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AI-Apps
SOVERI designs and implements data-sovereign AI applications for organisations that want to use artificial intelligence while maintaining control over their data, infrastructure, and business processes. Our solutions combine modern AI models with controlled system access, transparent data flows, traceable operations, and clear responsibilities.
HUGO AI Agent
An AI agent that uses tools instead of pretending to know everything
HUGO is an experimental enterprise support agent that combines the reasoning capabilities of large language models with controlled access to structured business data. Instead of relying on model memory, it uses parameterised tools to retrieve customer information, analyse context, and assist with support responses.
HUGO runs within a controlled application infrastructure, uses European AI providers, and offers secure authentication through Internet Identity. Persistent conversations and AI observability make tool calls, execution time, token usage, and inference costs traceable. The same architecture can be adapted to CRM, ERP, support, document, and other business systems.
HUGO Audio
One recording. Two speech-to-text approaches.
A useful AI assistant begins with understanding the use case correctly.
HUGO Audio is a mobile-friendly speech-to-text playground that explores what happens before a spoken instruction reaches an AI agent. It compares two different ways of converting speech into text: locally in the browser and online through a managed AI service.
Record a sentence once and process the same audio through both paths. Whisper runs locally in the browser and can keep the recording on the device after the model is cached. Voxtral uses a more capable online model without requiring the phone to download or execute it. The comparison makes the trade-offs between privacy, speed, accuracy, connectivity, and device resources directly visible.
