Close your eyes. Take a deep breath. Now imagine that the calendar has advanced a year. It’s January 2027. How is the world different? How is it the same? How have collections changed? That was the task AccountsRecovery assigned a number of industry leaders — predict what’s going to happen in 2026. Their answers are as different as their expectations. But one thing is for certain: things are likely going to look a lot different a year from now.
Roxanne Bartley, TrakAmerica
As we look ahead to 2026, the ARM industry is poised for transformative changes influenced by several key factors. Delinquencies continue to rise, compelling lenders and vendors alike to enhance collection strategies and invest in technology to streamline processes. We will likely see heightened mergers and acquisitions activity with companies consolidating to leverage economies of scale and expand service offerings. The hype surrounding AI tools may shift towards real adoption as agencies integrate these technologies to improve efficiency and accuracy, however challenges in data privacy and compliance will require careful navigation. Though lenders want their vendor partners to demonstrate innovation, risk management to prevent of the misuse of data and fair treatment of consumers remain their paramount concern. The transition from CFPB regulations to state-level rulemaking will increase complexity, necessitating agile adaptation by industry players. Additionally, fintech’s evolution will reshape their recovery strategies, moving away from asset sales as the primary recovery method to more comprehensive approaches. Offshore BPO trends may also gain momentum as firms facing margin pressure seek cost-effective solutions for accounts management. Curiosity and courage will be essential for companies aiming to maintain competitiveness and compliance while meeting the demands of a changing market.
Tim Collins, Pay Ready
In 2026, the debt collection industry will face a clash of state-level AI regulations designed to fill the federal gap (despite the latest Executive Order), creating a complex, high-stakes operational environment. While federal agencies may favor industry-friendly, “minimally burdensome” standards, state-led “Compliance by Design” mandates will compel agencies to develop more transparent and auditable AI systems. Agencies will need to manage a divergent compliance landscape where state laws (e.g., Colorado, California) impose stricter transparency and anti-bias requirements than federal guidelines.
If this fully unfolds by late 2026, collection agencies will be required to conduct recurring AI risk assessments, algorithmic bias audits, and pre-deployment impact assessments for AI models that impact “consequential decisions,” such as settlement eligibility. Consumers in leading AI legislation states will gain the right to receive clear disclosures when interacting with AI agents, including situations where an automated system denies a repayment plan.
Core Predictions for 2026
- A new federal AI Litigation Task Force is expected to challenge state laws starting early 2026, creating significant legal uncertainty for multi-state operators.
- Firms that demonstrate “Responsible AI,” whatever that entails, through machine-readable audit logs will gain a competitive edge in securing contracts from risk-averse top-tier creditors.
- State laws will classify AI-driven debt settlement and litigation escalation as “high-risk,” mandating formal risk management programs.
- State measures will require watermarking or clear labeling of AI-generated communications (voice, SMS, and email).
- States will introduce “human-in-the-loop” requirements, enabling consumers to demand a human representative at any point.
- Agencies will face increased pressure to document the training data sources used for their collection models to comply with state transparency laws starting in 2026.
- Private rights of action in state laws (e.g., California’s Rosenthal Act expansion) will transform technical AI compliance failures into frequent litigation risks.
- Compliance costs will shift from manual QA to “RegTech” automation capable of real-time, state-by-state rule adjustments.
- Creditors will seek “safe harbor” proof from agencies, favoring those compliant with nationally recognized risk management frameworks to reduce joint liability.
- The rapid development of “agentic AI” (AI that takes actions, not just chats) may surpass the ability of 2026 state laws to define and regulate specific harms, creating even more uncertainty as regulators try to close the gaps.
Even if only some of these developments occur, they are likely to happen soon. Therefore, the industry must actively consider and address them today.
Melissa Nash, Checkmark Collections
I expect 2026 to be unpredictable in every sense with one exception: Debtors prison aren’t coming back anytime soon.
Marian Sangalang, The Bureaus
Heading into 2026, regulatory clarity and compliance innovation will no longer be optional, particularly as federal and state authorities accelerate efforts around data security and consumer protection in collections. The implementation of advanced analytics and AI is becoming increasingly critical, with agencies needing to move quickly to deploy these tools responsibly, embed appropriate governance and controls, and use them to enhance consumer engagement and risk management rather than simply drive efficiency. Ultimately, success will belong to organizations that move early, deliberately building flexibility, accountability, and trust into their operations ahead of industry-wide change.
Susan Namm, Velocity Recoveries
This year, the collections industry continued its shift toward a data-driven, technology-enabled model. Artificial intelligence, digital engagement, and automation are increasingly shaping how we operate, while regulatory oversight has begun to shift away from the CFPB and toward state-level authorities. As a result, agencies and debt buyers are balancing the need for operational efficiency with ethical considerations amid ongoing economic uncertainty and regulatory change.
Technology Is Driving a New Era
The industry is seeing expanded use of AI and automation to support research, policy development, and account prioritization. These tools allow agencies to move away from purely reactive calling strategies and toward proactive, data-informed engagement. Automated messaging, digital communication channels, and self-service payment portals are becoming standard, improving both efficiency and consumer experience. Compliance is also looking to see how AI and technology can help us in our day to day work as well.
The Regulatory Environment Is Becoming More Complex
The CFPB is currently experiencing significant upheaval, creating space for states to step in with their own regulatory frameworks. This has resulted in increased state-level oversight, more frequent examinations, and varying compliance expectations across jurisdictions. At the same time, the adoption of newer technologies and communication methods has introduced additional compliance risks, requiring closer attention to policy, training, and monitoring.
Economic and Market Pressures Continue to Grow
There remains a noticeable gap between how economic conditions are described at the federal level and what consumers are experiencing day to day. This disconnect is contributing to rising delinquency rates. Additionally, changes to student loan repayment programs and the expiration of certain payment plans are placing further financial strain on consumers, increasing the volume and complexity of accounts entering collections.
I look forward to how we continue to adapt to the challenges in the year ahead.
