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Beyond Random Assignment: How Skills-Based Routing Transforms Outbound Campaign Performance

What if every customer conversation could be automatically matched with the perfect agent? What if your VIP prospects always reached your most skilled closers, while your junior team focused on leads that match their developing capabilities?

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Imagine your most experienced sales agent—the one who consistently closes complex deals and handles VIP clients with ease. Now picture them spending their day calling basic leads that any junior team member could handle, while a new starter struggles through a high-value prospect conversation they're not equipped for.

This mismatch happens thousands of times daily in contact centres using traditional call routing. Valuable expertise gets wasted on simple interactions while complex opportunities fail because they reach the wrong agent.

The result? Frustrated customers, underperforming campaigns, and missed revenue opportunities that could have transformed your business results.

But what if every customer conversation could be automatically matched with the perfect agent? What if your VIP prospects always reached your most skilled closers, while your junior team focused on leads that match their developing capabilities?

This intelligent matching is exactly what outbound skills-based routing delivers—and it's revolutionising how smart contact centres maximise campaign performance and customer satisfaction.

The Hidden Cost of Random Call Assignment

Traditional outbound routing operates on a simple principle: next available agent gets the next call. This approach creates three critical problems that undermine campaign success:

Wasted Expertise: Your most skilled agents spend time on routine calls that don't require their advanced capabilities, reducing their overall productivity and job satisfaction.

Failed Opportunities: Complex prospects requiring specialist knowledge reach agents who can't effectively address their needs, leading to lost sales and damaged relationships.

Inefficient Resource Allocation: Time gets wasted on extensive call list segmentation and manual campaign setup when intelligent routing could handle the matching automatically.

These inefficiencies don't just impact individual calls—they compound across thousands of interactions, creating significant gaps between your team's potential and actual performance.

How Skills-Based Routing Transforms Outbound Success

Outbound skills-based routing flips this model entirely. Instead of random assignment, it intelligently matches each customer interaction with the most qualified agent based on skills, experience, and campaign requirements.

Here's how the transformation works:

Intelligent Agent Matching: The system analyses what's known about each lead or customer and matches them with agents whose skills align with their likely needs, questions, and challenges.

Dynamic Lead Management: Lead 'skills' update automatically based on live information, ensuring routing decisions use the most current data available.

Campaign Optimisation: Agents work across multiple campaign types without the complexity of manual list segmentation, streamlining operations while improving results.

Four Ways Skills-Based Routing Drives Results

1. Maximised Campaign Flexibility

Skills-based routing works seamlessly across progressive, predictive, and preview campaigns, giving you the flexibility to optimise resource allocation based on real-time requirements rather than static campaign structures.

This adaptability means your best agents can focus on high-value opportunities regardless of which campaign they originate from, while ensuring every interaction receives appropriate attention.

2. Supercharged Agent Productivity

By eliminating the need for multiple segmented campaigns, skills-based routing streamlines daily operations. Agents can focus on what they do best while the system handles the complex task of matching them with suitable opportunities.

This streamlined approach reduces administrative overhead and allows agents to spend more time on revenue-generating activities rather than navigating complex campaign structures.

3. Enhanced Customer Experience

When customers speak with agents who understand their specific situation and can address their unique needs, satisfaction naturally improves. Skills-based routing ensures VIP customers reach experienced team members while general inquiries are handled efficiently by appropriately skilled agents.

The system even includes proficiency levels, routing customers to the highest-skilled available agent for their specific needs, with fallback options to prevent dropped calls.

4. Strategic Performance Intelligence

Advanced reporting capabilities track performance across skills, agents, and campaigns, providing insights that inform future strategy and resource planning. This data-driven approach enables continuous optimisation based on real results rather than assumptions.

Predictive insights help you proactively plan and allocate resources for future campaigns, ensuring optimal performance as your business grows.

Industries Where Skills-Based Routing Delivers Maximum Impact

While any business making outbound calls can benefit from intelligent routing, certain industries see particularly dramatic improvements:

Sales Operations: Complex products and services require agents with specific product knowledge and consultative selling skills to navigate prospect objections and close deals effectively.

Financial Services: Regulatory requirements and product complexity mean customers need agents with appropriate licensing and expertise for their specific financial needs.

Debt Collection: Different debt types and customer circumstances require agents with specific training in negotiation techniques and compliance requirements.

Insurance: Policy types, claims processes, and regulatory considerations vary significantly, requiring agents with relevant specialisations.

Technology: Technical products often require agents who can understand and communicate complex features and benefits to diverse customer segments.

These industries particularly benefit from automatic matching because they involve high-volume outbound activity to individuals with highly specific needs that require tailored expertise.

The Competitive Advantage of Intelligent Matching

The difference between random assignment and skills-based routing isn't just operational—it's strategic. When every customer conversation reaches an agent equipped to maximise its potential, several transformative changes occur:

Higher Conversion Rates: Qualified agents are more likely to successfully navigate objections, build rapport, and close opportunities.

