UNCLASSIFIED // DEMONSTRATION PATENT PENDING

BOMBVISION

A decision support system designed by bomb techs, for bomb techs. Powered by AI, built to work in the field.

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// BOMB VISION

AI BUILT BY TECHS,
FOR TECHS

OFFLINE AI DECISION SUPPORT · INCIDENT MANAGER · LEARNING TOOL
ONE PRODUCT

PATENT PENDING
© 2026 J. RAFALSON

TIME · 2 MIN
SCROLL TO EXPLORE

IDENTIFY

CALL THE ITEM, OR CALL IT UNSURE

AI POWERED ORD ID

ORD ID works best with a tech in the loop: search tools built to help you identify unexploded ordnance (UXO) faster.

LOCKED DEMONSTRATION · NOT INTERACTIVE · REBUILT FROM THE APP'S GUIDED FLOW

TRAINED TO SEE LIKE A BOMB TECH

01 / 05 · RAW FIELD PHOTO

Field photo of a US AN-M64 500-pound general-purpose bomb on pavement, stencils legible

FIELD PHOTO IN · ONE LAPTOP · NO SIGNAL

SAM 3 OUTLINE · REAL OUTPUT

MARKINGS READ FROM THE BODY

GP500 LBAN-M64U.S. EXPLOSIVE BOMBTNTLOT 2448

CHECKED AGAINST THE LIBRARY RECORD

AN-M64 US 500-LB GP BOMB

FILLER · TNTCLASS · GP / HEORIGIN · US

SOURCE-LINKEDCAT-UXO COMMUNITY REFERENCE · MARKINGS MATCH THE RECORD

01 · RAW FIELD PHOTO

One photo, zero signal.

A clean surface find: good light, stencils legible. The favorable case, and the honest place to start. Every step after this runs on the laptop.

NO CONNECTIVITY ASSUMED

02 · SPOTTER · SAM 3

Lift it off the ground.

SAM 3, an AI that outlines objects in photos, traces the whole bomb nose to tail and hands the next step a clean crop. This overlay is real SAM 3 output on this bomb, not a drawing.

REAL SAM 3 OUTPUT

03 · CROP → READ

Read what's stenciled.

Zoom in and read the markings straight off the body: GP · 500 LB · AN-M64 · U.S. EXPLOSIVE BOMB · TNT · LOT 2448.

MARKINGS READ FROM THE BODY

04 · LIBRARY CHECK

Check it against the record.

The markings it just read are checked against the AN-M64's record in the library on the laptop. Name, explosive fill, and hazard come from the reference, not from the AI's imagination.

CHECKED AGAINST THE LIBRARY RECORD

05 · VERDICT

HUMAN IN THE LOOP

HIGH

BOMB · GP · AN-M64 · US · 500 LB · HE

SENT TO A HUMAN TO CONFIRM · WRITTEN TO THE DECISION LOG · ADVISORY ONLY

THE SUITE IS BUILT TO TAKE AS MUCH OPERATOR INPUT AS IT CAN USE, AND TO ASK FOR MORE WHEN THE EVIDENCE IS THIN.

BUILT TO WORK IN THE FIELD.

TRAINED ON THE MANUALS TECHS USE
  • NOSE PROBE · PIEZO FUZE CAPCrushed on impact, the nose tip sends the electric pulse that fires the fuze at the base.
  • HEAT OGIVE CONECovers the anti-tank charge (HEAT). The round's widest section.
  • WARHEAD→BOOM TAPERThe PG-7 family's signature step-down profile.
  • SUSTAINER · BOOM SECTIONThe rocket motor tube. Booster and fins screw on behind.
  • STABILIZER FINS · WARPED / DAMAGEDDeformed on this recovered round. The model matches on what survives, and says so.

