SignalTrace

Turn sensor data into an investigation you can verify

1 follower

Turn sensor data into an investigation you can verify

1 follower

Investigate changes across sensor channels. Import a CSV locally, locate abrupt shifts, compare timing and missing samples, then export a readable report with source-row evidence. Built with GPT-6 Astra. Try synthetic examples without signing up.

Free

Launch tags:Data Visualization•OpenAI Day

Launch Team

AWS Startup AdvisorPersonalized AWS guidance that meets you where you’re already building

Promoted

OpenAI

GPT-6 Astra Challenge

How did Astra change the scope or ambition of what you built?

Maker

Astra helped me turn a monitoring-project starting point into a standalone, publicly usable investigation tool. The ambition grew from showing sensor curves to a complete workflow: import a non-sensitive CSV locally, compare multiple channels, locate changes and missing samples, trace findings to original source rows, and export a readable report plus evidence. Astra assisted with implementation, synthetic scenarios, interface design, debugging, and deployment. I could ship a browser-only demo without requiring visitors to install the original backend or expose private monitoring data. The shipped analysis uses transparent, adjustable rules; Astra was the development collaborator, not a claimed live diagnosis service.

Report

2mo ago

Maker

📌

I built SignalTrace with GPT-6 Astra around a problem from monitoring work: spotting a strange curve is easy; showing exactly what supports your interpretation takes more effort. Start with a synthetic case or import your own non-sensitive CSV. Compare channels on one timeline, locate abrupt changes, inspect missing samples, and take away both a readable investigation and the supporting records. The CSV stays in your browser. Analysis uses visible, adjustable rules. Astra helped build the application; this version does not claim live AI diagnosis or field-validated safety decisions. Try a single-channel change, then a shared event. Or change the example CSV and see whether the investigation changes. What evidence would you want before acting on a signal anomaly?

Report

2mo ago

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