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AI solutions for business, from diagnosis to adoption

We find where AI saves you time, choose the right tools and build them into your processes, until your teams actually use them.

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Diagram: analysis, prototype, deployment
Signalum AI home page: a video channel audit

What we do

  • Diagnosis: your repetitive tasks and the potential gains.
  • Tool selection: AI assistants, agents, automations, business tools.
  • Integration: setup, connection to your existing tools, testing.
  • Adoption: onboarding your teams, usage guidelines, follow-up.
  • Framework: data privacy and good practice.
Chart: AI adoption by company size
In 2025, 15% of French companies with 10 to 49 staff use AI, compared with 58% of those with 250 staff or more. Source: Eurostat, 2026 (cross-checked with Insee Première no. 2120).
Virgile AI: field challenges for home care providers, then an unplanned replacement scenario

Use cases

Writing ads and content, answering customer service requests, preparing prospecting, summarising documents, analysing sales results.

How it works

  1. Scoping workshop.
  2. Prioritising use cases.
  3. Setup and testing.
  4. Follow-up and adjustments.
Organisations using AIShare of organisations worldwide55%78%20232024Source: Stanford HAI, The 2025 AI Index Report,2025 (McKinsey survey)
Worldwide, the share of organisations using AI rose from 55% in 2023 to 78% in 2024. The 78% figure comes from a McKinsey survey cited in the report. Source: The 2025 AI Index Report, Stanford HAI, 2025
Time saved with generative AIUS generative AI users:5.4% of work hours (40-hour week)2.2 hper weekSource: Federal Reserve Bank of St. Louis, “The Impact ofGenerative AI on Work Productivity”, February 2025
In the US, generative AI users save 5.4% of their work hours, or 2.2 hours a week in a 40-hour week. Across all workers, including those who do not use generative AI, the saving is 1.4% of work hours. Source: The Impact of Generative AI on Work Productivity, Federal Reserve Bank of St. Louis, February 2025
EU enterprises and AIShare of enterprises using AI20%in 20252024: 13.5%Source: Eurostat, “20% of EU enterprises use AItechnologies”, 11/12/2025
In 2025, 20% of enterprises in the European Union use AI, up from 13.5% in 2024. Source: 20% of EU enterprises use AI technologies, Eurostat, 11 December 2025

Go further: sector-specific AI training and coaching

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a first 30 to 45-minute conversation, free and with no commitment.

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