions that not only document recycling performance but also provide real-time visibility into what is happening on the jobsite.

According to David Berg, chief executive officer of CommanderAI, the waste and recycling industry has historically focused its technology investments on logistics and operations.

“For decades, the waste and recycling industry has invested heavily in optimizing operations, perfecting routes, maximizing truck utilization and improving disposal logistics,” Berg said. “But one critical function has remained largely untouched by innovation: sales.”

That gap is where newer technology platforms are beginning to make an impact. Berg explained that AI-powered systems are helping C&D recyclers and haulers identify emerging opportunities by analyzing real-time market signals such as new construction projects, business openings and changes in waste generation patterns.

Berg said that AI-powered sales and market intelligence tools are helping companies uncover new opportunities by identifying emerging demand patterns and market activity.

From Historical Reporting to Real-Time Intelligence
The shift reflects a broader trend within the construction industry, where contractors are demanding more detailed and actionable waste management data. Tracking total tons hauled is no longer enough. Contractors increasingly want insight into material types, diversion rates, contamination levels, pickup frequency, container usage, and site-specific recycling performance.

“The shift has been from historical reporting to more actionable insights that help improve efficiency, control costs, and support sustainability goals,” Berg said.

Visual Documentation Adds Transparency
At the same time, documentation itself is evolving. Roger Yarrow, co-founder and chief executive officer of TrueLook, said technology is helping strengthen traditional reporting processes by adding visual verification and transparency.

“Contractors have always relied on written records to track recycling volumes, diversion rates and material recovery,” Yarrow said. “What technology is doing now is strengthening those records with objective visual context. A written log tells you what was reported. A visual record helps verify what actually happened on site and gives contractors, owners, and regulators more confidence in the accuracy of the data.”

Yarrow noted that reality-capture technologies such as cameras, drones and AI are becoming increasingly valuable tools for measuring materials moving in and out of jobsites, identifying trends and supporting existing reporting efforts. Rather than replacing current documentation practices, these technologies provide a more transparent and defensible record of recycling activities.

The type of information contractors want to collect has also changed significantly in recent years. While documentation once served primarily as proof that activities occurred, many firms now want data that provides operational insights while projects are still underway.

“The shift I have watched is from proof to insight,” Yarrow said. “A few years ago, contractors wanted documentation as a defensive tool. Proof something happened. Proof they complied. Now the better contractors want data that helps them understand progress in real time.”

Visual data is playing an important role in that transformation. Continuous camera monitoring can provide a detailed record of jobsite activity that helps teams identify delays, bottlenecks, material movements and operational issues as they occur.

“A continuous camera feed tells a more complete story than a form someone filled out at the end of a long day,” Yarrow said. “It can show progress over time and capture specific events that matter to the team, like a dumpster reaching capacity or materials being moved on or off site.”

Connecting Sustainability Data Across Projects
The growing demand for actionable information is also driving stronger integration between waste management platforms and other construction technologies. Software systems that once operated independently are now becoming connected across entire project ecosystems.

“Waste and recycling data is increasingly being tied into project management, logistics, fleet and operational systems to create a single view of performance,” Berg said. “This helps teams connect sustainability efforts with project timelines, transportation efficiency and overall project execution.”

Yarrow agreed that integration will be critical as the industry continues digitizing operations.

“The construction tech ecosystem is moving toward connection,” Yarrow said. “Fewer silos: more of a unified picture of what is actually happening on a project.”

Yarrow said sustainability information becomes more valuable when it’s integrated with broader project management data rather than residing in isolated systems.

“When sustainability data lives in its own disconnected tool, it is hard to act on,” Yarrow said. “When it is part of the same operational picture as scheduling and subcontractor performance, it becomes something you can manage, not just report on.”

Meeting Growing Compliance Demands
As sustainability requirements become more demanding, digital reporting tools are also helping contractors meet increasingly complex compliance obligations. Owners, municipalities and regulatory agencies often require far more documentation than they did just a few years ago, creating new administrative burdens for project teams.

“The documentation burden is real, and it is growing,” Yarrow said. “Owners want more proof, not just final numbers. Municipalities are getting more specific about what they need to see.”

Digital tools can help simplify that process by continuously collecting supporting documentation throughout the life of a project. According to Yarrow, visual records add an important layer of evidence that strengthens traditional reporting methods.

