GuardBot Inc & Maximin Management LLC

Autonomous AI Bird Deterrence.
Built on Proven Defense Technology.

Varia Robotics owns and operates 24/7 amphibious patrol robots that identify, herd, and clear Canada geese from airports, golf courses, and corporate campuses — without handlers, habituation, or take authorization.

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The Problem

A $473M wildlife-strike problem with no autonomous solution.

$473M+
Annual US aviation bird-strike damage (FAA 2024)
22,372
Wildlife strikes in 2024 — up 14% YoY
74,268
Hours of aircraft downtime from wildlife strikes
3.7–4.0M
Resident Canada geese in North America (USFWS 2025)

Why current methods fail

Propane cannons & static deterrents. Geese habituate in 3–5 days (Cummings 1995, Crop Protection).
Border collie services. $170K–$190K per site/year; night-blind; 24/7 coverage economically impossible.
Drone-based deterrence. Licensed pilots required; 5–90 min runtime; no peer-reviewed goose efficacy data.
Egg oiling & population management. Removed birds replaced by neighbors within a season; politically contested.
The Solution

A managed service, not a product sale.

The customer pays monthly. Varia Robotics owns and operates the robot 24/7. Below the cost of a dog service — with coverage a dog service structurally cannot provide.

Autonomous 24/7 Patrol

Varies patterns algorithmically to prevent habituation. Self-homes to charging dock. No handler on-site, ever.

AI Vision & Species Detection

YOLOv8 on Jetson Orin Nano — 15ms inference per frame. Chases geese; ignores raptors, songbirds, and protected species.

Amphibious All-Terrain

Follows flocks everywhere — grass, mud, gravel, ponds, retention basins. No tipping axis. IP65+ weather rated.

5G Connected Fleet Brain

Fleet-wide behavioral learning over 5G. OTA pattern updates push improvements from every site to every robot globally.

Below Dog-Service Cost

$1,200/mo vs. $3,000–$4,000/mo for border collie services — with 24/7 coverage a dog service cannot provide.

Peer-Reviewed Mechanism

Storms et al. (2022, J. Royal Society Interface): autonomous predator robot — zero detected habituation over a multi-week field trial.

Market Opportunity

Regulated, recurring, and underserved.

TAM
$2.1B
US wildlife mgmt services + $9.56B autonomous mobile robots market by 2030
SAM
$600M
US airports + golf courses + corporate campuses with documented goose problems
SOM
$720K ARR
Year-2 target — 50 sites at $1,200/mo avg (0.3% golf course penetration)
Regulatory tailwind: April 2025 Solicitor's Opinion M-37085 — non-lethal autonomous deterrence requires zero take authorization. Most permissive regulatory environment for Canada goose management in 30 years.
The Platform

Defense-grade technology entering commercial markets.

13 yrs
R&D on the RollerBot spherical platform
$10M+
Invested in hardware, IP, and manufacturing
3
US patents on spherical drive system
12 units
In GuardBot inventory — Day 1 deployment ready

Proven deployments: US Army · US Navy · Petrobras

Business Model

Two revenue streams. Software-level economics.

Stream 1 — Hardware
$35K–$45K

per unit · 57–67% gross margin · $15K verified OEM BOM · drops to $11K at 50+ units/yr

Stream 2 — SaaS Subscription
$9,600/yr

per unit · 85%+ gross margin · includes 5G, OTA updates, monitoring · compounds with every site

Why Now

An 18–24 month window to establish market leadership.

01 — Physical AI Inflection

Edge inference at $400. 5G outdoor coverage ubiquitous. The enabling stack is production-ready.

02 — No Autonomous Competitor

Zero fully autonomous, 24/7, all-weather, amphibious, AI-powered bird-deterrence systems in market today.

03 — 12-Unit Inventory

Day-1 pilots from GuardBot's existing demonstrator inventory under the OEM agreement.

04 — Regulatory Tailwind

April 2025 Opinion M-37085: non-lethal autonomous deterrence requires zero federal take authorization.

Read the full business plan.

Full financial model, GTM, cap table, and competitive landscape.