Projects

Things we've built.

Real projects we built and run ourselves, the same kind of thing we can build for you.

Running now

Hardware and AI, working together every day.

Each project lists the hardware, what the AI or software does, and the result.

Information overload?

Personal life dashboard

Hardware: None needed. This one is all software.
What the AI or software does: Pulls everything in our founder’s life into one place, so what actually needs attention stands out.
Result: “It took the stress out of my day. I feel like I’m getting my life back.” — Our founder

Inbox

Email assistant

Hardware: None needed. This one is all software.
What the AI or software does: Goes through our founder’s email and surfaces what is worth acting on.
Result: In our founder’s own inbox, AI turned up thousands of dollars in refunds he never knew were waiting.

Weather satellite ground station

Hardware: A small dish, a low-noise amplifier (LNA), an SDRplay receiver, and a laptop.
What the AI or software does: SatDump decodes the live GOES-East downlink. Scheduled scripts then sort, compress, and archive the images: full-disk Earth, infrared, water vapor, and regional close-ups.
Result: A live Earth loop and an infrared time-lapse. It starts on boot, a watchdog keeps it running, and no one needs to touch it.

Flight tracking

Hardware: A 1090 MHz antenna and AirSpy receivers.
What the AI or software does: Virtual Radar Server picks up the signals aircraft broadcast and plots them.
Result: A live aircraft map.

Sensor hub on a mini PC

Hardware: SDR receivers, a LoRa mesh radio (Meshtastic), a Geiger counter, a seismograph and infrasound sensor (Raspberry Shake & Boom), and a Wi-Fi magnetometer, all on one mini PC.
What the AI or software does: Pulls every sensor into one data feed and archives it each night.
Result: One tidy feed for all of the sensors, with nightly archives.

Seismic and infrasound monitor

Hardware: The Raspberry Shake & Boom sensor.
What the AI or software does: A Python logger keeps daily archives and draws a live helicorder. It filters household noise, like door slams, out of the public charts while keeping the raw data.
Result: Clean public charts, with the full raw record still saved.

Sky quality meter

Hardware: A Unihedron SQM-LE, powered over Ethernet (PoE).
What the AI or software does: Logs how bright the night sky is and filters out daylight readings.
Result: A running log of night-sky brightness.

Personal weather stations

Hardware: Two personal weather stations, one of them on a roof.
What the AI or software does: Record local weather conditions.
Result: Weather readings from two stations.

Robotic 4K PTZ camera

Hardware: A 4K pan-tilt-zoom camera with 32x zoom.
What the AI or software does: Python scripts control it over ONVIF to take snapshots and aim it at launches and the sky.
Result: A camera that can be pointed and fired by script, no one at the controls.

GPU media workstation

Hardware: A workstation with an RTX 3090 graphics card.
What the AI or software does: Local AI transcribes, captions, enhances, and encodes video and audio right on-site.
Result: Media work gets done in-house, and nothing goes to the cloud.

AI assistant team

Hardware: Runs across the machines above.
What the AI or software does: Specialized AI assistants for satellite, flight, weather, our site, tech, writing, and accounting, plus an anomaly hunter that scans all the sensor data for unusual events. They work together on schedules.
Result: Alerts and updates get published automatically.

Experiments in progress

Experimental, unconfirmed

Meteor detection by FM radio scatter

Listening for the brief radio reflections a meteor trail can cause.

In development

AI-aimed camera tracking of aircraft

Using AI to aim the camera and follow aircraft across the sky.

Quiet, reliable, and backed up.

Every one of these runs quietly in the background, logs everything, and backs itself up nightly. We can build the same kind of thing for your business or your hobby.

Talk through an idea

Tell us what you are trying to solve.

There is no charge for an introductory consultation, and no obligation to go further.

Request a free consultation Call (321) 456-9615