IT之家 On November 2, IDC (International Data Corporation) last week released its 250 FutureScape 2027 annual predictions spanning 25 research areas.
The firm noted thatenterprises will run 60% of AI workloads on open source models by 2028, and will use model routing strategies to reduce costs and hedge against vendor lock-in risks; faster-moving enterprises will be the first to resolve the problem of agent inference cost overruns.
Among the Global 2000 (G2000) companies，60% will achieve AI-first operation of the majority of their business processes by 2029, while this share is only 13% today; by 2028, 70% of these giants will have the capability to continuously validate AI agent decisions.
G2000 companies that fail to establish agent emergency stop switches in production environments will face, by 2028,25% higher liability insurance premiums and double the exposure to major audit issues. 75% of G2000 companies will include liability clauses for agent autonomous behavior in technology supply contracts by 2028.
On employment, G2000 companies will drive 30% of junior and mid-level execution roles to shift toward AI agent supervision and orchestration related roles by 2029. Among mid-market companies with 1,000 to 4,999 employees,about half expect the number of junior position employees to increase over the next 18 months, while only 17% believe it will decrease.
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