Improved Customer Relationships: Customers feel understood and valued when they interact with agents who can address their specific needs professionally.

Enhanced Agent Development: Junior agents handle appropriate-level interactions that build their skills progressively, while experienced agents focus on opportunities that fully utilise their expertise.

Reduced Training Costs: New hires become productive faster when they're matched with interactions suited to their developing skill levels.

Better Retention: Agents feel more successful and engaged when they're working on interactions where they can excel.

From Reactive to Predictive Operations

Skills-based routing transforms contact centres from reactive operations that assign calls randomly to predictive systems that optimise every interaction for success.

Instead of hoping the right agent happens to get the right call, you create systematic advantages that compound across thousands of daily interactions. The result is measurably better performance, higher customer satisfaction, and improved agent engagement.

Making Every Call Count

In today's competitive landscape, every customer interaction represents an opportunity to build relationships, solve problems, and drive business growth. But those opportunities are only realised when the right expertise connects with the right customer need.

Skills-based routing doesn't just improve call distribution—it transforms how your contact centre operates. By ensuring optimal agent-customer matching, it maximises the potential of every conversation while creating a more satisfying work environment for your team.

When your VIP prospects always reach your best closers, when complex queries go to experienced specialists, and when new agents handle calls that build their confidence and skills, your entire operation becomes more effective.

The conversations are happening. The expertise exists within your team. The question is: are you matching them intelligently to maximise every opportunity?

With outbound skills-based routing, every call becomes an opportunity for success, every agent works at their optimal level, and every customer receives the expertise they deserve.

Ready to transform your outbound campaigns with intelligent agent matching? Discover how skills-based routing can improve conversion rates, enhance customer satisfaction, and maximise your team's potential across every interaction.

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How IVR Payments Transform Contact Centre Operations

Taking payments over the phone shouldn't be a bottleneck in your contact centre operations. Yet many businesses still rely on manual processes that tie up agents, create compliance risks, and frustrate customers who simply want to pay quickly and securely.

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Taking payments over the phone shouldn't be a bottleneck in your contact centre operations. Yet many businesses still rely on manual processes that tie up agents, create compliance risks, and frustrate customers who simply want to pay quickly and securely.

The solution? Interactive Voice Response (IVR) payment systems that automate the entire payment process while maintaining the highest security standards.

Here's how IVR payments can revolutionise your contact centre's efficiency, reduce costs, and deliver the seamless customer experience your clients expect.

What Are IVR Payments?

IVR payment software enables customers to make secure payments over the phone without directly interacting with a call agent. Instead of tying up your team with routine payment processing, the system handles transactions automatically while maintaining full PCI DSS compliance.

Think of it as a secure, automated payment assistant that works alongside your contact centre team—handling the routine while freeing your agents to focus on high-value conversations.

Three Ways to Process Payments with IVR Technology

Modern IVR payment systems offer flexibility to match your customers' preferences and your operational needs:

1. Online Payment Links

Create secure payment links that you can send via digital channels. Customers can complete payments through web chat or email links without any agent involvement. It's convenient, secure, and available 24/7.

2. Assisted Payments

Your agents handle the call, but at the payment stage, customers enter card details using their phone keypad. DTMF masking means agents never see or hear sensitive information—the data is encrypted and passed directly to your payment provider. After payment, the conversation continues normally.

3. Automated Payment Lines

Fully self-service payments available around the clock. Customers call your IVR system, get security verified, receive account information if needed, and complete their payment using keypad entry. All sensitive information is masked and encrypted before being sent to your payment provider.

The Business Case: Why IVR Payments Drive Results

The benefits of implementing IVR payment systems extend far beyond convenience. Here's how they impact your key operational metrics:

Higher Payment Success Rates

Complex, manual payment processes often lead to abandoned transactions. IVR systems simplify the process, let customers pay when convenient, and reduce friction through automation. The result? Significantly improved payment success rates across your operations.

Improved First Contact Resolution (FCR)

When payment is the primary reason for customer contact, IVR systems can resolve the need immediately without requiring follow-up calls. This boosts your FCR rates—a key indicator of contact centre excellence—while reducing the time and resources needed per customer interaction.

Lower Cost Per Contact

IVR payments reduce operational costs in multiple ways:

  • Fewer agent resources needed for routine payment processing
  • Reduced error rates through automation, meaning fewer failed payments and follow-up contacts
  • 24/7 availability without additional staffing costs

Security That Protects Everyone

Payment security isn't negotiable. IVR payment systems deliver PCI DSS Level 1 compliance and ISO 27001 certification as standard, ensuring:

  • Complete data protection: Sensitive payment information is never stored in your contact centre environment
  • Agent protection: Call handlers never see or hear card details during the payment process
  • No payment recordings: The system automatically pauses recording during payment entry
  • Encrypted processing: All payment data is encrypted before being passed to your payment provider

This comprehensive security approach protects your customers, your agents, and your business from data breaches and compliance issues.

