Ai Model Strategies

Only 6% of companies get value from AI, Forbes reports

Forbes' Sept. 16 enterprise AI coverage puts AI value at 6% of companies and points buyers toward model mixes, governance and security spend.

Enterprises are ditching frontier AI models for open-source alternatives to protect proprietary data

Futuriom's analysis of 200+ enterprise AI case studies finds the winning formula is proprietary data plus open models, not off-the-shelf frontier AI.

Enterprise AI's ROI reckoning: budget discipline, open-weight models, and industrial acquisitions are reshaping how operators deploy

Three forces are converging in enterprise AI: tighter spending controls, cheap open-weight models, and multibillion-dollar industrial deals.

Chinese open-weight AI models are capturing enterprise workloads, and U.S. compliance teams need a plan

Chinese AI models now process 29% of tokens on Vercel's production gateway at a fraction of the cost, even as House committees investigate adoption risks.

AI monetization, model efficiency, and India's infrastructure gap shape enterprise AI decisions

Earnings season is surfacing real AI revenue, models are getting leaner, and India's chip deficit is forcing a rethink of AI sovereignty strategy.

Anthropic, Microsoft, and Gartner signal a billing model reckoning for enterprise SaaS buyers

Usage-based billing is expanding fast in AI SaaS, with Anthropic and Microsoft both shifting to consumption pricing within days of each other.