The leading AI debt collection software
C&R Software’s AI debt collection software is fueled by agentic intelligence to automate, adapt, and deliver measurable business value.
Smarter, more human debt recovery
AI debt collection software uses technologies including machine learning, natural language AI, and AI agents to help collections teams. Decide what action to take, personalize customer interactions, automate routine work, and identify performance trends with AI.
With Debt Manager, these capabilities work within configurable collections workflows, decision rules, reporting, communications, and compliance processes rather than as disconnected point tools.
Bolting on AI isn't sufficient
Imagine you’re in the market for a car.
Would you rather drive a next generation vehicle or try to retrofit a 1990s sedan to include those same capabilities?
Sure, you can connect a GPS display to the cigarette lighter, and you can put a Bluetooth cassette into the CD player to connect to your phone.
But that outdated car is never going to be as safe, responsive, or future ready as one designed with those features in mind.
The same holds true for AI in enterprise software.
Many vendors “bolt on” AI capabilities to outdated platforms, resulting in fragile, inflexible tools that can’t keep pace with the speed of innovation.
That’s why it’s so important to find a system that’s truly AI native.
These solutions are designed and engineered with AI woven into the fabric at every level.
Trusted by leading lenders worldwide
C&R Software's Debt Manager manages more than $8 trillion in debt for banks and fintechs in more than 60 countries and 20 industries. Five of the top 10 UK banks and seven of the top 15 US banks run their AI native collections on Debt Manager.
Why building AI in house sounds better than it works
Building custom AI capabilities can appear to offer more control. But integrations, data access, security, model governance, ongoing maintenance, and regulatory requirements can create significant long term complexity.

How Debt Manager uses AI and MLBoost collections and humanize engagement
Artificial Intelligence (AI) and Machine Learning (ML) are transforming the way organizations across all industries resolve, collect, and recover debt.
Debt Manager, C&R Software’s industry leading platform for debt collections and recovery, has a wide range of powerful AI- and ML-enhanced features.
Machine learning turns action into insight
Use machine learning to identify patterns in customer behavior, assess risk, and make more informed collections decisions.
With FitLogic, you can:
- Identify accounts likely to self-cure.
- Assess value at risk beyond basic delinquency metrics.
- Prioritize accounts based on payment likelihood.
- Optimize contact timing, channel, and treatment strategy.
- Test and refine predictive models before deployment.
FitLogic connects machine learning models to transparent business rules, so teams can put insights into action without losing control.
Conversational AI makes self service simple
Give customers the flexibility to manage their accounts when and how it works for them.
Cara AI helps customers:
- Check account balances.
- Review account information.
- Make payments through secure links.
- Update contact details.
- Create repayment plans.
- Escalate to a representative when they need more support.
Available through web and mobile experiences, Cara provides always-on self service to help collections teams reduce routine inquiries.
Ask better questions with AI powered reporting
Turn live collections data into useful, accessible insight with AYDA.
- Build dashboards with a drag and drop interface.
- Explore performance, risk, and compliance metrics in real time.
- Ask questions in plain language.
- Generate visualizations and written summaries.
- Spot trends, anomalies, and operational bottlenecks faster.
AYDA makes sophisticated reporting accessible to more people across the organization, without requiring every question to become a reporting request.
Put specialized AI agents to work
Agentic AI helps teams move beyond one size fits all chatbots. Debt Manager enables organizations to build and govern specialized AI agents for specific collections tasks.
AI agents can:
- Summarize account details for collectors.
- Surface relevant policies and procedures.
- Draft tailored call scripts.
- Answer collector questions in real time.
- Recommend next-best actions.
- Support self-service interactions.
- Trigger approved workflow actions.
Keep every action governed
AI agents should work within the same controls that govern your collections operation. Debt Manager connects agentic AI to FitLogic, so organizations can apply tested business rules, set approval requirements, and maintain a clear audit trail for AI assisted actions.
What leading teams demand from AI collections software
The right AI collections ecosystem connects intelligence with the systems, data, decisioning, and controls that drive daily operations. Discover the capabilities collections and recovery teams need to innovate without losing transparency, compliance, or flexibility.

Real results from AI native collections
Fast growing fintech in southeast Asia
Cut operating costs by 17% after moving to Debt Manager's AI native platform.
Leading South African bank
Automated 90% of customer communications and raised its self cure rate by more than 8%.
Top 20 US bank
Reduced call handling times and improved compliance consistency with real time collector assist.
Central European bank
Achieved receivable sales prices 20% above the market average using data driven collection strategies.
