How Ingest Works

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

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
Ingest new connector chat where you paste an API documentation link and Ingest configures the connector
Step 2 · Run

Pipelines that run themselves

Every connector runs on your cadence with monitoring, retries, and volume stats in one place. Serverless infrastructure is provisioned per client, so there is nothing for your team to deploy or babysit.

Zero engineering hours on maintenance
Ingest connectors dashboard showing configured connectors with active endpoints, GB processed, and rows ingested
Step 3 · Land

Open tables with full lineage

Data lands as tables in your data warehouse or your own S3 bucket, queryable immediately from any engine. The Tables view shows every table in your warehouse and how it connects, from raw source to curated output.

Queryable data, no lock-in
Ingest tables view showing warehouse tables and lineage from source tables to curated tables
Step 4 · Transform

From tables to answers

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.

Analytics-ready tables, refreshed daily
Ingest Curation Studio showing the design, preview, accuracy, and create steps with a live preview table
Security architecture

Built into the architecture, not bolted on.

Zero passwords: OIDC-based identity federation for all service-to-service auth. Short-lived tokens only.
Vault-managed credentials: API keys resolved at runtime from encrypted secret store. Never in code or config.
Tenant isolation: Separate storage, databases, and IAM policies per client. Row-level security on control plane.
Bring your own bucket: Data stays in your AWS account. Cross-account write via IAM role.
Client dashboard

Full visibility into your pipelines, no black box.

Row counts
Real-time per table
Pipeline health
Status per connector
Schedule control
Hourly, daily, or custom
Usage & billing
Per-GB transparency

Ready to get started?

Join the waitlist and see how Ingest turns your APIs into analytics-ready tables, without the API debt.

Early Access