By 2025, AI will expand from pilot programs to enterprise-wide deployments, with generative AI leading the charge. Many companies are already seeing significant ROI, prompting widespread adoption and integration into software products. Alongside this growth, new AI types are emerging, such as agentic, multi-modal, reasoning, and open-source AI. Multi-modal routing, which uses multiple large language models (LLMs) for different tasks, is gaining traction as businesses aim to reduce risks, improve performance, and avoid vendor lock-in.
CIO: 12 AI predictions for 2025
Suggested news release
Built In: The future of AI depends on solving this problem — and it’s not compute
CIO: 10 AI predictions for 2026
Forbes: Smaller, nimbler, smarter: AI taking paths of least resistance