How Ingest Works

From any API to analytics-ready tables. Here is what that looks like, step by step.

One platform, three layers

Connect to any data source, pipelines run & maintain themselves. Use text to turn raw data into curated tables.

01 · Connect

Managed ingestion from any API

Every connector runs on a schedule with monitoring, retries, and volume stats in one place. Serverless infrastructure is provisioned per client, and data lands where you need it.

See how pipelines run
02 · Build

A generic connector for niche APIs

No connector in the catalog? Paste an API docs link and Ingest sets it up: auth, pagination, rate limits, and schema. It tells you exactly which credentials you need, and you enter them in a secure form, never in chat.

Read the docs
03 · Transform

Curated tables, refreshed daily

Describe the table you want in plain language. Curation Studio designs it, previews a live sample, runs an accuracy check so totals are trustworthy, and keeps the table refreshed daily. Lineage back to source is always visible.

See the studio in action

From API to answers in four steps

From API to curated, queryable tables in minutes, not hours.

Step 1 · Connect

A working connector, no code

Pick a connector from the catalog, or paste an API docs link and Ingest sets one up: auth, pagination, rate limits, and schema. It tells you exactly which credentials you need, and you enter them in a secure form, never in chat.

Any API connected, even niche ones

Ready to get started?

Join the waitlist and see how Ingest builds, maintains, and shapes your pipelines and data.

Early Access