DataBrain vs icCube

DataBrain is an embedded analytics platform for B2B SaaS product and engineering teams. It adds multi-tenant, white-label dashboards and natural-language analytics inside a software product. Data can come from Snowflake, BigQuery, Redshift, Databricks, Postgres, spreadsheets, and web APIs. Teams define versioned, auditable metrics with a Visual Builder, Custom SQL, or AI Chat Mode. Embedding options include React, Angular, Vue, Next.js, iframes, and web components; developers can also use the npm package and REST API guest tokens. DataBrain says every query is scoped by tenant key, with row and column rules enforced at the query layer. It stores metadata while data remains in the customer’s warehouse, with data-residency options. The maker describes GDPR compliance, SOC 2 auditing, ISO 27001 certification, HIPAA readiness with optional BAA, CCPA support, AES-256 storage encryption, and SSL/TLS in transit.

icCube is an embedded analytics platform for B2B SaaS products, designed to bring analytics into a maker’s own application. It connects to relational data, IoT sources and custom connectors, with incremental loading and built-in ETL. Its in-memory dimensional model adds a semantic layer that translates raw data terms into business-friendly terms; Extended MDX supports multidimensional queries, and native Java integration is available. Teams can build printable, multi-layout dashboards with charts, tables, maps, filters, reusable gadgets and custom visualizations. JavaScript APIs enable two-way communication and parameter passing between the embedded analytics and the host application. Security can rely on the host application's authentication and authorization, alongside fine-grained cell-level roles and row-level security. The software runs on customer infrastructure or cloud, including behind firewalls, and is not a hosted solution. Pricing is paid, starting at 1950 /mo; there is no free plan, though a free trial is advertised. icCube is headquartered in Lausanne, Switzerland.