FIELD PHOTO IN · ONE LAPTOP · NO SIGNAL
SAM 3 OUTLINE · REAL OUTPUT
BOMB VISION ACCESS TERMINAL // UNCLASSIFIED · DEMONSTRATION
SYS … CLOSED DEMONSTRATION NODE
LINK … OFFLINE: NO CLOUD · NO SIGNAL · NO PROBLEM
AUTH … ACCESS PHRASE REQUIRED
// ACCESS PHRASE IS DISTRIBUTED WITH THE INVITATION
// CONTACT JRAFALSO@TEPPER.CMU.EDU
A decision support system designed by bomb techs, for bomb techs. Powered by AI, built to work in the field.
YOU ARE NOW ENTERING
// BOMB VISION
AI BUILT BY TECHS,
FOR TECHS
OFFLINE AI DECISION SUPPORT · INCIDENT MANAGER · LEARNING TOOL
ONE PRODUCT
PATENT PENDING
© 2026 J. RAFALSON
IDENTIFY
CALL THE ITEM, OR CALL IT UNSURE
ORD ID works best with a tech in the loop: search tools built to help you identify unexploded ordnance (UXO) faster.
Watch one photo become a confident call, and a second one become an honest UNSURE.
SCANS FOR ORDNANCE ITEMS
PHOTO IN
FIELD PHOTO IN · ONE LAPTOP · NO SIGNAL
SAM 3 OUTLINE · REAL OUTPUT
FIELD PHOTO IN · ONE LAPTOP · NO SIGNAL
SAM 3 OUTLINE · REAL OUTPUT
WHAT IT'S DOING
Takes in one photo. Everything after this runs on the laptop.
WHAT IT FOUND
A clean surface find · good light · stencils legible
THE SUITE IS BUILT TO TAKE AS MUCH OPERATOR INPUT AS IT CAN USE, AND TO ASK FOR MORE WHEN THE EVIDENCE IS THIN.
HIGH FEATURES AGREE → ROCKET · ANTI-TANK (HEAT) · PG-7 CLASS






























ALL IMAGERY IN THIS BAND: FOUNDER-CAPTURED, PHOTOGRAPHED BY J. RAFALSON
VERIFY
PROVE THE CALL AGAINST THE RECORD
BEFORE: BLURRY MICROFICHE-ERA LINE DRAWINGS → AFTER: REDRAWN FROM THE ORIGINAL MANUALS. SAME INFORMATION, BUILT TO BE READ ON A SCREEN, AND CONFIRMED ACCURATE BY A TECH



REPRESENTATIVE DEMO: THE APP'S RECORD VIEW, REBUILT · SECTIONS ARE CLICKABLE
PROM-1
PROM-1 Bounding AP Mine
LOADING SCAN…
DESCRIPTION
HAZARD CLASS · HE = HIGH EXPLOSIVE · FRAG · TRIPWIRE · BT = BURIED-TAMPED
DIAMETER
75mm
LENGTH
0.271m
WEIGHT
2.70kg
FILLER
TNT 0.42kg
FUZE
UPROM-1 combination pressure/tripwire, 9kg pressure or 3kg pull on TPW
LETHAL RADIUS
50m
FRAG RADIUS
100m+ (internally grooved steel body)
VARIANTS
PROM-2, PROM-KD (reported), VPROM-1 (training)
FOUND IN
Albania, Angola, Bosnia/Herzegovina, Croatia, Eritrea, Iran, Iraq, Kosovo, Kurdistan (Iraq), Mozambique, Namibia, Yugoslavia
PUB REFERENCE, NOT A TASKING. VERIFY AGAINST CURRENT DIRECTIVES BEFORE USE.
VERBATIM · SOURCE-LINKEDVERIFY AGAINST SOURCE ↗
PUBLICATION REFS: CAT-UXO PROM-1 RECORD · RECORD DATA: CAT-UXO COMMUNITY REFERENCE (CAT-UXO.COM) · FOUND-IN: CORD / ORDATA.INFO (GICHD), USED WITH PERMISSION · 3D SCAN: BOMB VISION ORIGINAL CAPTURE, J. RAFALSON
Ordnance Library built to take on the go
SOURCES MERGE INTO ONE RECORD. WHERE THEY DISAGREE, THE CONFLICT IS SHOWN, NOT HIDDEN
155MM HE PROJECTILE MERGED RECORD
ACTIONS ON
RUN THE RESPONSE ON THE SAME LAPTOP
One expert-built assistant works the whole job with you: in the case file, at the bench, on the cordon.
GEMMA4:12B ● ACTIVE
QWEN3.6:35B SWAP
+ ADD LOCAL MODEL
BOMB VISION AI
A LIVING MODEL, THINKING ON THE LAPTOP
Customize your incident templates, team roster, and which library packs are installed on the laptop.
BASE LIBRARY · 1,278 RECORDSBUNDLED
UNIT PUBLICATIONS✓ ON DEVICE · REMOVE
EOD UNIVERSITY · TRAINING PACKINSTALL · 0.8 GB
THE MOST IMPORTANT OUTPUT OF AN AI IN THIS DOMAIN IS THE ONE IT REFUSES TO GIVE
Every answer shows the exact publication text behind it. Verify it against the source, word for word.
When the evidence is weak or conflicting, it says UNSURE instead of guessing and hands the call to a human.
Every call, confirmation, and correction is written to the decision log. Nothing disappears.
14:38 ITEM ID ACCEPTED, OP2
STRUCK 14:41, RECORD RETAINED
14:41 ID RETURNED TO REVIEW, TL
AI output is advisory, always. Nothing counts until a technician signs it.
AI ID · PROM-1CONFIRM, TL
ADVISORY UNTIL A HUMAN SIGNS
ALSO EXPLORING: A FAR LARGER REFERENCE LIBRARY · SEARCH BY MEASUREMENT RANGES (BUILT, BEING WIRED IN)
THE THINGS EVALUATORS ASK FIRST
No. The AI, the library, and the procedures all run on one laptop, built for places with no signal at all. Optional extras like live map tiles and web fonts use the network when it's available; the core tool never needs it.
Yes. Swap the AI model in settings or bring your own. Either way it runs on the laptop: no cloud, never tied to one company.
No. This is a demonstration prototype, evaluated on a limited held-out test set: photos the AI never saw during training. Further training and validation are required before any operational use.
Community and institutional sources, used with attribution and permission. Every value in the record keeps a link to the source it came from.
ABOUT THE FOUNDER
Jake Rafalson is a Carnegie Mellon STEM MBA graduate and a retired Army veteran who spent nine years as an Explosive Ordnance Disposal Officer, including a combat deployment to Afghanistan and three humanitarian demining missions to Africa.
He is passionate about tech, AI, robotics, aerospace, and humanitarian endeavors. In his free time he is a professional photographer (every field photograph on this page is his), an avid reader, a nature enthusiast, and an animal lover.
MISSION · NOT FOR SALE
Bomb Vision is not for sale. It was built for the public good, so EOD technicians and humanitarian deminers work faster and come home. No license fee, no paywall, no lock-in. If that's your fight, reach out. Evaluate it, challenge it, help build it.