Sync runs, build calculated channels inline, and share the finding with one link.
“Sift spared us from heavy internal tool investment and unified our data management. It provides a complete stack that's intuitively accessible, plus we get an advanced, supportive team behind it, so it really wasn't a question for us.”
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Work across live panels, run comparison, high-rate review, and calculated channels in one workspace. Reach root cause in the same flow.


Drag any channel onto any panel, then sync the panels so a single cursor moves across the whole view. Zoom from a full test to a single control cycle with the context intact.
Combine multiple channels into a new signal using rolling averages, ratios, or any expression you can write. Save the calculation in the investigation so any teammate can reuse it.
Pick any event you define: touchdown, ignition, or any waypoint. Watch every run snap into alignment.
"I had a test that passed and a test that failed, the same test run two different times. I put the two runs synced up on top of each other so I could step through the telemetry and see when they started diverging and why."
"We have a flow meter with a totalizer. I wanted to subtract out the beginning-of-the-day amount to see exactly what we used that day. Being able to just quickly throw in that initial number, everything was normalized to what I wanted to look at. It's been helpful for quick looks at telemetry."
Close root-cause investigations with the evidence regulators need already in the workspace. Trusted by Reliable Robotics for FAA certification work.
Pick any event in the run (ignition, touchdown, control cycle) and overlay related runs against it. Handled in the comparison view in seconds, ready for anyone on the team.
Navigate through your subsystem and assembly hierarchy in the channel tree. Find a signal in seconds, even across thousands of channels.
Send a link that opens on the exact panel, time range, and axis limits you set, with the layout saved. Build institutional knowledge that travels with the team.