Skip to main content
DAQSTRA
Request Demo

Solutions

How teams use Daqstra in live operations.

Aerospace and precision manufacturing teams run Daqstra to observe systems, execute tests, and hand off trusted run evidence across programs.

Workflow

1. Prepare your test

Configure every channel and interlock in one place — walk into the test cell ready to fire, not ready to debug.

2. Execute with confidence

Run deterministic sequences with operator-safe controls so your team focuses on the test, not the tooling.

3. See what matters in real time

Surface anomalies and system-level relationships as they happen — catch drift before it costs you a run.

4. Turn data into decisions

Get ranked root-cause hypotheses, compare across campaigns, and hand off trusted evidence that accelerates your next review.

Workflow

1. Connect your equipment

Map flow meters, CNC machines, PLCs, and sensors into one unified graph — regardless of vendor or protocol.

2. Automate line sequences

Define intelligent automation across heterogeneous equipment so every station runs the same way, every shift.

3. Stream station telemetry

Observe every device in real time — catch parameter drift, interlock trips, and process anomalies before they propagate.

4. Close the loop with AI

Surface ranked anomalies, correlate signals across the line, and let the system suggest corrective action before output degrades.

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 and production lines.

CLICK A NODE TO INSPECT · SCROLL TO ZOOM · DRAG TO PAN

AI layer: anomaly ranking, policy-safe command suggestions, and release fingerprint checks

Rocket Test System · 14 nodes · 19 edges
Control Layer
Hardware Layer
Data Layer
Click a node to inspect · Scroll to zoom · Drag to pan
Select a node to inspect

02 — Deployment Case Studies

Manufacturing

In rollout

Validation and quality-gate workflows across multi-station lines

Manufacturing teams use Daqstra to unify station telemetry, run repeatable automation, and preserve release evidence for quality and program sign-off.

03 — Proof Signals

Live deployments
Aerospace and manufacturing deployment focus
Vendor-agnostic across heterogeneous hardware

Running a program we should know about?

We work with a small number of engineering teams closely. If you're running physical tests, real-time operations, or advanced R&D infrastructure — let's talk.

Request Access Browse all Daqstra stories on Medium