Atento's AI Research on Voice Analytics Gains International Peer Recognition
Event summary
- Atento's AI team had a study accepted for presentation at PROPOR 2026, a leading NLP conference.
- The paper, 'A Multilingual Voice Analytics Module for Contact-Center Hiring,' details hybrid AI architecture for vocal assessment in customer experience environments.
- The research achieved a Macro-F1 score of 0.861 and an Expected Calibration Error of 0.053.
- This is Atento's first scientific work approved at an international peer-reviewed conference.
The big picture
Atento's recognition at PROPOR 2026 underscores the growing importance of AI-driven voice analytics in customer experience management. As companies increasingly rely on data-driven decision-making, Atento's ability to develop and validate hybrid AI architectures positions it as a leader in transforming operational environments. This milestone comes as the CXM BTO industry continues to evolve, with AI becoming a key differentiator in service delivery and business process optimization.
What we're watching
- Technical Validation
- Whether Atento can translate this research validation into commercial AI products for its CXM BTO services.
- Strategic Positioning
- How this recognition strengthens Atento's evolution toward Business Transformation Outsourcing (BTO).
- Competitive Differentiation
- The pace at which competitors in the CXM BTO space develop similar AI capabilities.
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