HIGH FEATURES AGREE → ROCKET · ANTI-TANK (HEAT) · PG-7 CLASS

FOUNDER PHOTO · AERIAL BOMBS · RANGE LINE
FOUNDER PHOTO · K9 TEAM · NIGHT MOUNT
FOUNDER PHOTO · AP MINE · HAND EXCAVATION
FOUNDER PHOTO · BOMB SUIT · WALK-OUT
FOUNDER PHOTO · MORTAR ROUNDS · DEMO PREP
FOUNDER PHOTO · HOOK-AND-LINE · VEHICLE
FOUNDER PHOTO · CRATER TEAM · EXCAVATION
FOUNDER PHOTO · MINE LANE SWEEP
FOUNDER PHOTO · CALIPER READ · PROJECTILE
FOUNDER PHOTO · ROBOT DOWNRANGE · ROAD
FOUNDER PHOTO · CAR BOMB INTERIOR · SUIT ENTRY
FOUNDER PHOTO · ORDNANCE STACK · RANGE DAY
FOUNDER PHOTO · THRESHOLD CHECK · STRUCTURE
FOUNDER PHOTO · RANGE SHOT · PLUME
FOUNDER PHOTO · .50 CAL DE-ARMER LINE
FOUNDER PHOTO · HUMANITARIAN DEMINING · TRIPWIRE
FOUNDER PHOTO · MRAP · LAST LIGHT
FOUNDER PHOTO · CLOSE INSPECTION · DEVICE
FOUNDER PHOTO · CACHE SWEEP · WADI
FOUNDER PHOTO · BOMB SUIT · LOW APPROACH
FOUNDER PHOTO · DEMOLITION STACK
FOUNDER PHOTO · BOMB SUIT · AFTER THE WALK
FOUNDER PHOTO · CONTROLLED DETONATION · DUSK
FOUNDER PHOTO · HOOK ENTRY · STRUCTURE
FOUNDER PHOTO · RESPONSE CONVOY · DUST
FOUNDER PHOTO · EXCAVATED ITEM · TAGGED
FOUNDER PHOTO · TALON ROBOT · STAGED
FOUNDER PHOTO · CONTROLLED SHOT · URBAN RANGE
FOUNDER PHOTO · CAR BOMB EVIDENCE · BACK SEAT
FOUNDER PHOTO · HELO OVERWATCH

ALL IMAGERY IN THIS BAND: FOUNDER-CAPTURED, PHOTOGRAPHED BY J. RAFALSON

VERIFY

PROVE THE CALL AGAINST THE RECORD

bringing our manuals into the 21st century

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

Modernized cutaway plate of the AN-M103 A1 bomb with every component labeled
AN-M103 A1 BOMB · CUTAWAY Survives elsewhere as a smudged microfiche scan. Here, every component is named.
Modernized cutaway plate of the PROM-1 mine and its UP M61-1 inner fuze
PROM-1 · UPROM-1 FUZE · CUTAWAY The full firing chain, accurate down to the firing pin and booster.
Modernized RSP plate: PROM-1 .50 caliber de-armer attack geometry with aim point
PROM-1 · .50 CAL ATTACK GEOMETRY A disarming procedure as a measured drawing: aim point, axis, standoff.

REPRESENTATIVE DEMO: THE APP'S RECORD VIEW, REBUILT · SECTIONS ARE CLICKABLE

PROM-1

PROM-1 Bounding AP Mine

MINEORIGIN · YUGOSLAVIAFILLER · TNT
HIGH

LOADING SCAN…

FOUNDER 3D CAPTURE · DRAG TO ROTATE

DESCRIPTION

  • Cylindrical steel body, 75mm diameter by 271mm height, with the UPROM-1 pronged fuze screwed into the top. Normally buried with only the prongs exposed.
  • UPROM-1 fuze: four pressure prongs around a central spigot carrying a free-rotating tripwire ring. Up to six tripwires (~16m each) can be attached.
  • Body is internally grooved to produce a large number of high-velocity steel fragments.
  • Finish is typically olive drab with yellow stenciling (e.g. TX50 / PROM-1 / KV / serial).
HEFRAGTRIPBT

HAZARD CLASS · HE = HIGH EXPLOSIVE · FRAG · TRIPWIRE · BT = BURIED-TAMPED

1,278 RECORDS. ZERO BARS NEEDED.

Ordnance Library built to take on the go

  • EASILY ADD AN ITEM TO YOUR CURRENT INCIDENT RESPONSE
  • CURRENT LIBRARY BUILT ON OPEN SOURCE UXO CATALOGS AND BOMB VISION CURATION
  • EOD University with case studies, lessons, and more

FOUR REFERENCES. ONE RECORD. CONFLICTS SHOWN.

