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IDC forecasts major shifts: enterprises to rely on open-source models and AI agents by 2028

IDCSource: ITHome02/11/2026, 10:51
International Data Corporation (IDC) recently released its FutureScape 2027 predictions, covering 250 forecasts across 25 research areas. The firm projects that by 2028, 60% of enterprises will operate a majority of their AI workloads on open-source models. This shift is expected to allow companies to mitigate vendor lock-in and manage costs through model routing strategies. Furthermore, IDC anticipates significant AI integration across the G2000 companies, with 60% expected to run most business processes AI-first by 2029, a substantial increase from the current 13%. By 2028, 70% of these giants are projected to possess the capability to continuously validate AI agent decisions. However, the report also highlights risks; G2000 firms lacking emergency stop switches for agents in production environments face potential increases in liability insurance premiums by 25% and double the risk of major audit exposure. In terms of workforce evolution, IDC forecasts that by 2029, 30% of entry-level and mid-level operational roles within G2000 companies will transition to positions focused on AI agent supervision and orchestration. For mid-market firms with 1,000 to 4,999 employees, approximately half are expected to see an increase in junior staff within the next 18 months, while only a 17% reduction is anticipated.
IDC forecasts major shifts: enterprises to rely on open-source models and AI agents by 2028 — lupAI