Make it easy for teams to find where data lives, learn how to use it, and get answers—directly from chat or search—without becoming data experts.
Non-engineers need to move fast but don’t know where to start.
Tools and dashboards exist but people can’t find the right one.
New hires spend weeks learning “how we do things”.
Everyone asks the same questions in Slack.
Faster answers during escalations and exec questions.
Less time hunting through tools.
More reuse of existing dashboards, queries, and logic.