TAM · Total Addressable Market
$9B
Humanitarian mine action, explosive ordnance disposal robotics, remote excavation, and reconstruction safety tooling.
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PAZUZU AIRVAC-AI
🏆
Brave1 & Minesight Innovation Challenge · Semi-Finalist
UKRAINE DUAL-USE REVIEW
Recognized by Brave1 Defense Cluster & Minesight Innovation Challenge
⚙️
HUMANITARIAN DEMINING · BRAVE1 & MINESIGHT INNOVATION CHALLENGE SEMI-FINALIST 2025
Intelligent Pneumatic Micro-Excavation · AI-Guided Safety Control · Autonomous Mine Detection
A fast, field-oriented autonomous micro-excavation concept for humanitarian demining. PAZUZU fuses proprietary high-pressure pneumatic excavation with real-time AI vision — targeting a reduction in landmine exposure time from hours to under 3 minutes in controlled validation while keeping operators at a safe standoff distance.
<3 min
Excavation Cycle
200 m+
Safe Standoff
<1%
Failure Rate
Real-Time
AI Inference
5–10×
Faster Than Manual
// Mission Context
110 Million Landmines. 60 Countries. One Focus.
Manual demining is lethal, slow, and unscalable. At current rates it would take 1,100 years to clear existing minefields. PAZUZU targets better economics: a single remote toolhead can reduce manual exposure in hazardous positions while aiming to lower cost-per-mine from $300–1,000 to under $60.
🛡️
Reduced Human Exposure
Operators
command from 200 m — AI and hardware failsafes are designed to reduce forward-position exposure.
⚡
Cycle-Time Reduction
3-minute
excavation cycle at 20 cm depth. 8 hours of field operations per battery
charge.
🧠
AI-Paranoid Safety
Multi-layer
hardware failsafe: ToF proximity + AI anomaly + Rust real-time watchdog at
100 Hz.
// Core Systems
Four Subsystems. One Decisive Advantage.
Proprietary engineering at every layer — purpose-built for demining environments where failure is not an option.
Pneumatic Excavation System
High-Pressure Air Array · Cyclone VacuumA proprietary multi-nozzle radial air array delivers precision directional bursts at high pressure. A parallel industrial-grade cyclone vacuum captures soil in real time. Zone-controlled solenoids allow the AI to transition seamlessly between macro excavation and delicate micro-exposure phases — without halting the cycle.
Dual-Phase
Pressure Modes
Pressure Modes
Industrial
Vacuum Rating
Vacuum Rating
AI-Adaptive
Pressure Control
Pressure Control
AI Vision Engine
Edge NPU · Real-Time Detection · Self-Cleaning OpticsA compact edge AI model runs natively on dedicated NPU hardware at real-time frame rates with zero CPU overhead. A global-shutter primary camera eliminates motion blur during vibration. Automatic lens self-cleaning maintains continuous visibility in field dust, mud, and extreme weather conditions.
Real-Time
NPU Inference
NPU Inference
Edge-Only
No Cloud Required
No Cloud Required
<100 ms
Detection Latency
Detection Latency
Rust Safety Controller
High-Frequency Watchdog · Multi-Layer FailsafeA memory-safe Rust real-time control loop with deterministic latency runs independent safety checks at high frequency: proximity floor detection, AI inference timeout monitoring, and hardware watchdog heartbeat. Any violation triggers a hardware relay that physically cuts power — no software override possible.
High-Freq
Safety Loop
Safety Loop
Hardware
E-Stop Relay
E-Stop Relay
Rust
Zero Undefined Behavior
Zero Undefined Behavior
Precision Positioning
3-Axis Control · Extended Stroke · GPS MappingFull 3-axis toolhead control with extended vertical stroke, 360° pan, and tilt servos. Multi-zone ToF depth sensor provides real-time subsurface profiling. GPS logging builds an MGRS-compatible minefield clearance map as the robot operates — enabling tamper-proof UN certification evidence chains.
3-Axis
Full Toolhead Control
Full Toolhead Control
Multi-Zone
ToF Depth Map
ToF Depth Map
±5 mm
Position Accuracy
Position Accuracy
// Autonomous Workflow
Excavation State Machine
Six deterministic states. Every transition verified by hardware before it executes.
🏁
IDLE
Awaiting Operator
📍
POSITIONING
GPS Navigation
💨
MACRO EXCAVATION
150 PSI · Fast Removal
🔍
AI TRIGGERED
Object Detected — Pause
🌿
MICRO EXCAVATION
80 PSI · Careful Exposure
✅
COMPLETE
Object Fully Exposed
EmergencyStop can be triggered from any state — by proximity violation, AI inference timeout, watchdog failure, or operator E-stop. Hardware GPIO relay cuts all pneumatic and actuator power within 15 ms. Only manual operator confirmation re-arms the system.
// Architecture
Five-Layer Intelligence Stack
From raw sensor data to operator command — every layer hardened for field environments.
