Data and AI driven process optimization reduce churn
In today’s connected data driven world, customer complaints are more then ever not just service issues, they’re strategic signals. For banks across Benelux and Northern Europe, consistently identifying complaints early and resolving them adequately is a challenge, particularly in the light of country specific regulatory expectations regarding treating customers fairly. But what if complaints could become a source of competitive advantage?
At Cognizant, we believe they can. By embedding AI across the complaint lifecycle, from detection to resolution to root cause analysis, banks can transform how they respond to customers, comply with regulators, and continuously improve. This is the essence of what Cognizant CEO Ravi Kumar calls our shift from IT integrator to ‘AI builder’: helping enterprises reimagine operations with agentic AI that augments human potential, not replace it.
The Challenge: Expectations are higher
Customers expect fast, fair resolutions. Regulators demand every issue be logged, tracked, and addressed. Yet many banks still rely on manual processes, agents interpreting emails, tagging calls, and updating systems across silos.
This approach is slow, inconsistent, and risky. Missed complaints can lead to regulatory scrutiny. Delayed responses erode trust. And without structured insights, banks miss the opportunity to fix root causes.
The AI advantage: smarter, faster, fairer
AI is changing the game, banks can now:
- Instantly detect complaints across channels, e.g. calls, chats, emails, social media, by analysing sentiment and context.
- Assist agents with real-time knowledge retrieval, suggested responses, leveraging best practices, and automated workflows.
- Analyse complaint data at scale to uncover trends, root causes, and opportunities for improvement.
The results:
- Faster resolution times
- Reduction in complaint analysis effort
- Increased accuracy in complaint detection
- Higher customer satisfaction and stronger compliance posture
How to get there
Step 1: Complaint detection
The first challenge is recognizing a complaint, especially when customers don’t say ‘I want to complain’. AI models trained on historic interactions can detect dissatisfaction through tone, keywords, and context.
Step 2: Resolve with speed and empathy
Once a complaint is logged, AI accelerates resolution. Virtual assistants can handle routine issues 24/7, freeing agents to focus on complex cases.
For human agents, AI acts as a co-pilot. It listens to calls, retrieves relevant policies, drafts responses, and suggests next steps. AI also automates backend tasks, e.g. logging cases, updating records, triggering workflows, so agents can focus on empathy and decision-making.
Step 3: Learn from every complaint
Beyond resolution, AI enables continuous improvement. By analysing every complaint, banks can identify systemic issues and fix them at the source.
Real-time dashboards replace quarterly reviews, enabling faster resolution of root causes, e.g. if reports reveal spikes in mobile login complaints, an immediate fixe can be initiated.
AI also supports compliance. By tracking resolution times and categorizing issues consistently, banks can demonstrate fair treatment and avoid regulatory risk.
Looking ahead: from reactive to proactive
The future is proactive. AI can predict which customers are likely to complain, based on behaviour, transaction patterns, or past issues, and enable pre-emptive outreach.
AI also enhances complaint handling quality. Sentiment analysis alerts agents when a conversation is going poorly, prompting empathy cues. By learning from top-performing agents, AI can coach others in real time, ensuring every customer feels heard and respected.
Why now, and why Cognizant?
The shift is already underway. Banks that embrace AI in complaints handling are seeing tangible gains in efficiency, compliance, and customer loyalty. But success requires more than technology. It demands a partner who can build AI into your operations securely, ethically, and at scale.
That’s where Cognizant comes in. As AI builders, we help banks in Benelux, Northern Europe and across the globe design and deploy agentic AI solutions that work alongside your people, integrate with your processes, and deliver measurable outcomes.
We are keen to help you turn complaints into catalysts for change. Customer complaints aren’t going away. But with the right AI strategy, they can become your most valuable source of insight, improvement, retention and loyalty.
If you’re ready to explore how AI can transform your complaints process, let’s talk.
