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AI Becomes Core Infrastructure for Companies, Forcing New Operating Models

Widespread deployment of agentic and generative systems is pushing firms to redesign operating models, boost cloud and datacenter capacity, tighten governance.

Overview

  • Recent coverage shows AI has moved beyond pilots into institutional use, with agentic systems that plan and act prompting firms to change workflows, decision rights and oversight.
  • An IBM 'AI in Action' study of about 2,000 organizations found two‑thirds of leading adopters reported revenue increases above 25% after integrating AI into operations.
  • Microsoft's Work Trend Index 2026 finds roughly 67% of AI impact is explained by organizational factors such as leadership, culture and talent practices, making maturity the key barrier to scaling value.
  • Research from IAB Brasil and Nielsen shows 88% of marketing teams use AI and report big efficiency gains, but only 43% see improved customer experience and conversion remains limited.
  • Consumers and infrastructure are straining under rapid adoption: a Branddi survey found 54% of Brazilians made purchases influenced by AI yet many cite accuracy, privacy and fraud worries while companies race to expand cloud and datacenter capacity.