Customer Experience That Builds Loyalty

From your customers' perspective, IVR payments deliver exactly what they want: choice, convenience, and speed.

Reduced Waiting Times: Customers can make payments without waiting for available agents, especially during peak periods.

Flexible Payment Options: Whether they prefer self-service, assisted payments, or online links, customers can choose the method that suits them best.

24/7 Availability: Payments don't have to wait for business hours, reducing missed payment opportunities and improving cash flow.

Privacy and Control: Some customers prefer making payments without speaking to an agent—IVR systems provide that option while maintaining security.

These positive payment experiences contribute to higher customer satisfaction scores and Net Promoter Scores, creating a virtuous cycle of customer loyalty and referrals.

The Operational Transformation

Implementing IVR payments isn't just about processing transactions—it's about transforming how your contact centre operates:

Free Up Agent Capacity: With routine payments handled automatically, your team can focus on complex queries, relationship building, and revenue-generating activities.

Improve Compliance: Automated systems reduce human error and ensure consistent adherence to security protocols.

Scale Efficiently: Handle more payment transactions without proportional increases in staffing costs.

Enhance Reporting: Automated systems provide detailed analytics on payment patterns, success rates, and customer preferences.

Making the Right Choice for Your Operations

Whether you're running a debt collection agency, retail operation, or customer service centre, the question isn't whether to implement IVR payments—it's how quickly you can deploy them to start seeing results.

The most successful contact centres understand that automation isn't about replacing human interaction—it's about optimising it. By automating routine payment processing, you free your team to focus on the conversations that truly require human expertise, empathy, and problem-solving skills.

IVR payments represent a strategic investment in operational efficiency, customer satisfaction, and compliance security. They're not just a payment solution—they're a pathway to a more efficient, customer-focused contact centre operation.

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Why Employee Wellbeing Is Your Contact Centre's Secret Weapon for Performance

Contact centre work is demanding. Day after day, your teams handle challenging conversations, meet ambitious targets, and maintain service standards—often under pressure.

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Contact centre work is demanding. Day after day, your teams handle challenging conversations, meet ambitious targets, and maintain service standards—often under pressure. It's no wonder that burnout has become a critical issue across the industry.

The statistics tell a stark story: 72% of workers report facing burnout, while 54% say their workload has increased since the pandemic began. Perhaps most concerning, 84% of contact centre staff feel pressure to prioritise quantity over quality.

But here's what forward-thinking operations leaders are discovering: supporting employee wellbeing isn't just the right thing to do—it's a strategic advantage that drives measurable business results.

The Real Cost of Neglecting Team Wellbeing

When your agents are stressed, overwhelmed, or burnt out, everyone feels the impact:

  • Productivity drops as tired minds struggle to maintain focus
  • Absenteeism increases, leaving you short-staffed when you need coverage most
  • Turnover accelerates, driving up recruitment and training costs
  • Customer experience suffers when agents lack the energy to deliver their best

The traditional approach of pushing harder rarely works. Instead, smart contact centre leaders are finding that small investments in wellbeing deliver significant returns in performance, retention, and results.

Simple Wellness, Powerful Results

At MaxContact, we've built employee wellbeing support directly into our platform—because we know that healthy teams are high-performing teams.

Our Employee Wellbeing feature delivers gentle, non-intrusive reminders throughout the day, encouraging your teams to:

  • Take regular screen breaks
  • Stay hydrated
  • Stretch and move
  • Practice breathing techniques

These aren't disruptive interruptions. The reminders can be paused, minimised, or dismissed if agents are handling important calls. But they serve a vital purpose: keeping wellbeing front of mind during busy, stressful days.

The Business Case for Wellbeing

Supporting your team's wellbeing isn't just about feel-good moments—it drives real business outcomes:

Increased Productivity: When stress and anxiety decrease, focus and performance naturally improve. Agents handle more calls effectively and deliver better customer experiences.

Reduced Costs: Lower absenteeism and presenteeism mean fewer sick days and more consistent coverage. Happy, healthy teams also stay longer, reducing expensive turnover.

Better Customer Outcomes: Well-rested, hydrated agents with regular breaks maintain the energy and patience needed for challenging conversations. Your customers notice the difference.

Data-Driven Insights: MaxContact's reporting shows you how teams engage with wellness reminders (all anonymised), helping you spot trends and adjust support as needed.

Wellbeing That Works in Practice

In today's hybrid working environment, it's easy for teams to slip into unhealthy habits. Remote agents might skip breaks, forget to hydrate, or spend hours hunched over screens without moving.