SOURCES MERGE INTO ONE RECORD. WHERE THEY DISAGREE, THE CONFLICT IS SHOWN, NOT HIDDEN

FIELD GUIDE
COMMUNITY DB
OPEN PORTAL
SHARED REPOSITORY

155MM HE PROJECTILE MERGED RECORD

CALIBER155 MMA
LENGTH605 MMB
WEIGHT 43.2 KG A · 42.9 KG C CONFLICT · BOTH RETAINED
FUZE WELLDEEP CAVITYD

ACTIONS ON

RUN THE RESPONSE ON THE SAME LAPTOP

RUN THE RESPONSE. LET BOMB VISION AI HELP YOU WRITE IT.

Bomb Vision incident case file overview: timeline, workflow checklist, ordnance bin, decision log, and standoff summary
SCREEN CAPTURE: INCIDENT OVERVIEW · TIMELINE · WORKFLOW · DECISION LOG · FIELD-DARK THEME
  • BLAST STANDOFF CALCULATOR
  • PRINTABLE AFTER-ACTION REPORTS
  • ORGANIZED NOTES & WARNINGS
  • STANDARD-PROCEDURE CHECKLISTS
  • ORDNANCE BIN · HUMAN SIGN-OFF
  • MEDIA & EVIDENCE CHAIN
  • TEAM ROSTER & INVENTORY
  • REPORT TEMPLATES

BOMB VISION AI

One expert-built assistant works the whole job with you: in the case file, at the bench, on the cordon.

  • THINKS LIKE A TECHTrained on EOD operations and the manuals techs learn from: a part's shape tells it what the item does.
  • GROUNDED IN TRUTHAnswers cite the publication they came from. The source is one tap away.
  • RUNS ENTIRELY ON THE LAPTOPThe model lives on the laptop: no cloud, no signal, no problem.
  • CHOOSE WHICH AI MODEL IS THE BRAINGemini, GPT-OSS, Llama, Qwen: swap them anytime in settings. Never tied to one company.

    GEMMA4:12B ● ACTIVE

    QWEN3.6:35B SWAP

    + ADD LOCAL MODEL

BOMB VISION AI

A LIVING MODEL, THINKING ON THE LAPTOP

fully customizable

MAKE IT YOURS

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

BUILT FOR SAFETY. DESIGNED FOR AUDITABILITY.

THE MOST IMPORTANT OUTPUT OF AN AI IN THIS DOMAIN IS THE ONE IT REFUSES TO GIVE

PULLS THE EXACT TEXT

Every answer shows the exact publication text behind it. Verify it against the source, word for word.

SOURCE-ATTRIBUTED · VERBATIMNEVER AI-GENERATED

PUSHES BACK WHEN UNSURE

When the evidence is weak or conflicting, it says UNSURE instead of guessing and hands the call to a human.

HIGH MED UNSURE

LOGS EVERY DECISION

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

A HUMAN CONFIRMS EVERY CALL

AI output is advisory, always. Nothing counts until a technician signs it.

AI ID · PROM-1CONFIRM, TL

ADVISORY UNTIL A HUMAN SIGNS

IN DEVELOPMENT

Owner concept art: the pixel-art Bomb Vision splash screen (bomb mark, Start Identification, Main Menu) running on a ruggedized Samsung tablet

TABLET AND PHONE APPS COMING SOON

Owner concept art: an AI-analysis X-ray panel, an IED radiograph with power sources, firing circuit, detonator, main charge, anti-charge, and anti-tampering device labeled by computer vision

AI X-RAY INTERPRETATION

3D INCIDENT-SCENE RECONSTRUCTION

ALSO EXPLORING: A FAR LARGER REFERENCE LIBRARY · SEARCH BY MEASUREMENT RANGES (BUILT, BEING WIRED IN)

FAQ

THE THINGS EVALUATORS ASK FIRST

DOES IT NEED INTERNET?

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.

WHAT HAPPENS WHEN IT CAN'T IDENTIFY SOMETHING?

It says so, on purpose. Weak or conflicting evidence comes back as UNSURE instead of a guess, goes to a human for review, and is logged. Uncertain calls are never dressed up as answers.

CAN I LOAD MY OWN PUBLICATIONS AND RECORDS?

Yes. Reference content installs as self-contained data packs. Add your unit's publications, extend or override bundled records, remove packs when the mission changes.

CAN I USE A DIFFERENT AI MODEL?

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.

IS THIS AN OPERATIONAL TOOL?

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.

WHERE DOES THE REFERENCE DATA COME FROM?

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

Jake Rafalson in uniform, seated beside a military working dog
JAKE RAFALSON, WITH A MILITARY WORKING DOG

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.