Lume AI — Automate Data Mapping & Ingestion

Lume AI is an automated data mapping and transformation platform for engineering and product teams

Lume AI is an AI-powered data mapping platform that automates the process of transforming source data into any target schema. This tool is built specifically for product teams and engineers who need to manage complex data ingestions without writing manual transformation code for every new client or source. By leveraging large language models, the platform identifies relationships between disparate data fields to ensure accurate mapping and validation in real-time. Business owners can use Lume AI to drastically reduce the time spent on technical onboarding and custom integration projects. The system handles the heavy lifting of cleaning and validating incoming records, which prevents corrupt data from entering your production environment. Users can manage their entire data pipeline through a centralized dashboard, providing clear visibility into the health of every integration. When searching for reliable infrastructure on surfai.app, businesses often prioritize security and scalability for their data workflows. Lume AI addresses these needs with SOC 2 compliance and an enterprise-grade architecture that supports high-volume data processing. The platform also offers a customizable UI, allowing teams to build white-labeled ingestion flows directly within their own applications. Pricing for this platform is tailored to enterprise requirements, with custom plans available based on data volume and specific integration needs for 2026.

Specifications

Pricingenterprise
IntegrationsPostgreSQL, Snowflake, Salesforce, BigQuery, AWS S3, Zapier
Best forengineers, product-managers, data-architects, saas-founders
Website status checked2026-10-23T06:01:09.429+00:00

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