Lume AI

Lume AI is a fantastic tool that uses artificial intelligence to automate data mappings. This means it helps teams quickly and easily map any source data to any target format. With Lume AI, you spend less time and effort on data wrangling, making it simple to take in client data, normalize data from different systems, and build and maintain data pipelines.

Key Features

Lume AI has several amazing features:

• Generate Mapping Logic: Lume can create mapping logic in seconds. Just provide a sample of your source data and a target format, and Lume will do the rest through its API or app.

• Edit Mapping Logic: Users can review and edit the mapping logic and mapped data. Tools range from natural language to full code edits for quick and easy modifications.

• Deploy Mappers: Use the mappers reliably in your code via the Lume API or app. This allows for dependable data movement between schemas as you scale your data pipelines.

• Auto-Maintain Mappers: Lume detects changes in your schemas, notifies you, and uses AI to update the mapping logic, automating maintenance.

• Manage and Organize Mappers: Lume’s dashboard provides visibility over all mappers and live data pipelines.

• Handle Any Format: Lume supports various formats including JSON, CSV, XLS, PDF, and more. Data can be moved through the API or the app.

• Upcoming Features: Look forward to custom logic with lambda functions, custom validation rules, Python SDK, and migration support for existing mappings.

Benefits

Lume AI offers several benefits that make data management easier and more efficient. It reduces the time and effort needed for data wrangling, helping teams ingest client data, normalize data from unique systems, and build and maintain data pipelines efficiently.

Use Cases

Lume AI handles three core use cases:

• Onboarding Client Data: For a growth-stage battery analytics company, Lume reduced the time to map each customer’s sensor data from two weeks to 1.5 hours.

• Normalizing Data from Multiple Sources: For a large HR analytics platform, Lume achieved 95% mapping accuracy, saving weeks of onboarding time.

• One to Many Integrations: For an early-stage financial product startup, Lume manages ~500 live data pipelines, constantly mapping and adapting to new incoming data.

Cost/Price

Lume AI offers a free trial. Mention seeing Lume via Launch YC for a 50% discount for the first six months and a free pilot.

Funding

Lume AI is part of the Y Combinator W23 batch.

Reviews/Testimonials

Lume has successfully helped various industries, including e-commerce, insurance, manufacturing, and financial products. Clients previously allocating significant resources to manual data mapping have seen substantial time and cost savings with Lume.