“What digital tools do is make that proof more complete without adding a massive administrative lift,” Yarrow said. “When visual documentation is captured continuously throughout a project, it layers on top of what teams are already doing and adds another dimension to the record.”

This additional transparency can be especially valuable during audits, owner reviews and sustainability reporting initiatives, where stakeholders increasingly want to understand not only the final recycling numbers but also the activities behind them.

“Contractors who have gone through a detailed owner review or audit with strong visual documentation behind them know how much it changes that conversation,” Yarrow said. “It is not just that you have the numbers; you can show the story behind the numbers.”

Real-Time Visibility Improves Operations
Real-time visibility is also helping improve operational performance. By providing immediate insight into waste streams and recycling activities, technology enables project teams to identify problems earlier and take corrective action before issues become costly.

“Visibility changes behavior,” Yarrow said. “When people know activities are being documented, they tend to be more deliberate in how work is performed.”

He explained that when teams have continuous visibility into jobsite activities, they can more easily identify situations such as improperly separated materials, overflowing containers, or recycling processes that are not meeting project requirements.

“For recycling and waste management, real-time visibility gives teams a more transparent view of what is happening before it becomes a dispute, a missed requirement or a costly correction,” Yarrow said.

The Expanding Role of AI and Automation
Automation is further enhancing the value of these systems. Many contractors are already generating significant amounts of documentation, but technology can help make that information more useful without increasing workloads.

“When visual documentation is captured automatically alongside what teams are already logging, you get a more whole picture without adding to anyone’s workload,” Yarrow said. “That combination of written records plus continuous visual context is what makes compliance reporting more defensible and audits more straightforward.”

Artificial intelligence is expected to further accelerate these capabilities in the years ahead. Predictive analytics tools can help contractors and recyclers anticipate operational issues before they occur, allowing for more proactive decision-making and reduced waste contamination.

“AI and predictive analytics will likely have a major impact by helping contractors identify trends and anticipate issues before they happen,” Berg said.

Yarrow believes AI’s greatest impact may come from its ability to analyze large volumes of visual information that would otherwise be impossible for project teams to process efficiently.

“AI applied to visual data is where I think the biggest gains are coming,” Yarrow said.

According to Yarrow, cameras capture far more information than any individual can realistically review. AI can help identify patterns, flag anomalies and direct attention to important events in real time.

“A camera captures far more information than any person can process in real time,” Yarrow said. “AI can surface the signal from that footage – flagging issues, identifying patterns, alerting the right person at the right moment.”

This capability has the potential to improve both operational efficiency and documentation quality while reducing the burden on field personnel. “That means problems get caught earlier and documentation gets richer without adding any burden to the field,” Yarrow said.

Emerging technologies such as computer vision and automated data collection are also expected to play a larger role in C&D recycling operations. These tools can help automate material identification, improve traceability, and reduce the amount of manual labor required to sort and monitor waste streams.

“Material traceability will become more important as owners and regulators demand greater transparency around where materials come from and where they end up,” Berg said. “Computer vision and automated data collection tools could further reduce manual work and improve decision making.”

Adoption Remains a Critical Challenge
While the potential benefits are significant, implementation remains a challenge. Technology adoption in construction has historically lagged behind many other industries, and successful deployment often depends on how seamlessly tools fit into existing workflows.

“Adoption is the hardest problem in construction technology,” Yarrow said. “The field adopts things when the tool genuinely makes their job easier and adds something they did not have before, not when it creates more steps.”

Providers that focus on simplicity and ease of use are often seeing stronger adoption rates because they reduce friction for field personnel and project managers alike.

Building a More Connected Future for C&D Recycling
Looking ahead, both Berg and Yarrow see technology continuing to transform how C&D recycling programs are managed, measured, and optimized. The industry’s future will likely be shaped by increasingly connected systems that combine AI, automation, visual documentation, predictive analytics and operational data into a comprehensive view of project performance.

Yarrow said the industry’s future will likely favor solutions that connect sustainability, operational, and project management data into a more unified view of project performance.

“The best tools slot in alongside existing workflows and make the overall documentation stronger,” Yarrow said. “If it feels like extra work without a clear payoff, it will not stick.”

by MAURA KELLER
mkeller@americanrecycler.com

Published July 2026

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