MaxContact's wellness reminders work because they're:

  • Considerate: They understand when agents are busy and won't interrupt critical moments
  • Consistent: Regular prompts help build healthy habits over time
  • Convenient: Built into the platform your team already uses daily
  • Cost-effective: Included as standard with all MaxContact licences

Make Wellbeing Part of Your Performance Strategy

The most successful contact centres understand that employee wellbeing and business performance aren't competing priorities—they're complementary strengths.

When you invest in your team's health and happiness, you're investing in:

  • Higher productivity and focus
  • Better customer interactions
  • Reduced operational costs
  • A more resilient, engaged workforce

MaxContact's Employee Wellbeing tools help you turn this investment into measurable results, creating a workplace where your teams can thrive—and your business can grow.

Ready to see how employee wellbeing can boost your contact centre's performance? MaxContact's Employee Wellbeing features are included as standard with all licences. Get in touch to learn more about creating healthier, more productive contact centre operations.

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From Manual Drudgery to Automated Excellence: How Smart Dialler Software Transforms Outbound Performance

Picture your most productive sales agent spending their morning hunched over a spreadsheet, manually dialling numbers one by one. Between busy signals, voicemails, and wrong numbers, they manage perhaps 20 actual conversations in an entire day.

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Picture your most productive sales agent spending their morning hunched over a spreadsheet, manually dialling numbers one by one. Between busy signals, voicemails, and wrong numbers, they manage perhaps 20 actual conversations in an entire day.

Now imagine the same agent making 60+ meaningful customer connections in the same timeframe, with the system automatically handling the dialling, screening out answer machines, and connecting them only with live prospects ready to engage.

This transformation isn't wishful thinking—it's the reality for contact centres using intelligent dialler software. The difference between manual dialling and automated systems isn't just efficiency; it's the gap between struggling to meet targets and consistently exceeding them.

The Hidden Costs of Manual Dialling

Outbound dialling—the process of calling customers, clients, or prospects for sales, debt collection, or customer support—remains essential across UK businesses. Yet many teams still rely on manual processes that waste time, frustrate agents, and limit results.

Manual dialling creates multiple inefficiencies:

Time Wastage: Agents spend more time managing spreadsheets and dialling numbers than actually speaking with customers.

Human Error: Misdials, wrong numbers, and data entry mistakes reduce productivity and create compliance risks.

Agent Frustration: Repetitive manual tasks drain motivation and job satisfaction, leading to higher turnover.

Limited Reach: With manual processes, even the most dedicated agents can only make a fraction of the contacts possible with automation.

Missed Opportunities: While agents handle administrative tasks, potential customers go uncontacted, leading to lost revenue and relationship-building chances.

How Intelligent Dialler Software Changes Everything

Modern outbound dialling software transforms this dynamic entirely. Instead of manual number-by-number calling, sophisticated algorithms manage the entire dialling process, connecting agents only with live customers ready to engage.

Here's how the technology works:

Automated Call Placement: The system dials numbers automatically, eliminating manual input and reducing errors.

Intelligent Pacing: Advanced algorithms predict when agents will be available and adjust dialling rates accordingly.

Answer Machine Detection: Sophisticated technology identifies voicemails and answer machines, connecting agents only with live conversations.

CRM Integration: Seamless data access ensures agents have complete customer information instantly available.

Compliance Protection: Built-in controls ensure adherence to Ofcom and ICO regulations automatically.

Three Dialling Modes for Different Campaign Needs

Not every outbound campaign requires the same approach. MaxContact's dialler software supports three distinct modes, each optimised for specific objectives:

Preview Dialling: Preparation Meets Efficiency

Preview mode provides agents with customer information before each call, allowing time to review details and personalise their approach. This method excels for complex conversations, regulated sectors, or B2B campaigns where preparation drives success.

Agents can review account history, previous interactions, and specific customer needs before the conversation begins, ensuring every call starts with relevant context and professional competence.

Progressive Dialling: Balanced Automation

Progressive dialling connects agents with customers as soon as they're available, without the preparation time of preview mode. This approach works excellently for existing customer campaigns, follow-up calls, or situations requiring immediate connection.

The system ensures agents are never overwhelmed while maintaining steady productivity through consistent call flow.

Predictive Dialling: Maximum Velocity

Predictive dialling represents the fastest method, using advanced algorithms to dial multiple numbers simultaneously and connecting agents with answered calls back-to-back. This mode maximises talk time and proves ideal for high-volume sales campaigns or large data sets.

The key to effective predictive dialling lies in sophisticated pacing controls that eliminate dropped calls while maintaining maximum productivity.

The Compliance Imperative

Automated dialling brings tremendous efficiency gains, but compliance remains non-negotiable. Effective dialler software includes multiple protection mechanisms:

Zero Drop Call Capability: Advanced systems can be configured to never drop calls, preventing the compliance risks associated with connecting multiple customers to a single agent simultaneously.

Silent Call Protection: Built-in controls prevent silent calls that violate regulatory requirements.

Pacing Controls: Intelligent algorithms ensure dialling rates never exceed available agent capacity.

