Lume

Lume is an AI-powered platform designed to automate complex customer data integrations, especially for B2B software providers working with diverse and legacy systems. It connects to legacy ERPs, databases, and other source systems, then uses AI to map, transform, and prepare data for analytics and operations. The primary purpose of Lume is to drastically reduce the time and engineering effort required to onboard new customers and maintain integrations at scale, while improving reliability and consistency of data pipelines.

Key capabilities include automated schema discovery and data mapping across heterogeneous customer systems, intelligent transformation logic generation, and automatic creation of production-ready dbt models. Lume analyzes source structures and target data models to propose mappings, transformation rules, and tests, which teams can review and refine rather than build from scratch. It generates standardized, version-controlled dbt code, enabling teams to plug into existing analytics and data engineering workflows. The platform also supports ongoing change management, helping teams adapt to evolving customer schemas without manual rework.