The AI-native API for physical R&D
The operating layer for complex test infrastructure.
Daqstra connects your hardware, unifies your test data, and orchestrates every run — so teams in aerospace, energy, and robotics save hundreds of engineering hours between tests.
Why Daqstra
All great engineering is built on cycles of failure and discovery.
But test infrastructure is fundamentally broken. Hardware and software are fragmented and manually pieced together between every test — and engineers spend more time dealing with that than breaking new ground.
We fired rocket engines, and found out firsthand.
DAQ, PLCs, and control software that were never designed to work as one system.
Channels, calibrations, and configs stitched together by hand, again and again.
Terabytes of test data scattered across drives — and no time to learn from it before the next run.
Industries
Built for the hardest test environments
Different hardware, same broken loop between tests. Select an industry.
The platform
One system from signal to next test
Daqstra observes, reasons, and acts — with engineers in control.
Observes · reasons · acts — the loop closes back to your hardware, with engineers in control
01DAQSTRA EDGE
The interface to physical systems
Every signal live — into the system and out.
Edge connects to NI, PLCs, and custom hardware at the test stand. No vendor lock, no glue code: each channel streams into Daqstra live, and commands flow back out the same way.
02DAQSTRA HUB
Where discovery happens
All your messy test data, one place in the cloud.
Hub ingests every run — however messy — and uses AI to organize it and surface the insights engineers need before the next test. Search, compare, and trace root cause across campaigns instead of digging through drives.
PT-4 shows +2.3% drift vs runs 038–041. Recalibrate before the next fire.
03DAQSTRA API
Orchestration that closes the loop
Back to experimentation, quicker and safer.
The API lets engineers reliably orchestrate all their hardware — sequences, redlines, aborts — as code. Teams get to the next test sooner, with the whole loop under version control.
# next test, one call
run = daqstra.sequence("coldflow-018")
run.arm(valves=["MV-2", "MV-4"], daq=edge.all())
run.redline("PT-3 > 850 psi").execute()We met through our love for space exploration — and we believe you should never stop reaching for the stars when things get hard.
Ad Astra Per Daqstra
If you're building hardware that pushes the frontiers, we want to talk to you.
Talk to the founders