AI Native

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.

What is AI debt collection software?

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.

Why AI native?

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But that outdated car is never going to be as safe, responsive, or future ready as one designed with those features in mind.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Many vendors “bolt on” AI capabilities to outdated platforms, resulting in fragile, inflexible tools that can’t keep pace with the speed of innovation.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.

Proven scale

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.

Build it yourself AI

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.

AI debt collection software in actionHow Debt Manager uses AI and ML

Boost 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 you need

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.

Case studies

Real results from AI native collections

Security and trustBenefits of AI debt collection software

More 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.

What's next for AI automated debt collection solutions

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:

  1. Enhancing capabilities through contextual AI assistance
  2. Developing more sophisticated autonomous functions within existing solutions
  3. Expanding integration capabilities with external systems and data sources
  4. Empowering business users with greater configuration control
  5. 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.
The future of AI Native #1The future of AI Native #2
Getting started

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.

Learn more

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.