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Use cases

Choose the analytics path that fits the job.

Start with the problem you need to solve, then compare the evidence, operating model, and deployment path that matter for your team.

Start without an infrastructure project

Managed analytics with explicit regional choice and an open-source foundation.

Keep deployment and data choices open

Measure the outcomes that move the business

Understand AI discovery and govern agent access