Layer 5 · Operator Interface
Field Ground Control Station
Real-time multi-camera HD video · Redundant telemetry link
(10 Hz) · Hardware E-stop · AI confidence overlay · System health dashboard
Encrypted Telemetry Protocol · Dual-Band Redundant Radio Link
Layer 4 · Automation
Excavation State Machine
Adaptive pressure control · Soil-type adaptation · Self-cleaning
trigger logic · Tamper-proof mission logging · OTA firmware update
Async IPC · Memory-Safe System Boundary
Layer 3 · Intelligence (CRITICAL PATH)
Edge AI Detection · Sensor Fusion · Safety Watchdog
Real-time NPU inference · Multi-sensor fusion (ToF + IMU + Vision)
· Rust memory-safe safety watchdog · Multi-threaded async runtime
Hardened Physical Interface Layer · Pneumatic Bus
Layer 2 · Control Firmware
Real-Time Safety MCU · Actuator Control
High-frequency valve control · Servo position loops · Encoder
feedback · Hardware E-stop relay · Thermal monitoring
Physical interfaces — Digital Bus · GPIO · Pneumatic
Layer 1 · Physical Hardware
Smart Toolhead Module · Tracked Platform Integration
Compact toolhead form factor · ISO 15143-3 mount compatible ·
Pneumatic Array + Cyclone Vacuum + Vision + Positioning · High-Density Battery · IP65
// System Specification
Smart Toolhead Performance Profile
Every subsystem rated for field deployment — from Arctic winters to desert dust storms.
| Subsystem | Classification | Key Performance |
|---|---|---|
| AI Compute | Dedicated Edge NPU (████████ Classified) · High-Bandwidth Memory | Real-Time Inference |
| Safety MCU | Hardened Real-Time Controller (████████ Classified) · Redundant I/O | <15 ms Valve Response |
| Pneumatic Source | Industrial Oil-Free Compressor (████████ Classified) · Low-Noise | High-Pressure Sustained Output |
| Vacuum System | Industrial High-CFM Cyclone Motor (████████ Classified) · Multi-Stage | Industrial Suction Rating |
| Vision System | Global-Shutter Camera (████████ Classified) · Pan-Tilt Mount · Self-Cleaning | Vibration-Immune Imaging |
| Depth Sensing | Multi-Zone ToF Array (████████ Classified) · High-Resolution Depth Map | ±5 mm Precision |
| Linear Actuator | Industrial-Grade Vertical Drive (████████ Classified) · High-Force | Extended Stroke · 1000 N |
| Power Architecture | High-Density LiFePO4 Module (████████ Classified) · Multi-Rail DC Distribution | 1.8 kW Peak · 8h Runtime |
| Navigation | Multi-Constellation GNSS Receiver (████████ Classified) · High-Update Rate | Sub-3m CEP Accuracy |
| Enclosure | IP65 Shielded Enclosure (████████ Classified) · Shock-Isolated · Active Cooling | Compact Form Factor · 45 kg |
// Safety Architecture
Paranoid By Design
Seven independent safety layers. Any single failure triggers immediate hardware E-stop — no software in the critical path.
I
ToF Proximity Floor
Hardware Sensor · 100 Hz64-zone Time-of-Flight sensor monitors minimum clearance across all excavation zones. Any reading below 50 mm triggers immediate E-stop regardless of operator command.
II
AI Inference Watchdog
Rust Real-Time · 100 HzIf neural object detection inference latency exceeds 100 ms, the safety controller treats it as a blind system and halts all pneumatic output until AI resumes.
III
Hardware Heartbeat Relay
Physical GPIO · 500 ms timeoutThe Rust core toggles a GPIO pin every 500 ms. A hardware relay with independent 555-timer watchdog cuts power if the heartbeat is missed — protecting against software lockups and kernel panics.
IV
Thermal Cutoffs
Classified IC · 4 SensorsIndependent temperature sensors on compressor, vacuum motor, compute module, and battery. Warning at 75°C, automatic shutdown at 85°C — hardware enforced, no software bypass.
// Safety Coverage Analysis
// Emergency Stop Timeline
Trigger detected
0 ms
GPIO relay fires
<2 ms
Solenoid valves close
<15 ms
MAVLink alert sent
<50 ms
All actuators halted
<100 ms
// Business Model
We Sell the Brain, Not the Body
Platform-agnostic toolhead: one product, any tracked platform, global institutional deployment.
CORE PRODUCT
Smart Toolhead Module
The AI-powered pneumatic toolhead is our proprietary product. It mounts on any ISO 15143-3 compatible commercial tracked platform. Customers provide the mobility base — we provide the intelligence layer.
TARGET MARKET
Institutional Procurement
Designed for institutional buyers: UN demining agencies, qualified EOD and humanitarian operators, national humanitarian demining programs, and NGOs operating in post-conflict zones across 60+ affected countries.
TIMELINE
Field Trials: H1 2027
Hardware architecture defined, AI vision stack benchmarked, and Brave1 & MineSight Innovation Challenge semi-finalist recognition secured in 2025. H1 2027 is reserved for controlled field-trial conversations with qualified demining agencies, humanitarian operators, and technical partners.
HEAVY PLATFORM
Industrial Remote Excavator
750+ kg payload capacity · 4–6 hr field runtime. Proven reliability with global service network. Ideal for large-scale UN clearance programs.
