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The AI-native orchestration layer for physical R&D

The intelligence layer for physical test programs.

Execute with confidence. Surface decisions from every run.

For aerospace and other hardware-intensive teams
Test footage · SEDS UCSD × Dispatch (YC)

What Teams Gain

Test faster, and faster.

Existing tools need manual stitching just to run and analyze a single test. Daqstra gives you one system that you can understand.

Minutes between tests, not hours

Channels, calibration, and configuration carry forward between runs — no rebuilding from scratch every time.

Verified behavior on every release

Each run produces a traceable record — measurements, configuration state, and outcomes. Program and quality teams approve decisions on complete evidence, not reconstructed data.

Root cause in hours, not days

Anomalies trace directly to what changed — channel drift, configuration delta, execution sequence. Isolate the cause before the next test window closes.

The Platform

One layer. Across your entire physical infrastructure.

Physical Layer

Sensors & Transducers DAQ Instruments Control Systems Test Equipment

Daqstra Platform

System Graph Observability Engine Orchestration Runtime Integration APIs

Downstream

Analysis & Reporting AI / ML Pipelines Real-time Decisions Agentic Workflows

Core Capabilities

From raw signals to intelligent systems

System Graph

Infrastructure-as-code for physical systems

Model your devices, sensors, signals, and configurations as versioned, reusable software assets. Know what's connected, how it's configured, and how it's changed — across every test campaign and hardware revision.

Explore System Modeling

Observability

Data that carries its own meaning

Every measurement Daqstra streams includes units, calibration state, test configuration, and full provenance — self-describing from capture to analysis. Query, compare, and debug with certainty across campaigns.

Explore Observability

Orchestration

From monitoring to closed-loop operation

Daqstra agents configure systems, monitor operations, analyze failures, and help generate the next safe test sequence — with an engineer in the loop.

Explore Orchestration
Aerospace First deployment domain
Multi-vendor Heterogeneous hardware stack unified
Live campaigns Production deployments

Why We Built This

Built from real test environments.
Not from slides.

The Daqstra team comes from live test programs — engine test cells, aerospace ground systems, and high-speed data acquisition campaigns where existing tools failed in production. We built Daqstra because we needed it ourselves.

  • Validated in live aerospace propulsion test campaigns
  • Built by engineers who ran the tests
  • Deployed across heterogeneous hardware stacks
  • External partner campaigns supported from day one
"We ran the tests. We hit the limits. We know exactly what breaks at 2 AM the day before a static fire. We built Daqstra on this foundation."
Ishan Duriseti, Co-founder — from aerospace propulsion test operations

Case Study

Aerospace · Heat Shield Testing All case studies

How a university rocketry team ran an industry-standard test for a YC-backed startup

SEDS UCSD used Daqstra to run a full static fire campaign for Dispatch — a Y Combinator–backed company developing thermal protection systems. Daqstra handled sensor orchestration, valve sequencing, and contextualised data logging throughout. When an alcohol fire damaged hardware mid-campaign, preserved data enabled root-cause analysis within hours and the team rebuilt and retested on schedule.

Industry-standard Test procedures delivered by a student team
Root cause in hours Post-incident analysis from preserved data
YC partner First live deployment with an external customer
Read the full story

Programs exploring Daqstra

Early conversations in progress.

Get more output from every
test and every team.

If your organization runs critical hardware programs, Daqstra helps you execute faster, decide sooner, and carry trusted context into every next run.