Use cases
What will you
make live?
Messages, game state, sensor readings, and live feeds. Different experiences, one delivery layer.
AI & agent infrastructure
Keep every agentic session continuous and in sync. Binary-first means streaming tokens efficiently without JSON overhead, built for the latency AI sessions demand.
- Binary-first
- Channels & Segments
- p95 32ms
Chat & messaging
Channels, segments, presence: the primitives you need. Build the chat experience you want, not the one the SDK forces on you.
- Channels & Segments
- Signed token auth
- JavaScript SDK
Financial data & trading feeds
Ordered, high-frequency delivery for price ticks, trade events, and market data. Kafka-backed sequencing with binary payloads. No JSON overhead on hot paths where milliseconds cost money.
- Binary-first
- Kafka ordering
- p95 32ms
IoT & device telemetry
High-connection-count telemetry for sensors, devices, and edge hardware. Binary payloads mean less bandwidth, less parsing, more throughput, at the scale IoT actually demands.
- Binary-first
- BYOD data export (coming soon)
- Metered billing
Live dashboards
Push metrics, alerts, and data updates to clients in real time. No polling. No stale data.
- Metered billing
- Dashboard testing
- Multi-region
Multiplayer & gaming
Low-latency delivery for game state, player actions, and presence. Segments map cleanly to rooms, lobbies, and matches.
- Channels & Segments
- p95 32ms
- Multi-region
Your next connection
Make something worth connecting.
Build your next live experience with Celeris.