Benefits of AI debt collection softwareMore measurable value
C&R Software's AI debt collection software is built with the future in mind.
Manage every phase from account onboarding and early intervention through collections, recoveries, and compliance without relying on retrofitted add ons.
Early self cure identification
AI and machine learning tools identify which accounts are likely to self cure ahead of time. By examining a wide range of variables, these models boost prediction accuracy and empower your team to concentrate on more complex customer cases.
Value at risk assessment
Go beyond basic delinquency metrics to evaluate value at risk. AI powered debt collection software takes various factors into account, including customer behavior and engagement strategies. Forecast conditional probabilities more effectively to optimize outreach strategies.
Streamlined compliance
AI debt collection solutions automate compliance checks throughout the collection process, reducing the risk of human error. Real time monitoring tools ensure all communication adheres to industry standards like TPCA, CASL, GDPR.
Contact strategies and treatment
Advanced AI and analytics optimize contact strategies. Pinpoint the best times, channels, and messaging sequences for reaching out to customers. Maximize the right party contact rate and effectively influence customer behavior to ensure outreach efforts are timely, considerate, and relevant.
Personalized customer care
Engage more effectively with your customers. AI native pairing matches collection teams with customers who share similar profiles, leading to improved outcomes and shorter call times. Ultimately, these AI debt collection tools streamline the collection process while increasing recovery rates. Delivering high quality care encourages lifelong customer satisfaction and loyalty.
Cure assessment
AI native tech helps you improve offer uptake and reduce charge offs. Leverage machine learning models to determine whether customers are likely to self cure, or whether it's best to reach out with an offer. Tailor outreach based on the customer's ability and willingness to pay.
Optimized offers
Advanced AI models forecast the most effective pre-charge off offers, customized to meet the unique needs of both you and your customers. By leveraging sophisticated analytics, these AI debt collection tools ensure the offers align closely with customer profiles, enhancing acceptance rates and improving overall outcomes.
Agency placement
Post-charge off decisions are optimized through AI driven models designed to identify the most suitable third party agency for each account. These tools analyze various factors to ensure the selection aligns with the specific needs of each unique account for more personalized care.
Built with the future in mind
AI is constantly evolving. So is your business.
You need a solution built for continuous change: one that's agile, adaptable, and ready to keep you ahead as the next technology emerges.
We don’t innovate in a vacuum. Through ongoing collaboration with forward thinking clients, we refine and enhance our solutions to ensure every AI advancement drives measurable value in real world debt collection.
Our development priorities reflect a thoughtful, strategic progression:
- Enhancing capabilities through contextual AI assistance
- Developing more sophisticated autonomous functions within existing solutions
- Expanding integration capabilities with external systems and data sources
- Empowering business users with greater configuration control
- Strengthening compliance and governance frameworks
What we're building toward is a level of intelligence and automation that fundamentally transforms how collections work, maintaining the human touch where it matters most.


How to implement an AI native collections solution
AI adoption requires more than selecting a new tool. Explore the platform, data, workflow, governance, and change management considerations that help financial institutions operationalize AI across collections and recovery.

Frequently asked questions
Agentic AI uses autonomous software agents to complete collections tasks with minimal human input. Specialized agents can retrieve customer data, apply compliance rules, and recommend next actions in real time. Each agent operates within governance controls like FitLogic, so it can't offer terms outside approved parameters. Collectors and compliance teams keep oversight, and agents defer to human review for sensitive decisions.
Debt Manager is an AI-native SaaS solution leveraging the latest analytics and algorithms to enhance collections outcomes. Developed over 40 years of comprehensive industry experience, it simplifies the complex world of debt collections with intuitive interfaces built for technical and non technical teams alike. Its key features include:
- Automate business logic faster and drive account progression, using strategic decisioning and configurability to quickly react to changing circumstances. Segmentation rules and context sensitive user experiences provide customers with a personalized experience to improve outcomes.
- Advanced rules engines: Debt Manager's world class user interface facilitates best outcomes for you and your customers. With our AI automated debt collection solution, you gain the power to configure real time rules and workflows at the customer, case, account, and collateral level.
- Comprehensive configurability: Easily integrate with AI chatbots and other communications systems to enhance customer engagement through preferred channels. Send personalized reminders through the right channel at the right times.
- Strict regulatory compliance: Our AI-powered debt collection solutions are PA-DSS & PCI-DSS Certified to ensure customer data is safe and secure. Leverage its AI capabilities to monitor interactions in real time for compliance with regulations like the Fair Debt Collection Practices Act (FDCPA) and General Data Protection Regulation (GDPR).
