Replay historical data and subscribe to changes with at-least-once delivery. Perfect for live dashboards and real-time data enrichment.
Analyze and aggregate historical data in seconds with SQL. Great for business intelligence and ad-hoc exploration.
Fast lookups for indexed records lets you connect Beneath directly to your frontend or API, and serve requests in milliseconds.
Beneath has a first-class Python SDK, and also offers JS and React clients, REST and websocket APIs, and a CLI.
In the Beneath web console, you can browse streams and schemas, query data, monitor usage, find code snippets, and more.
Flip a switch to share access with teammates, partners, or the public. Every user gets the full Beneath toolkit, and their own free quotas to read and write data.
Say goodbye to copying data into your own systems for processing. Beneath lets everyone work on the same source of truth, which prevents inconsistent results and creates transparency around how data is used.
Define stream schemas and document fields with GraphQL or Avro. Share documented data and consume streams with predictable and enforced data types.
Get real-time usage dashboards for streams, users, organizations and services. Track read, write and scan activity and monitor for anomalies.
Create service accounts for production code with custom access permissions and usage quotas, and a dedicated usage dashboard.
Streams can have many versions, which comes in handy for batch-updated datasets and smoothly re-building derived streams.
Streams are the primitive we’re building upon to fulfill our vision. Read our vision and roadmap to learn where we’re headed.
The entire codebase for Beneath is public on GitHub, where you can also follow issues and new feature development.
We’re ready to help you get started, and would love to get your input on our future roadmap. Join our Discord or shoot us an email.
Create your first stream and take Beneath for a spin