Comprehensive Logging: Automatic call recording and data capture provide complete audit trails for regulatory compliance.

Industry Applications That Drive Results

Different sectors leverage dialler software for specific strategic advantages:

Sales Teams use automated dialling to reach more qualified leads, spending less time on call list management and more time closing deals. Advanced lead prioritisation ensures the most promising opportunities receive immediate attention.

Debt Collection Agencies benefit from segmented debtor data and prioritised high-value collections, freeing agents to focus on complex negotiation cases while automation handles routine payment reminders.

Customer Service Teams use proactive outreach to check on existing customers, gather feedback, and address issues before they escalate, building stronger relationships through consistent engagement.

BPOs and Outsourced Operations leverage dialler software to run efficient campaigns for multiple clients while maintaining flawless data security and zero dropped calls.

The Measurable Impact of Automation

The transformation delivered by intelligent dialler software shows up clearly in performance metrics:

96% of customers report that MaxContact's dialler software is easy to use, reducing training time and improving adoption.

2-3x longer talk time compared to manual dialling, meaning agents spend significantly more time in actual customer conversations.

43% average increase in sales revenue through improved contact rates and conversation quality.

These results stem from agents focusing on what they do best—building relationships and solving customer problems—while technology handles the routine tasks of dialling, screening, and data management.

Beyond Efficiency: Strategic Advantages

Modern dialler software delivers benefits that extend far beyond simple time-saving:

Blended Operations: Advanced systems seamlessly blend inbound and outbound calls, ensuring agents stay productive regardless of call volume fluctuations.

Intelligent Prioritisation: Sophisticated algorithms can automatically organise contact lists based on multiple data fields, ensuring the most valuable opportunities receive priority attention.

Real-Time Adaptability: Systems adjust dialling patterns based on current performance, campaign objectives, and agent availability.

Comprehensive Analytics: Detailed reporting provides insights that inform strategy, training, and resource allocation decisions.

Making Every Call Count

The most successful outbound operations understand that technology isn't about replacing human expertise—it's about amplifying it. When dialler software eliminates manual tasks, reduces errors, and maximises customer contact opportunities, agents can focus entirely on the conversations that drive business results.

Mark Thomas, CEO of Compare My Insurance, captures this transformation: "Since using MaxContact, we've increased the contact we have with our customers, which has been massive. When you're sourcing leads, you want to make sure your contact ratio is as high as possible, so that's been a huge positive for us."

This improvement in contact ratios directly translates to business growth. When agents spend more time having meaningful conversations and less time managing administrative tasks, every campaign becomes more effective.

The Strategic Choice

In today's competitive landscape, the question isn't whether to automate outbound dialling—it's how quickly you can implement intelligent systems that transform your team's productivity.

Contact centres using advanced dialler software don't just make more calls; they have better conversations, build stronger customer relationships, and achieve results that manual processes simply cannot match.

When your agents can focus on what they do best while technology handles the routine work of reaching customers efficiently and compliantly, every conversation becomes an opportunity to exceed expectations and drive business growth.

Ready to transform your outbound operations from manual inefficiency to automated excellence? Discover how intelligent dialler software can boost your team's productivity, improve customer contact rates, and drive measurable business results across all your campaigns.

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Playbook for Deploying AI Voice Agents in Debt Collection

This guide shows you exactly how to deploy AI agents in collections using a three-phase, risk-adjusted approach. Efficiency is maximised whilst preserving the human relationships that drive long-term recovery success.

Payments & Collections
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AI Voice Agent

Why AI in Collections is a Strategic Imperative

Before diving into how to deploy AI in collections, let’s examine why timing matters. The business case for AI voice agents isn’t just compelling – it’s becoming essential for competitive survival.

The Cost-to-Collect Challenge

Collection operations are drowning in high-volume, repetitive tasks. Initial outreach calls, payment reminders, and simple account enquiries consume enormous human resources while delivering limited returns. AI can reduce these operational expenses by up to 40%, according to McKinsey analysis, by automating routine communications at a fraction of human labour costs.

Consider the maths: if your current cost per successful resolution is £25 using human agents, AI could potentially reduce this to £15 or lower for suitable use cases. Across thousands of accounts, these savings compound rapidly.

Scaling Beyond Human Limitations

Traditional collections face an inherent scalability ceiling. Want to contact more customers? Hire more agents. Need 24/7 coverage? Pay premium shift rates. AI voice agents shatter these constraints.

A single AI agent can handle hundreds of simultaneous calls, operate continuously, and achieve 100% account penetration – physically impossible with human teams. Case studies show remarkable results: 95% AI containment rates and 50%-80% payment plan acceptance rates when AI is deployed strategically.

The AI Analytics Advantage

Modern AI doesn’t just automate – it optimises. By analysing payment patterns, communication history, and demographic data, AI systems can predict the optimal time, channel, and approach for each individual debtor. This data-driven personalisation moves beyond generic strategies to tailored engagement that increases response rates significantly.

