Hurence supports its clients throughout the entire data and AI lifecycle, from raw material to robust and sovereign business applications in production.

Data processing
- Data preparation & processing : ingestion, cleaning, enrichment and quality improvement of data (real-time and batch streams, volume) to make it usable by business users and AI.
- Governance : Implementation of data catalogues, traceability, security, compliance (GDPR) and all good practices around data (who uses what, where and how).

AI applied to businesses
- Agentic RAG chatbots : creation of business assistants connected to internal data (documents, databases, APIs), capable of searching, reasoning and acting (workflows, tickets, emails) rather than just responding.
- Hybrid search & search engines : implementation of engines combining lexical and vector (semantic) search to find the right information in your documents, logs, or business data. A mix of chatbot and standard search approaches.
- News2Spots : Implementation of intelligent monitoring and automated summaries (competition, markets, regulations, technology) adapted to the context, so that decision-makers only read the essentials.
- Audio and video transcriptions with speaker detection and highlights etc.
- Business Assistants : Implementation of AI assistants to handle typical company business (tenders, business proposals, legal files, etc.)

Industrialization and Sovereignty
- From pilot to production : design of rapid pilots to test value, then industrialization (scalability, monitoring, MLOps, observability) until a reliable service in production.
- AI and sovereign infrastructure : AI solutions hosted at the client’s premises or on European infrastructures, based on open-source building blocks, without strong dependence on extra-European clouds.

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