Velma

Modulate Tops Hugging Face ASR Benchmark | ECI Research

Modulate Tops Hugging Face ASR Benchmark | ECI Research

AI, Application Development, Enterprise Software, Machine Learning /

Modulate has claimed the top spot on Hugging Face’s Open ASR Leaderboard, ranking first out of 88 models while pricing its transcription API at a fraction of incumbent cost. ECI Research examines the architectural and economic implications for enterprise voice AI buyers and developers. The deeper story is whether Modulate’s audio-native Velma platform can move the market beyond transcript-only pipelines.

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Modulate Velma API: Real-Time Voice Intelligence for Enterprise

Modulate Velma API: Real-Time Voice Intelligence for Enterprise

AI, Application Development, DevOps, Enterprise Software, Machine Learning /

Modulate has launched the Velma Enterprise API publicly, giving developers access to real-time voice intelligence built on its Ensemble Listening Model architecture. The platform analyzes raw conversational audio for emotion, intent, behavioral risk, and compliance signals rather than relying on transcription. ECI Research sees AI agent oversight and compliance monitoring as the fastest-growing use cases for this emerging infrastructure category.

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