STOP allowing AI Agents to access operational data directly.

🛑STOP allowing AI Agents to access operational data directly.

The multi‑agent workflows need to access data.

But will you let AI agents based on LLMs generate queries against your customer database?

Think twice.

Will all of your staff query every database or all data in your enterprise, why should AI agents?

Sure, you need to automate decisions.

…Therefore, AI Agents should be able to access data.

But you need to put guardrails and governance in place.

How? Use ✨LiveContext. That's the #contextgraphs done right for decisions.

💡It enables:
* Accessing multiple data sources
* Navigable and hierarchical context
* Controlled, governed and safe data access
* Optimized for inter-connected tables and joins
* Single view of data for decision-making scenarios

💣 Add strong retrieval, monitoring, guardrails and orchestration for multi‑agent workflows.

Read more at https://lnkd.in/gTFVaFnn 👇

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Published February 13th, 2026 at 07:30 am