AI assistants get business numbers wrong when they have to guess what your terms mean. Here is what a semantic layer holds, how an assistant should use it, and where to start.
Customer records that do not match. Departments that count revenue their own way. Tables nobody owns. Train a model on that and it learns the mess.
So we fix the data first. Once your data is in context, with matched records and a clear owner for each source, the reports and models built on it give answers people act on.
By clicking “Accept All Cookies”, you agree to the storing of cookies on your device to enhance site navigation, analyze site usage, and assist in our marketing efforts. We also count page views with Cloudflare Web Analytics, which uses no cookies and stores nothing on your device. Cookie PolicyYour browser sent a Global Privacy Control signal. Marketing cookies stay off whichever option you choose.