WRITTEN BY DAVID SERKIN
The explosion of AI represents a transformative shift in our society, bringing with it profound energy requirements. Major tech giants like Google, Meta, and Microsoft are actively seeking ways to enhance efficiency for the growing energy demands of AI-powered data centers. Solutions range from edge computing (processing data on local devices), more efficient chips, the potential of quantum computing, leveraging renewable energy for data centers, and even exploring nearly-zero carbon emitting nuclear energy.
CSKY is an innovative Swiss startup addressing these challenges with cutting-edge solutions. Founded in 2023 as a spin-off from the Swiss Federal Institute of Technology (EPFL), csky.ai has developed ClearMind—an embedded AI solution that can capture meetings with up to 25 participants, delivering automated transcription, meeting minutes, and summaries in multiple languages without accessing external cloud services.
The explosion of AI represents a transformative shift in our society, bringing with it profound energy requirements. Major tech giants like Google, Meta, and Microsoft are actively seeking ways to enhance efficiency for the growing energy demands of AI-powered data centers. Solutions range from edge computing (processing data on local devices), more efficient chips, the potential of quantum computing, leveraging renewable energy for data centers, and even exploring nearly-zero carbon emitting nuclear energy.
CSKY is an innovative Swiss startup addressing these challenges with cutting-edge solutions. Founded in 2023 as a spin-off from the Swiss Federal Institute of Technology (EPFL), csky.ai has developed ClearMind—an embedded AI solution that can capture meetings with up to 25 participants, delivering automated transcription, meeting minutes, and summaries in multiple languages without accessing external cloud services.
solution keeps everything on-premise, with multiple security layers that have been certified by independent organizations.”
Even in the unlikely event that the device is physically stolen, all recorded information remains encrypted and inaccessible. The security is so robust that not even CSKY has access to client data, positioning the company uniquely in terms of data privacy compliance.
The ClearMind system combines advanced hardware with sophisticated AI algorithms. For larger meetings, the solution offers an array of specialized microphones that capture multi-channel audio with remarkable clarity. The system can synchronize up to 20 audio channels, ensuring accurate transcription even in complex acoustic environments.
Initial setup includes a brief voice sampling process where each participant speaks for a few seconds, creating a unique voice fingerprint. This allows the system to distinguish between different speakers with high accuracy, even with varied accents and speaking styles. The technology works seamlessly across multiple languages and can automatically correct industry-specific terminology using a customizable knowledge base.
“What truly differentiates our solution is the quality of speaker identification,” says Nay Abi Akl, Data Scientist at CSKY. “Traditional transcription services struggle to identify who said what once you have more than two speakers, while our solution maintains accuracy with up to 25 participants.”
ClearMind does more than capture dialogue. The system generates structured meeting reports organized by agenda items, extracts key decisions, and creates searchable archives of all recorded meetings. Users can later query across multiple meetings, making corporate know-ledge truly accessible.
The solution is particularly valuable for high-level corporate meetings, including executive committees, boards of directors, and sensitive strategic discussions. Current clients include major financial institutions and public administrations, with ongoing pilots in healthcare, legal services, and municipal government. CSKY represents a practical implementation of sustainable AI principles. By processing data locally rather than transmitting it to distant data centers, the solution significantly reduces energy consumption associated with network infrastructure and cloud computing. This edge AI approach aligns with broader ESG goals (Environmental, Social, Governance), offering organizations a way to leverage advanced AI capabilities while minimizing environmental impact.
How is CSKY set-up and implemented?: CSKY provides the ClearMind system through a comprehensive service model that includes initial setup, training, and ongoing support. While currently focused on large enterprises with critical confidentiality needs, the company is working on scaling their technology to make it accessible to a broader range of organizations in the future.
For more information on how CSKY is revolutionizing meeting intelligence while advancing sustainable AI, visit their website or contact their team for a demonstration.
Photo credit: David Serkin
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