What is an AI analytics platform?

This post defines an AI analytics platform as a system that uses AI agents to enable people and agents to analyze data, investigate questions, build analytical tools, and automate workflows through natural language, while maintaining governance and business context. It contrasts this with traditional BI tools, highlighting end-to-end agentic workflows, natural-language interaction, interoperability with external agents (via MCP, APIs, CLI), shared business context, and continuous improvement as key differentiators. The post also details specific capabilities such as asking questions and investigating data in natural language, building dashboards and interactive apps from prompts, and automating recurring analytical work. It emphasizes the importance of interoperability with external agents and the role of governed business context in ensuring trustworthy AI analytics.