The Phased Deployment Playbook for AI Agents: Your Strategic Roadmap

The key to successful AI deployment in collections isn’t choosing between AI and humans-it’s creating a sophisticated blend that leverages each for what they do best.

Here’s your three-phase roadmap for getting it right.

Phase 1: Low-Risk Foundation (Months 1-6)

Objective: Prove ROI and build operational confidence with minimal risk exposure.

Target Use Cases:

  • Payment reminders for early-stage delinquency (1-30 days)
  • Promise-to-Pay confirmations
  • Simple inbound enquiries (balance enquiries, payment dates)
  • Self-service payment portal guidance

Why Start Here: These interactions are transactional, not persuasive. They leverage AI’s core strengths—consistency, availability, and scale—while minimising the risk of relationship damage. An ineffective reminder call might be ignored, but it won’t permanently harm your ability to collect.

Key Integrations Needed:

  • CRM system for personalised data access
  • Telephony platform or contact centre software
  • Payment portal for seamless transactions
  • Basic escalation workflows to human agents

Success Metrics:

  • Containment rate (percentage resolved without human intervention)
  • Cost per successful resolution
  • Customer satisfaction scores for AI interactions
  • Promise-to-Pay conversion rates

Phase 1 Checklist:

  • Establish AI governance committee
  • Select 1-2 vendors for pilot comparison
  • Design A/B testing framework
  • Complete technical integrations
  • Train staff on AI oversight responsibilities
  • Implement new KPI dashboard

Phase 2: Strategic Expansion (Months 6-18)

Objective: Scale proven use cases and pilot medium-complexity applications.

New Use Cases:

  • Scripted payment plan offers within defined parameters
  • Omnichannel outreach campaign management
  • Basic dispute acknowledgment and routing

Enhanced Capabilities:

  • More sophisticated decision-making based on customer data
  • Dynamic payment plan generation within business rules
  • Multi-channel coordination (voice, SMS, email)
  • Advanced sentiment analysis for escalation triggers

Risk Management: Phase 2 introduces more autonomous decision-making, requiring robust governance. The AI begins offering solutions, not just communicating information. Monitor algorithmic bias carefully and ensure human oversight of all payment plans offered.

Training Evolution: Your human agents begin their transformation into specialists. Focus training on complex negotiation skills, vulnerability identification, and AI performance monitoring.

Phase 3: Mature Blended Operations (Months 18+)

Objective: Operate a fully optimised AI-human hybrid model.

AI Responsibilities:

  • All high-volume, transactional communications
  • Early-stage recovery for suitable accounts
  • 24/7 inbound support for routine enquiries

Human Agent Focus:

  • Complex negotiations and settlements
  • Vulnerable customer interactions
  • Dispute resolution and complaints
  • High-value account management
  • AI system oversight and optimisation

The New Agent Role: Your collection agents evolve into highly skilled specialists. Some become “Human Interaction Specialists” focussed on empathy and complex problem-solving. Others become “AI Performance Analysts” who monitor, coach, and optimise the automated systems.

Overcoming the Persuasion Gap: The Critical Success Factor

Here’s what many AI vendors won’t tell you: AI significantly underperforms humans in persuasive conversations. Academic research from leading universities reveals a critical “persuasion gap” – promises made to AI agents are less likely to be kept and even brief AI contact, if not done right, can permanently impair long-term recovery rates.

It’s a fundamental challenge that determines whether your AI deployment succeeds or fails.

The Research Reality

A controlled study at a major financial services firm found that accounts initially contacted by AI showed persistently lower recovery rates over a full year, even after human agents took over. The moral weight of a promise made to a machine simply isn’t equivalent to one made to a person.

The Strategic Response

This research doesn’t invalidate AI – it clarifies its optimal role. Use this decision matrix for call routing:

| Route to AI when: | Route to Human when: | |-------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------| | -Account balance under £500-Early delinquency stage (under 60 days)-Routine communication need-Customer has self-service preference | -Complex negotiation required-Customer shows distress signals-Previous AI interaction failed-Account value exceeds £2,000-Vulnerability indicators present |

Compliance and Governance Essentials

Deploying AI in collections isn’t just a technology decision-it’s a regulatory responsibility. The FCA’s Consumer Duty, GDPR, and other frameworks create a complex compliance landscape that must be navigated carefully.