FIELD PLATFORM
Custom Electric Tracked Base
Compact form factor · 100 kg payload · 3–4 hr runtime. Electric drive. Field-serviceable with standard parts. Optimized for cost-sensitive deployments.
RAPID DEPLOYMENT
Lightweight Tracked Platform
Compact & ultra-portable · 2–3 hr runtime. Lightweight toolhead variant. Vehicle-deployable. Ideal for rapid assessment missions.
// Technology Foundation
Built on Battle-Tested Proven Technologies
Systems / Firmware
Rust (Memory-Safe)
Async Runtime
Embedded C++
RT-PREEMPT Linux
Real-Time OS
Encrypted Telemetry
AI / Perception
Edge Object Detection
NPU Acceleration
Computer Vision
Sensor Fusion
Proprietary Training Data
Operator / Comms
Field GCS UI
Telemetry Protocol
HD Video Stream
Mission Logging
Dual-Band Radio
// Ecosystem Position
PAZUZU in the Forneus Stack
PAZUZU is Forneus Technologies' humanitarian demining hardware option — bridging AI-driven robotics with the company's existing secure software infrastructure.
PAZUZU → GARM
Mission logs, GPS minefield maps, and AI inference records are cryptographically sealed in GARM's Neural Vault — ensuring tamper-proof evidence chains for UN clearance certification.
PAZUZU → AUTHENTICATOR
Operator identity verification before system arm. Biometric + device attestation prevents unauthorized activation in forward field conditions. Hardware-bound session tokens.
PAZUZU → ELIGOS
Real-time telemetry feeds into ELIGOS intelligence pipelines — enabling predictive terrain analysis, minefield density modeling, and automated mission planning for subsequent sorties.
// External Validation
Recognized by Demining Innovation Reviewers
Semi-finalist review provides an external diligence signal, not a certification or production-readiness claim.
🛡️
Competitive Position
Differentiated
Field Thesis
Field Thesis
Existing solutions are either purely mechanical (no AI) or research-stage lab models. PAZUZU is positioned around a differentiated field-oriented combination of pneumatic micro-excavation + real-time edge AI + hardware safety architecture in a single autonomous toolhead.
✓ IP strategy defined — core excavation + AI safety architecture
✓ Platform-agnostic: ISO 15143-3 compatible
✓ Cost-per-mine: $60 vs. $300–1,000 manual
// Market Sizing & Milestones · PAZUZU
PAZUZU: TAM/SAM/SOM & Roadmap
AI-guided pneumatic micro-excavation platform for humanitarian demining and EOD support. Founded in 2025, currently bootstrapped, operating in a founder-funded, pre-institutional stage. The figures below are target budgets and milestone assumptions for a first priced round, not announced financing.
Current stageFounder-funded / pre-institutional
Funding windowFrom autumn 2026
Capital disciplineMilestone-based tranches
Investor framingProjection, not guarantee
SAM · Serviceable Addressable Market
$1.1B
Ukraine and NATO-aligned humanitarian demining, engineering, EOD, agriculture-recovery, and reconstruction programs.
SOM · Conservative Obtainable Target
$5-10M bookings
15-30 systems or toolhead deployments within 36 months after seed at $250K-$400K per system plus support contracts.
Market Logic
UNMAS/Landmine Monitor mine-action context; World Bank Ukraine demining cost estimates; AI risk-mapping research for clearance efficiency. SOM is calculated as reachable revenue/bookings from a narrow initial segment, not as a percentage fantasy of the whole market.
// Evidence Layer
Why PAZUZU can compound into venture-scale value
PAZUZU is not a generic robot. It is a humanitarian mine-action and EOD support option where the value is worker safety, repeatable excavation, and reconstruction velocity.
World Bank, EU, UN, and Ukraine estimated recovery and reconstruction needs at $486B over the next decade as of RDNA3.
Landmines and explosive remnants remain a multi-country humanitarian and reconstruction problem.
SOM assumes limited systems/toolheads plus support contracts, not full demining-market capture.
PAZUZU
Market
Proof
Capital
// Funded Milestone Plan
From Bootstrap to Commercial Evidence
Concept and system design
Pneumatic excavation architecture, sensor/safety envelope, and AI-guided toolhead workflow designed.
Pre-seed target
Bench prototype, pressure-control validation, computer-vision safety loop, and demining partner discovery.
Prototype validation
Remote toolhead test rig, failsafe review, environmental testing, and first NGO/EOD evaluation plan.
Seed target
Field-ready pilot unit, safety certification pathway, and controlled demonstration with demining operators.
Deployment target
15-30 unit order pipeline across Ukraine/EU programs and Series A readiness from field reliability data.
Investor upside case: the company is positioned as a portfolio of deep-tech options.
A billion-dollar outcome is only credible if 2-3 products convert pilots into recurring revenue or sovereign contracts.
This page presents the milestone evidence required to make that case professionally.
// Institutional Access
Request the PAZUZU diligence package
We share technical evidence, roadmap assumptions, and funding use-of-proceeds under qualified investor or strategic partner access.
Request Access