Unified mission control and data review for hardware operations
Next generation engineering teams build and operate the world's most advanced hardware using Synnax. One platform for real-time data acquisition, hardware control, visualization, and analysis.
2 -> Visualize & Operate
See everything, control anything
Build real-time dashboards, plot live telemetry, and command your hardware from a single, unified console.
2.1 -> Schematics
Your system, at a glance
Build interactive schematics that reflect live system state. Drag valves, sensors, and actuators onto a canvas and bind them directly to your hardware channels. No programming required.
Learn More →2.2 -> Line Plots
Millions of points, zero lag
Plot millions of points of live and historical telemetry with sub-millisecond precision. Pan, zoom, and annotate without dropping a frame.
Learn More → Line Plot
Measure
3 -> Automate & Control
Close the loop on hardware automation
Synnax unifies test automation and production control into a single platform. Write reactive sequences, deploy to real-time hardware, and transition between automated and manual operation seamlessly.
3.1 -> The Arc Language
Write sequences, not boilerplate
Arc is a reactive programming language purpose-built for hardware automation. Define control sequences, manage authority, and orchestrate your entire system in a few lines of code.
Learn More →sequence main {
stage press {
1 -> press_vlv_cmd,
press_pt > 500 => maintain
}
stage maintain {
0 -> press_vlv_cmd,
wait{duration=5s} => vent
}
stage vent {
1 -> vent_vlv_cmd,
press_pt < 10 => complete
}
stage complete {
0 -> vent_vlv_cmd,
0 -> press_vlv_cmd
}
}3.2 -> Production Ready
Built for the Systems That Matter Most
Arc eliminates the most common sources of automation failures. Develop on your laptop, deploy to real-time hardware, and think in procedures, not programs.
Predictable Execution
Every cycle runs the same way, every time. Consistent behavior from bench test to production at rates up to 5 kHz.
Seamless Control Handoff
Operators take manual control without interrupting automation. Emergency overrides take priority instantly.
4 -> Store, Organize, Review
Understand what happened, and why
Review test data, compare runs side-by-side, and drill into anomalies without ever leaving the platform.
4.1 -> Storage Engine
The only deeply integrated control system and database engine
Permanently store and organize kilohertz-rate data from thousands of channels with read and write speeds exceeding 10 million samples per second.
See the benchmarks → press_pt_001
tc_inlet_temp
flow_valve_cmd
load_cell_z
accel_x
strain_gauge_03
vent_vlv_state
chamber_press
ox_tank_level
igniter_cmd
thrust_main
fuel_temp_02
gps_lat
servo_pos_y
batt_voltage
imu_gyro_z
rcs_valve_04
cabin_press
motor_rpm
helium_reg_press
pyrometer_01
tank_press_ox
tvc_pitch_cmd
prop_flow_rate
vibration_rms
ox_injector_t
gn2_reg_press
4.2 -> Organize with Ranges
Name it, tag it, find it later
Mark test runs, events, and anomalies as named time ranges. Attach metadata, label and nest them into hierarchies, and build an audit trail that makes every data point traceable.
Learn about ranges → Explorer
Range
5 -> Stream & Process
Process data at the speed it arrives
Build real-time data pipelines that transform, aggregate, and alert on live telemetry. No infrastructure to deploy.
5.1 -> Calculated Channels
Sensor voting in 10 lines, not 10 services
Attach Arc expressions to channels and Synnax evaluates them on every sample, whether live or historical. Stateful variables, vector math, and reactive execution replace entire processing pipelines.
Learn More →fahrenheit := celsius * 9 / 5 + 32
return fahrenheit5.2 -> Alarms
Define alarms visually, monitor everything at a glance
Build alarm logic with a visual node editor. Wire sources, conditions, and actions together without writing code. A unified status bar surfaces every alarm, device, and system health indicator in one place.
Learn More → Alarm Editor
6 -> Device Integrations
Plug in your hardware, start streaming
Synnax ships with native drivers for the most popular data acquisition and control hardware, and a setup workflow that gets you from unboxing to streaming in minutes.
6.1 -> Supported Hardware
Works with your
existing
hardware
Native drivers for industry-standard protocols and vendors. If your device speaks OPC UA, Modbus, or EtherCAT, Synnax connects to it out of the box.
+ Custom
6.2 -> Getting Started
Streaming in three steps
Connect your hardware, configure your channels, and start acquiring data. No custom driver code, no middleware, no separate data historian.
7 -> Extend with SDKs
Build on the platform
Use Synnax as a framework to build advanced industrial systems. Connect AI models, embed real-time processing, and interface with external controllers through native client libraries in Python, TypeScript, and C++.
Stream
import synnax as sy
client = sy.Synnax()
with client.open_streamer(
["temperature", "pressure"],
) as s:
for frame in s:
print(frame)Write
import synnax as sy
client = sy.Synnax()
with client.open_writer(
sy.TimeStamp.now(),
["time", "sensor"],
) as w:
w.write({
"time": sy.TimeStamp.now(),
"sensor": 25.3,
})
w.commit()Read
import synnax as sy
client = sy.Synnax()
data = client.read(
sy.TimeRange(start, end),
["temperature", "pressure"],
)
print(data.to_df())