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Smart Boxes & Smart Bags for Overlanders

SMART GEAR
FOR THE
OBSESSED.

Smart boxes and smart bags engineered for serious overlanders — precision hardware fused with intelligent software, built to perform where it counts.

The AO Halo Apps
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What We're Building

WHAT WE'RE
BUILDING

Full reveal · 2026
Smart Bags
SMART BAGS
Intelligent soft storage with embedded tracking, modular attachment systems, and fabric engineered to outlast the journey.
Coming Soon
Kitchen Cube STATUS ONLINE 36.4142° N -117.562° W AO-BOX-MK1
Smart Boxes
KITCHEN CUBE
Modular aluminum portable kitchen engineered for vehicular and outdoor use — precision rails, built for the obsessed.
Explore
U.S. Patent Pending
ELEVATION +1 240 m · 38.4 km TRAIL INTEL 36.4142° N -117.5620° W SURFACE · HIGH CLEARANCE OFF-GRID
Agentic OS · For Business
TRAIL OS
The intelligence layer for the overlanding industry — an agentic OS automating inventory, logistics, and fleet workflows for off-road enterprises.
Explore Trail OS
Early Access
Our Philosophy

SMART BOXES.
SMART BAGS.
SMARTER TRAILS.

01
Smart by Design

Every box and bag is engineered with embedded intelligence — not as a feature add-on, but as a core design principle. Smarter storage that knows where it's been and what's inside.

02
Built to Outlast

Aircraft-grade aluminium boxes. UV-stable, high-tenacity fabric bags. Resilient embedded software. Every product is rated for years of daily abuse on the hardest tracks on earth.

03
Designed by Overlanders

We're enthusiasts who got tired of dumb storage. Every box and bag is conceived, tested, and refined on real expeditions — by people who live the problem they're solving.

Digital Twin · Point Cloud

SCANNED.
NOT GUESSED.

Every Algorithm Overland product starts as a precision 3D scan — a point-cloud digital twin that drives the engineering, the fit, and the embedded intelligence. Drag to explore the Cube as raw data.

Point Cloud · AO-BOX-MK1
Drag to rotate
The AO Halo
AO INTELLIGENCE
APPS

Five free apps orbiting your overland life — the coffee that opens your morning, the rig that carries you, the terrain beneath your tires, the knowledge that keeps you sharp, and the agent that plans the journey itself. Together they form a halo of intelligence around every mile.

LiDAR · Discovery
AO:Food

The ultimate camp kitchen sidekick. Stop guessing, start grilling, and elevate your outdoor culinary game with recipes built specifically for the open fire and the truck.

Download · App Store
LiDAR · Gear Fit
AO:RigFit

Point your camera at your truck or Jeep to get gear recommendations from an approximate 3D scan of your rig — a smart reference to guide fitment, which you should always verify before you buy or install.

Download · App Store
LiDAR · Navigation
AO:Land

Sophisticated terrain navigation built for off-road. Combines spatial scanning with route intelligence to keep you moving confidently in the backcountry.

Download · App Store
AI · Athletic Training
AO:Coach

Your private AI athletic coach. Personalized strength, endurance, and recovery programs built for the physical demands of expedition life — adapting to your fitness level and the terrain ahead.

Download · App Store
AI · Autonomous Planning
AO:Expedition

An autonomous planning agent for your crew. It initiates, optimizes, and coordinates trips on its own — weighing trip history, vehicle profiles, and each member's constraints — and you can still kick off any expedition yourself.

Download · App Store
All five AO Halo apps are free on the App Store (iOS).
Expeditions
IN THE FIELD
WITH AO

We don't just build gear — we run the kind of expeditions our gear was designed for. Limited-seat media trips and fully custom overland experiences for brands, creators, and serious adventurers.

Media & Photography
Coming Soon
AO Media Expeditions

Cinematic overland trips designed for content creation. We handle logistics, gear, and location — you focus on the shot. Small groups, serious terrain, world-class footage.

Small groups Multi-day Gear provided Remote terrain
Custom & Private
Coming Soon
Private Overland Experiences

Fully bespoke expeditions built around your route, your rig, and your goals. From brand campaigns to private group adventures — planned and led by the AO team.

Fully custom Brand-ready Any terrain Private groups

Launching later this year.
Be first to know when bookings open.

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Early Access

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EXPEDITION.

Algorithm Overland is building smart boxes and smart bags for serious overlanders — intelligent storage hardware powered by purpose-built software. Get priority access and updates straight from the build floor.

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