Enterprises must also maintain control through careful governance. DeepSeek and the fast-emerging world of agentic AI show how chaotic and fast-moving the AI landscape has become. In a world of open-source reasoning models and rapidly multiplying vendors, engineering teams will need to maintain rigorous testing, robust guardrails, and continuous monitoring.
If you can meet these needs, technologies like Deepseek will be a huge positive for all businesses by increasing competition, driving down costs, and opening new use cases that more companies can capitalize on.
Florian Douetteau is co-founder and CEO of Dataiku, the universal AI platform that provides the world’s largest companies with control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents.