GridSense
GEMMA EDGE // NEIGHBORHOOD INTELLIGENCE
Your neighborhood's first multimodal AI warning system for power outages. Report what you see. Gemma 4 tells you what is coming.
01
CORE PROBABILITY SCAN
0
OUTAGE PROBABILITY
AWAITING SIGNALS
⚠ ELEVATED RISK DETECTED
STATUS: STANDBY
Waiting for signals. Describe what you notice — a hum, a flicker, a crew van, anything.
—
FORECAST ACCURACY
—
PREDICTIONS MADE
—
OUTAGES CONFIRMED
DID THE POWER GO OUT? — HELP GRIDSENSE LEARN
02
COMMUNITY SIGNAL INPUT
⬜ Extracting key frames from video
⬜ Analyzing brightness variance and flicker patterns
⬜ Transcribing audio — detecting transformer sounds
⬜ Fusing weather data and neighborhood memory
⬜ Running Gemma 4 multimodal analysis
01 //
POWER GOES.
YOU KNEW.
YOU KNEW.
GridSense is the first neighborhood early-warning network powered by fine-tuned Gemma 4 multimodal AI. It synthesizes what your community notices — sights, sounds, photos, video — into a calibrated outage prediction with full reasoning transparency.
1.5B
PEOPLE AFFECTED
8
CITIES TRAINED ON
800
TRAINING EXAMPLES
6
ACCURACY LAYERS
02 //
THE PROBLEM
NOBODY MEASURES
NOBODY MEASURES
1.5 billion people lose hours of work, food, money, and sleep every week to outages they were never warned about. The data exists — it lives in what your neighbors notice. Nobody had built the tool to read it.
Until now.
03 //
WHAT COMES NEXT
PHASE 1 — GRIDSENSE GEMMA EDGE (LIVE)Multimodal neighborhood intelligence. Photo, video, voice, text. Fine-tuned Gemma 4. Six accuracy layers.
PHASE 2 — SMS ACCESSThe same brain via text message for 2.6 billion people without smartphones.
PHASE 3 — UTILITY PARTNERSHIPSOfficial feeds from UMEME, Eskom, K-Electric, PG&E, Meralco amplifying community signals with authoritative grid data.
PHASE 4 — IOT GRID NODEA $15 device clipped to your breaker panel that monitors voltage signatures and feeds verified electrical data directly into the network — no typing required.
PHASE 5 — THE DATA COMMONSEvery confirmed prediction becomes training data for the next generation of grid intelligence. GridSense is not just a warning system — it is data infrastructure for the future.