Agentic AI on AWS Is Resolving 40% of Financial Services Contact Center Traffic Automatically

A financial services contact center used to mean voice on one system, digital on another, and agents piecing together the full story mid-call. Today, in a NeuraFlash-built environment running on AWS, AI agents resolve 40% of that traffic on their own. No queue, no scramble, no wait for a human to pick up.

A financial services leader at a cross roads

A leading financial services institution, supporting one of the largest and most complex operations in its industry, came to NeuraFlash running a contact center stitched together from legacy infrastructure — voice on an aging Nuance IVR, digital on a separate system entirely. Every time a customer called, agents scrambled to piece together a history scattered across disconnected tools, and the customer felt every second of that scramble.

The challenges were the ones our team hears in almost every financial services conversation we have:

• Supporting operations spanning a dozen business units meant peak-period call surges buried agents and sent hold times through the roof
• Routine requests: balance inquiries, claims status, coverage changes, were flooding queues year-round, never letting up
• Millions of annual interactions across thousands of agents, repetitive and data-heavy, each one bleeding cost on infrastructure reaching its limits

Throwing more agents at the problem wasn't going to fix it. The traditional contact center model was never built for this volume. And with 70–80% of inbound financial services traffic still coming through voice at roughly $15 a call, every day spent standing still had a price tag attached.

What NeuraFlash built

Rather than bolt another tool onto an already fragmented stack, NeuraFlash partnered with AWS to rebuild the foundation. The team retired the aging Nuance IVR and architected one coherent system on Amazon Connect: voice and digital unified, a single clear view of the customer, tool sprawl gone, costs under control — and a runway toward the AI-driven experience this institution's customers already expected from everyone else they did business with.

This is the work NeuraFlash specializes in as AWS's Global Customer Experience Partner of the Year: taking financial services' hardest operational problems and rebuilding them on agentic AI, from the ground up, on AWS infrastructure designed to scale.

We didn't slap on another tool. Taking a phased approach, starting with targeted go-lives to prove out the pattern before scaling across all business units, we migrated thousands of agents to Amazon Connect, replaced code-dependent IVR changes with a unified admin app built for clicks, not code, unified the agent desktop across standalone and Amazon Connect CTI for Salesforce, and rolled out natural-language self-service with Amazon Lex enterprise-wide.

With one of 13 business units live — here are the stats: 

• SLA (calls answered/offered) reached 84%, a 52% increase, with average handle time down 1.2% and average after-interaction time down 11%

Here's the part our team finds most exciting: an AI agent isn't a chatbot reciting a script or routing through a menu tree. Give it a goal, resolve this customer's billing dispute, and it pulls the account data, interprets it, explains it, and acts on it. End to end. No script. No hold music. A human steps in only when the moment genuinely calls for one.

This is the pattern NeuraFlash is seeing repeat across financial services accounts, and the pace of adoption is accelerating quarter over quarter. Institutions wrestling with regulatory complexity, market volatility, and sky-high customer expectations aren't too complicated for agentic AI — they're exactly where it delivers the most value.

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Why NeuraFlash?

By 2035, the agentic AI opportunity in financial services is expected to reach $18.5B — and institutions rebuilding the foundation now, with a partner who's done it before, are the ones positioned to capture it.

We don't build it and walk away. We stay in it with you, continuously optimizing as your needs evolve and the technology moves forward.

Ready to see what this could look like for your organization? Book a discovery call with us today.

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