- Scalable SaaS: Say goodbye to tedious manual processing and high maintenance costs. Unlike outdated legacy systems, SaaS solutions are always up to date. Take advantage of industry leading flexibility, scalability, and configurability through a solution designed to grow alongside your company. Handle peak volumes with ease and scale on demand.
Taken together, these features improve the collections process for teams and their customers. Reduce the workload, ease the stress on team members, and redirect their efforts towards higher value projects. More empathetic interactions with customers increase loyalty, satisfaction, and collections rates.
AI technology supports a more humanized approach to collections. It can't replace a collections team, but it can certainly enhance their existing capabilities. These AI debt collection tools act as superpowered assistants to experienced professionals by automating routine processes, boosting efficiencies, and performing real time regulatory monitoring. They'll help reduce instances of human error while freeing collections teams to spend more time delivering the compassionate care their customers deserve.
Leverage AI debt collections software to develop a better understanding of your customers' unique circumstances. Find out whether they're able to self cure or adapt payment plans to meet their individual needs. AI analytics inform your outreach strategies, too, so you deliver the most effective messages through the most effective channels. Personalized communication powered by AI boosts customer engagement and satisfaction.
AI automated debt collection tools also support customers through the difficulties of debt collection. Speaking with a team member can be intimidating or embarrassing, especially when dealing with personal matters, and not everyone has the time to wait on the phone. AI improves the customer experience through empowering self service platforms and 24/7 chatbots designed to answer their concerns any time of day.
Yes, our AI debt collection solutions are designed with an open architecture, so they seamlessly integrate with existing systems. Our low code/no code approach means you can easily take advantage of institutional data to deliver a seamless customer experience across systems, teams, departments, and agencies alike. Reduce the stress on collection teams and deliver a more satisfying customer experience.
Our SaaS AI debt collection solutions are fast to implement, too, offering rapid time to value, ease of integration, and the elasticity needed to scale on demand while managing peak volumes. Eliminate the time and stress of overhauling existing processes, and reduce the hefty maintenance and operating costs tied to outdated legacy software. Debt Manager brings collections teams into the future of credit risk management.
AI native debt collection solutions like ours are architected from the ground up with artificial intelligence as a foundational component, not as an afterthought. This integrated approach means AI capabilities are woven throughout the entire system architecture rather than bolted on as separate features.
The difference is similar to comparing a modern smartphone with built in camera capabilities to an old flip phone with a camera attachment. While both technically offer photography features, the integrated approach provides seamless functionality, better performance, and a more cohesive user experience.
Our AI-powered debt collections platform enables more sophisticated capabilities like real time learning from user interactions, dynamic decision making that evolves based on outcomes, and true omnichannel intelligence that works consistently across all touchpoints. This foundational difference delivers continuously improving performance rather than static capabilities that quickly become outdated.
We take a multilayered approach to compliance and security, beginning with our architecture. Unlike many AI solutions that send data to external systems for processing, our AI infrastructure keeps all data processing within your secure environment. This means your customer data, documents, and sensitive information never leave your protected systems. Our AI debt collection solutions are built on AWS through Amazon Bedrock, leveraging enterprise grade security frameworks that meet the most stringent financial industry requirements. The system is designed with comprehensive audit trails and monitoring capabilities to ensure all AI assisted operations maintain regulatory compliance.
Our commitment extends beyond technical safeguards to include ethical AI principles. We've designed our systems to avoid bias in decision making while providing full transparency into how AI recommendations are generated. This approach helps ensure fair treatment of all customers while giving you complete visibility into how decisions are made.
Organizations implementing our AI native debt collections platform typically see ROI in multiple dimensions. First, operational efficiency gains often range from 20-35% through automation of routine tasks, more efficient workload distribution, and reduced manual processing. This translates to significant labor cost savings and higher productivity.
Collection effectiveness typically improves by 15-25% through more sophisticated segmentation, optimized contact strategies, and personalized approaches to each customer situation. This means higher recovery rates without increasing resources.
Customer experience improvements lead to measurable benefits including 15-20% higher promise to pay fulfillment rates, 25-30% higher self service adoption, and significant reductions in complaint rates. The system's ability to identify and address potential issues proactively helps preserve customer relationships during challenging financial situations.
Specific results vary based on your current operations and implementation approach. Our clients consistently report the investment in AI-powered debt collection technology delivers measurable returns within the first 6-12 months, with compounding benefits as the system continues to learn and optimize over time.