Get your entire team on the same page with a single view into how your data products are used, how they perform, and what they are costing your business.See Use Cases
You are helping the company grow by providing data to other teams, via BI tools, raw feeds, or custom data products. Your team is constantly being pulled into SQL support or warehouse administration. You are dealing with complexity: model sprawl, waste, etc. and this slows down efforts to help the company grow. You lack visibility into whether their data is actually being used / how it converts. You lack tools to budget your costs, or understand if you are exceeding your budget and why.
Your data platform must support to manage ever more data and workflows. You are exhausted by the many reactive problems you need to fix. You are being asked to reduce waste and complexity, and find ways to optimize for cost. You are constantly being pulled into fielding support tickets for SQL optimization.
You are constantly performing ad-hoc analyses and managing BI tools, and writing some ELT jobs. You want to understand which dashboards are the most popular and by which people and teams. You wish you had more visibility into performance of queries.
There are so many models and tables - it's very hard to understand the dependencies. Model sprawl makes it harder to make changes, and you want to know which models are being used and which can be deleted. You want to understand user intent, how new prepared tables are converting.