Shakers’ 2026 survey of 1,035 tech professionals in Europe: 68% of freelancers retain the benefits of AI time savings, versus 43% of full-time employees. Leaders need to decide how that time is used. lnkd.in/eyKDVTWf #AI #FutureOfWork

Supply chain decisions need clear owners and reliable data. Automate low-risk actions within approved limits. Keep strategic decisions under human review, with a manual fallback when data is insufficient. lnkd.in/eUEAT5uT #SupplyChain #AI

De la donnée au produit IA : l’industrialisation repose sur trois fondations — données gouvernées, infrastructure adaptée et modèles maîtrisés — soutenues par le RAG, l’orchestration, la validation, la sécurité et le monitoring.

Most digital transformation projects fail not from lack of technology, but lack of integration between strategy, systems, and people. At Novagios, we close that gap: consulting, AI, integration, development, automation, training. Excellence is our standard.