OsmosisOsmosis: Diffusing lab data into intelligent infrastructure by design
Osmosis connects instruments to Kafka-native infrastructure — capturing, enriching, and streaming experimental data into the cloud. Every event is tracked, every schema enforced, every pipeline audit-ready.
Instrument Integration
Plug into any lab device — legacy or cloud-native — with edge agents that detect firmware drift, manage schema changes, and handle data at the edge.
Streaming + Compliance
Transform lab output into real-time Kafka events enriched with metadata, audit trails, and schema enforcement — ready for ELN, LIMS, or cloud-native pipelines.
AI-Native Orchestration
Osmosis doesn't just move data — it makes infrastructure decisions: when to batch, where to land, how to optimize costs. All driven by workload context and AI logic.
Activate Your Lab in Days, Not Months
Get started with prebuilt connectors, streaming ingestion, and GxP-ready compliance — no scripting required.