The Platform
The missing system layer for physical infrastructure.
Daqstra models your physical infrastructure, streams contextualized data, and enables orchestrated operations — across heterogeneous hardware, in real time.
Architecture
From fragmented hardware to a structured software layer
Daqstra sits between your physical infrastructure and every downstream consumer. One integration surface. One system model. One source of truth.
Physical Layer
Daqstra Platform
Downstream Consumers
01 — System Graph
Graph abstraction across physical systems
Daqstra maps physical systems into one executable graph: nodes for equipment and operations, edges for flow, control, and dependency. The same structure applies across test stands, process plants, and production lines.
- Versioned topology of assets, signals, and dependencies
- Unified model for control, observability, and operations
- Node-level inspection of live state and runtime context
Parallel LOX/Fuel feeds → Chamber → Nozzle → Thrust
Batch Reliability Trend
- PT403-B17: early drift at 38h median
- PT403-B16: drift at 71h median
- PT403-B15: baseline trend window
release fingerprint
2026-04-08 14:21 UTC
Show software and hardware versions
02 — Observability
Data that carries its own meaning
Most physical data loses context between capture and analysis. Daqstra preserves that context at source, so each measurement remains self-describing with units, calibration state, configuration, and provenance attached.
- Units and calibration state embedded per signal
- Campaign, configuration, and operator provenance preserved
- Cross-run analysis and anomaly detection with full context
03 — Orchestration
From monitoring to closed-loop operation
Observability tells you what is happening; orchestration lets you act on it. Daqstra executes condition-based workflows against live system state, from interlocked sequences to graph-aware AI actions, with traceability suitable for regulated engineering environments.
- Condition-triggered sequences with safety interlocks
- Closed-loop actions grounded in live context
- Full audit trail for every automated decision and command
Create interlock event and notify operator
release fingerprint
2026-04-08 14:21 UTC
Show orchestration policy bundle
Integration
Integrate with existing hardware and controls.
Daqstra is vendor-agnostic by design. We integrate with your current instruments, DAQ systems, and control hardware. No rip-and-replace. No new hardware required.
DAQ & Measurement
- National Instruments / NI PXI
- Keysight / Agilent
- HBK / HBM
- Custom USB / GPIB instruments
Protocols & Buses
- Modbus TCP / RTU
- OPC-UA
- MQTT
- CAN / CANopen
Control Systems
- PLC / DCS systems
- dSPACE / Speedgoat
- LabVIEW RT targets
- Custom embedded hardware
Downstream Tools
- MATLAB / Python
- Time-series databases
- Custom APIs (REST / WebSocket)
- AI / ML pipelines
Don't see your stack? Talk to us. We integrate with most instrumentation hardware via drivers and adapters.
Ready to see it in your environment?
We work with engineering teams to understand your stack and show you how Daqstra fits — without disrupting existing operations.