A SaaS BI solution should be simple to set up and use, with a focus on prebuilt analytic applications rather than just tools. It should provide an integrated platform with connectors, cleansing, storage and analysis capabilities as a shared multi-tenant service. Customer success is important, with high renewal rates and upsells achieved through transparency.