CallMiner, a leader in customer experience (CX) automation, has rolled out a suite of advanced AI capabilities designed to deliver deeper insights, richer context, and more flexible automation for enterprises. The updates, announced today, enhance the company’s market-leading platform with new AI classifiers, customizable summaries, and advanced sentiment analysis.

Smarter Classification Across Channels

Central to the update is CallMiner’s expanded collection of AI classifiers, which now support whole-contact sentiment analysis. These classifiers automatically categorize and interpret conversations across multiple channels and languages, leveraging company-specific contextual intelligence from recent interactions.

By capturing the subtleties of tone—including mixed emotions, domain-specific language, and short-form interactions like voicemails and chat—CallMiner enables organizations to move beyond traditional sentiment detection. The new classifiers align with emerging regulatory frameworks, including the EU AI Act, ensuring transparency, explainability, and human oversight while retaining customizable category creation for coaching, agent evaluation, and business decision-making.

“Advanced AI classifiers make it easier than ever to extract actionable insights from customer conversations,” said Bruce McMahon, Chief Product Officer at CallMiner. “Organizations can now automate smarter, act faster, and better understand the context behind every interaction.”

Customizable Summaries for Actionable Insights

CallMiner has also introduced flexible AI-generated summary templates, allowing organizations to tailor interaction summaries to specific compliance, operational, or analytical goals. Whether providing CX-focused summaries for agents or generating internal insights for business teams, the platform gives users control over format, content, and presentation.

Unlike platforms with a one-size-fits-all approach, CallMiner allows teams to:

• Write custom prompts from scratch

• Adapt pre-built templates for faster deployment

• Test and refine summaries for any business use case

This ensures every summary captures the most relevant insights in real time, improving agent performance and customer outcomes.

Integrated Intelligence for Faster, Smarter Decisions

With the combined power of AI classifiers and CallMiner AI Assist, the platform now offers:

• Advanced business intelligence through agentic AI-driven insights

• Enhanced visibility with rich visualizations such as tree maps, Sankey diagrams, and stacked bar charts

• Flexible workflows via seamless export and integration with enterprise systems

• Scalable automation that accelerates action from insights to decision-making

The updates underscore CallMiner’s focus on delivering an intelligent foundation for CX automation, enabling enterprises to operationalize conversation insights and enhance both agent performance and customer experience.

“These enhancements build on our market-leading platform, delivering greater flexibility, speed, and relevance,” McMahon said. “By strengthening the foundational intelligence layer, we help organizations unlock measurable improvements in efficiency and CX outcomes.”

A Platform for Agentic AI Discovery

With these new capabilities, CallMiner reinforces its position as a trusted partner for enterprises looking to leverage AI-driven automation across customer interactions. From richer contextual understanding to smarter workflow automation, the platform is designed to empower organizations to turn insights into action faster, while maintaining transparency, governance, and adaptability.

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