Who Pays, Who Builds, Who Controls: AI's Next Chapter
TechTarget, Tuesday, August 19th, 2025
Enterprise AI shifts focus from raw capability to infrastructure costs, pricing models, and measurable outcomes.
The AI market is entering a pragmatic phase where infrastructure capital, model access, and operational discipline matter as much as technical capability.
Market data shows 57.7% of enterprise buyers prefer consumption-based or outcomes-based pricing for generative AI over per-user-per-month models, signaling demand for measurable value.
Key developments include Intel's $20 billion stock offering for 14A fab tooling, NVIDIA's DSX reference architecture, and expanding AI deployment in Malaysia and Indonesia.
Applications are evolving across Oracle's agentic HCM capabilities, Intuit's AI-native mid-market suite, and consumer hardware from Meta, Google, and Samsung. Success increasingly depends on controlling infrastructure and delivering reliable business outcomes.