Explainers
What are decision models? How they differ from generative AI and LLMs
Designed to return choices, classifications and scores rather than generated text, decision models could help enterprises build faster, more cost-efficient AI workflows. Artificial intelligence has become closely associated with systems that write emails, generate code, summarize documents and answer questions. These capabilities are powered largely by generative AI models, including large language models (LLMs). But […]
Conversations
Only 10–15% of enterprise AI pilots reach production: Zinnov CEO
Enterprises are investing in AI, but moving from experimentation to production remains a challenge. High inference costs, legacy systems and difficulty measuring productivity gains are holding back wider deployment, even as companies redirect existing technology budgets toward AI infrastructure. Pari Natarajan, CEO and co-founder of Zinnov, a management consulting and strategy advisory firm, says enterprises […]