FCA Consumer Duty Requirements

The Consumer Duty demands good outcomes for customers. Your AI systems must demonstrably deliver fair treatment across all customer segments. Key requirements include:

  • Bias Detection: Regular auditing to ensure AI doesn’t discriminate against protected groups
  • Vulnerability Identification: Automatic escalation when AI detects customer distress or hardship indicators
  • Outcome Monitoring: Continuous measurement of customer outcomes, not just operational efficiency

GDPR and Data Protection

AI processing involves personal data at every step. Ensure compliance through:

  • Transparent Communication: Customers must know they’re speaking with AI from the conversation start
  • Lawful Basis: Establish clear legal grounds for processing (typically legitimate interests in collections)
  • Data Subject Rights: Build systems that facilitate access requests and data erasure

Governance Framework Essentials

Create a cross-functional AI Ethics and Governance Committee with representatives from Risk, Compliance, Legal, IT, and Operations. This body should:

  • Approve new AI use cases
  • Review performance against fairness metrics
  • Investigate edge cases and complaints
  • Maintain the authority to override or disable AI systems

Measuring ROI Beyond Cost Savings

Traditional ROI calculations often miss the full picture. Here’s a comprehensive framework for measuring AI impact in collections:

Efficiency Metrics

  • Cost per contact reduction
  • Agent productivity improvement
  • Processing time reduction
  • 24/7 availability value

Effectiveness Metrics

  • Promise-to-Pay conversion rates (AI vs. human)
  • Promise fulfilment rates (the critical measure)
  • Long-term recovery rate impact
  • Customer satisfaction scores

Quality Metrics

  • Compliance breach reduction
  • Audit trail completeness
  • Escalation appropriateness
  • Customer complaint rates

The A/B Testing Imperative

Don’t rely on vendor claims. Implement rigorous A/B testing with statistically significant sample sizes. Track not just immediate outcomes but long-term repayment behaviour over 6-12 months. This data-driven approach provides the objective evidence needed for informed scaling decisions.

Common Deployment Pitfalls and How to Avoid Them

Pitfall 1: Over-Reliance on Vendor Promises

Solution: Demand proof-of-concept pilots with your actual data and customer base before committing to large-scale deployment.

Pitfall 2: Deploying AI in High-Risk Scenarios Too Soon

Solution: Stick to the phased approach. Resist pressure to accelerate into complex use cases before proving fundamentals.

Pitfall 3: Neglecting Change Management

Solution: Invest heavily in reskilling your workforce. The human element remains crucial for AI success.

Pitfall 4: Inadequate Governance Structure

Solution: Establish formal oversight before deployment, not after problems arise.

Pitfall 5: Ignoring the Persuasion Gap

Solution: Design your system around AI’s limitations, not just its strengths.

Your Quick-Start Implementation Checklist

Before You Begin

  • Audit current technology stack compatibility
  • Assess internal development capabilities
  • Define success metrics and KPIs
  • Establish governance committee
  • Secure senior leadership sponsorship

Vendor Selection

  • Prioritise collections-specific experience
  • Verify compliance certifications (PCI-DSS, SOC 2)
  • Test conversational quality with real scenarios
  • Evaluate integration complexity
  • Understand total cost of ownership

Pilot Preparation

  • Select low-risk use case portfolio
  • Design A/B testing methodology
  • Complete technical integrations
  • Train oversight team
  • Establish escalation protocols

Go-Live Support

  • Monitor performance metrics daily
  • Review AI interactions for quality
  • Gather customer feedback
  • Document lessons learned
  • Plan Phase 2 expansion

The Path Forward: Maximising Every Moment

AI voice agents represent a transformational opportunity for debt collection operations, but success demands a nuanced, strategic approach. The organisations that thrive will be those that deploy AI thoughtfully, respect its limitations, and create sophisticated hybrid models that amplify human capabilities rather than simply replacing them.

The question isn’t whether to deploy AI in collections – it’s how to do it right. By following this phased playbook, you can harness AI’s power to reduce costs, scale operations, and improve customer experiences while preserving the human relationships that drive long-term recovery success.

Remember: you’re not just implementing technology. You’re reimagining how collections work in an AI age. Get it right, and you’ll create a sustainable competitive advantage that maximises every moment of customer interaction.

Ready to see how AI agents can transform your collections operation? Let’s talk about your specific challenges and explore how MaxContact’s digital voice agents can help you recover more debt while keeping overheads controlled.

References

  1. The Promise of Generative AI for Credit Customer Assistance – McKinsey
  2. Better than Human? Experiments with AI Debt Collectors – University of Alberta
  3. NBER Working Paper – How Good is AI at Twisting Arms? – Choi, Huang, Yang
  4. AI Regulation in Financial Services: FCA Developments – Regulation Tomorrow

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The Contact Rate Crisis: How Manual Debt Collection Is Costing More Than You Think

The challenge is clear: Debt collection operations face a growing dilemma. Customer debt levels are at record highs, yet traditional collection methods are becoming less effective and more expensive.

Payments & Collections
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The debt collection landscape has shifted dramatically. UK household debt reached approximately £2 trillion in the first half of 2024, creating unprecedented demand for collection services. Yet traditional recovery approaches are struggling to keep pace with this growing challenge.

For operational leaders, this presents a fundamental challenge: how do you scale debt recovery operations without proportionally scaling costs, especially when traditional methods are hitting efficiency limits?

