Data.co
By Data.co
Categories: Technology, Business, Management
Enterprise data and private AI, run on infrastructure you control. Connecting the systems where your data already lives, deploying open-weight models, RAG and agents behind your own walls, and governing every request — who or what asked, what data it touched, and who approved the action. Each episode takes one problem a CIO, CISO or data leader is facing — why access control can't live in the prompt, how to scope an agent's identity, what an auditor will ask for, when air-gapped beats private cloud — and works it through plainly. Other episodes tell the story behind a Data.co datagraphic: where the world's money, energy and attention actually go, with every figure sourced. Five or six minutes, one topic. Topics include private LLMs and permission-aware RAG, AI governance and policy enforcement, agent and MCP security, data classification and DLP for PHI and PII, audit logs and lineage, data sovereignty, legacy data modernization, AI in regulated industries, and data stories from the numbers. Produced by Data.co, private AI infrastructure and enterprise AI governance. Full details, services and further reading at https://data.co
1 episodes indexed on PodSearch.
Recent episodes
- Why AI Access Control Can't Live in the Prompt
Many enterprise AI deployments are quietly treating system prompts as security boundaries — and that's a governance problem waiting to surface. This episode of Data.co examines why language models are structurally unfit to enforce data permissions, and what a proper policy-enforcement architecture…
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