Most developers do not want to be in the dashboard business. They want to ship features. EQQ lets the data team own “queries and data APIs” as a platform, so developers spend their cycles on the actual product.

The loop we want to eliminate

Create an API key in under a minute - zero controller, zero Swagger, zero boilerplate.
Create an API key in under a minute - zero controller, zero Swagger, zero boilerplate.
  1. PM: “I need a list of customers who did X in the last 7 days.”
  2. Dev: writes a controller, DTO, repo method, test.
  3. Code review, QA, deploy.
  4. PM: “can you also include Y?” → repeat.

The loop EQQ enables

  1. Data steward builds a query in EQQ. Parameterized.
  2. Every query is an API: POST /api/usequery/{id}/execute.
  3. PM edits the query directly; endpoint reflects immediately.

What developers keep

  • Type safety on the call site - generate a typed client from the query schema.
  • Auth - API keys, MFA, roles, all already there.
  • Observability - audit log, latency, row counts, out of the box.

When not to use EQQ as an API

  • Write endpoints - EQQ is query-first by design.
  • Public internet APIs - stand up a dedicated service behind EQQ as the read layer.
  • Hot-path APIs (<10ms) - keep those in your service with Redis.

For the 80% of internal APIs where a governed read-only endpoint is the actual requirement, EQQ eliminates the boilerplate entirely.

Try EQQ free. Spin up a free trial and run your first governed query today. Start Free Trial →

Key Terms

  • DTO - Data Transfer Object - a class that carries data between application layers with no business logic.
  • QA - Quality Assurance - the practice of verifying software correctness through systematic testing.