The Reality of Manual Collection Operations

Walk into any traditional debt collection contact centre and you’ll see the same pattern. Agents spend their days making call after call, often with little to show for it. Industry benchmarking data from UK debt collection professionals shows that the average Right Person Connect (RPC) rate is just 26%, meaning nearly three-quarters of calls don’t reach the intended person.

This creates a cascade of inefficiencies. Agents make dozens of calls to reach a handful of people, many of whom aren’t the right person or available to have a meaningful conversation. Industry research reveals that call centre agents spend 30% of their working day on unsuccessful call attempts. The result? Teams burning through time and resources on activities that don’t drive results.

The human cost is significant too. Debt collection has some of the highest turnover rates in the contact centre industry, with many agencies reporting rates between 75% and 100%. It’s not hard to see why – repetitive dialling, difficult conversations, and constant pressure to hit targets in an inefficient system take their toll.

Why Traditional Approaches Are Struggling

Several factors are making manual collection methods increasingly challenging:

Customer expectations have evolved. People want to engage on their terms, through their preferred channels, at times that work for them. Traditional collection approaches – primarily phone calls during business hours – don’t align with how people want to communicate today.

The nature of debt has changed. UK households are under increasing financial pressure, with 44% of adults living in financially vulnerable circumstances – a 16% increase since 2022. Recent research shows that 13% of UK adults (equivalent to 6.8 million people) are struggling to meet day-to-day costs, making debt recovery conversations more sensitive and complex.

Regulatory complexity is increasing. The Financial Conduct Authority’s Consumer Duty has heightened focus on customer outcomes, requiring collection practices to demonstrate genuine customer benefit rather than just compliance. When two-thirds of UK adults who have interacted with a debt collector describe the experience as “stressful,” it’s clear the industry needs to evolve its approach.

The Hidden Costs Add Up Quickly

When collection operations rely heavily on manual processes, costs accumulate in ways that aren’t always immediately visible:

Training becomes a constant expense. High turnover means continuous hiring and training cycles. New agents need weeks to become productive, during which they’re generating costs rather than recoveries.

Productivity plateaus. There’s a natural limit to how many meaningful conversations an agent can have in a day when they’re spending most of their time on unproductive activities like leaving voicemails or speaking to wrong numbers.

Opportunity costs mount. When teams focus on high-volume, low-value tasks, there’s no capacity for the strategic work that drives better outcomes, like developing payment plans, understanding customer circumstances, or building relationships that lead to long-term resolutions.

Customer relationships suffer. Poor experiences during collection attempts can damage relationships, making future recovery efforts even more difficult and reducing the likelihood of successful resolution.

What Leading Operations Are Doing Differently

Forward-thinking collection operations are recognising that the traditional model needs to evolve. They’re finding ways to be more efficient while maintaining the human touch that effective debt collection requires.

The most successful approaches share common characteristics: they meet customers where they are, use technology to handle routine tasks, and free up human agents to focus on complex situations that require personal attention and problem-solving skills.

Leading operations are proving that dramatic efficiency improvements are achievable through smarter technology adoption. The UK debt collection market, valued at £2.0 billion in 2024 with 13.26% growth from 2023, demonstrates there’s significant opportunity for those willing to innovate.

Technology as an Enabler, Not a Replacement

The solution isn’t about replacing human agents with robots. It’s about creating a smarter division of labour where technology handles what it does well – routine tasks, initial contact, basic information gathering – while humans focus on what they do best: building relationships, solving complex problems, and providing empathy in difficult situations.

Digital voice agents can operate around the clock, meeting customers when they’re available rather than when your contact centre is open. They can handle payment reminders, frequently asked questions, and initial contact attempts, identifying which situations need human intervention and which can be resolved automatically.

This approach addresses both sides of the challenge: it improves efficiency and reduces costs while creating better experiences for customers. Industry data shows that one in five UK customers prefer to set up a payment plan, and most choose monthly repayments when given the option through digital channels.

The Path Forward

The debt collection industry is at a crossroads. Operations that cling to outdated methods will find themselves struggling with rising costs and declining effectiveness. Those that embrace smarter approaches, using technology to enhance rather than replace human capabilities, will thrive.

The goal isn’t to eliminate the human element from debt collection. It’s to ensure that human interaction happens where it adds the most value: in complex negotiations, empathetic conversations with people facing genuine hardship, and situations that require creative problem-solving.

By automating routine tasks and improving initial contact rates, operations can focus their human resources on the conversations that truly matter. This leads to better outcomes for everyone: more recovered debt for creditors, more manageable payment solutions for customers, and more meaningful work for collection agents.

The question isn’t whether debt collection will evolve, it’s whether your operation will be leading that evolution or struggling to catch up.

Ready to see how AI agents can transform your collections operation? Let’s talk about your specific challenges and explore how MaxContact’s digital voice agents can help you recover more debt while keeping overheads controlled.