We embed Knowi dashboards directly into our SaaS product, and the biggest win for us is that Knowi queries our datastores natively—MongoDB alongside our SQL databases—without forcing us to move anything into a proprietary warehouse first. There’s no ETL pipeline to build or babysit. Knowi connects straight to the raw datastores, and we can join and blend NoSQL and SQL data on the fly into a single dataset. That alone eliminated an entire category of engineering work we used to do just to get data “BI-ready.” The semantic layer is what ties everything together: we define our datasets once, and every dashboard, report, and natural-language question resolves against the same definitions. As a result, our customers see consistent numbers no matter how they ask. Over the last year, the AI capabilities have become a real differentiator. The agentic chat lets us (and our customers) ask questions in plain English, and the agents can go beyond answering—they can build charts, dashboards, and alerts from a prompt. Knowi also ships as an MCP server, so our team can work with our analytics from AI tools we already use. Most importantly for us, these AI capabilities are embeddable: we’re currently deploying ask-your-data functionality to our own customers inside our product, with our agents talking to Knowi agents.

Excellent data centre, and very easy to implement and work with. Knowi keeps us updated daily on our KPIs across the company. The Knowi team is knowledgeable and extremely helpful.

I use Knowi to dashboard ecommerce performance, and it's great because I no longer need to manage manual CSVs across multiple platforms. The dashboarding features are intuitive, making my data easy to consume, saving me a ton of time. I also like the onboarding and support teams—they're always ready to help, especially for API-specific challenges. Onboarding helps me learn the platform quickly, and the support team is prompt in problem-solving any issues, which means I can unblock my progress within a day. Once the API setup and dashboard is running, it doesn't take much maintenance, and it's easy to share. Plus, embedding into Notion automates a ton of reporting, which is a game changer.