Take Control of Every Mission

The Collaborative Edge-AI Operating System

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Oversight In Action

One Operational World Model - From Edge to Cloud

Oversight is a single 3D operational platform that unifies mission planning, training, execution, and debriefing - eliminating the fragmented tools, blind spots, and coordination gaps that cost commanders clarity and operators their lives.

Operational World Model

(CONNECT)


Legacy C2 Integration

Live Video & Sensors

Unmanned Systems

Mission Data

Ops Doctrine



Live 3D Digital Twin

(COLLABORATE)


ECO-SYSTEM

People · Devices · Machines

EDGE-NATIVE

Operate Independently Offline

EDGE ←→ Classified Cloud

Cross Force Sync When Connected

Unified Mission Cycle

(OPERATE)


GATHER

Sense · Fuse · Remember

PLAN & TRAIN

Analyze · Simulate · Rehearse

EXECUTE

Humans + Machines · Physical AI

Deployment Options

Flexible deployment models - from tactical kits to cloud-scale operational environments.

🗺️ Map Builder Kit

A field-ready mapping package for capturing, processing, and publishing mission-ready 3D environments. 🗺️ Edge Mapping Build photorealistic 3D maps entirely offline, on the edge, within minutes. 🌍 3D Reconstruction Process aerial footage or camera imagery into 3D Tiles, OBJ, FBX, and orthophotos - offline, no cloud. 🛩️ Aerial Capture Planning Auto-calculate flight paths, image count, and altitude with terrain-following - entirely offline. Desktop Software License Delivered as a rugged field-ready package in a rugged case Drone and software are ready to deploy out of the box Can be used standalone or as an add-on to any Oversight deployment 🔄 License Model: Perpetual License + Annual SLA (Service-Level Agreement).

🪖 Tactical Mixed Reality Kit

Air-gapped, mission-ready mixed reality kit for collaborative field operations. Laptop + 4 MR Headsets Laptop + 2 MR Headsets Headset Connectivity Modes 🛜 Wireless Secure local Wi-Fi. Router included. 🔌 Air-Gapped / Tethered Fully wired via USB-C hub, Zero RF emissions. Multi-Kit Clustering ♾️ Unlimited Scale No cap on kits, users, or sessions. 🔄 Single Operational Picture All kits stay synchronized in real time. 📡 Fully Offline Cluster over a local wired or wireless network. Included Components - NDAA-Compliant Component Spec Manufacturer Computing Node Alienware 16 Area-51 — Intel Core Ultra 9 275HX, RTX 5090, 32GB DDR5, 2–4TB SSD or similar Dell Technologies (TAA-approved) MR Headset HoloLens 2 mixed reality headset Microsoft Network Node Ericsson Cradlepoint R980 — NDAA, FIPS 140-3 L1 or similar Cradlepoint (TAA-approved) Hub Node 4-port 240W USB 3.2 Gen 2 PD 3.0 hub or similar Coolgear (U.S.) Software License Map Builder Suite Oversight Software License Oversight Client + Local Server Oversight Field Case Rugged mobile case for field deployment Oversight / Partner 🔄 License Model: Perpetual License + Annual SLA (Service-Level Agreement).

☁️ Cloud Solution

Multi-cloud Kubernetes architecture Microsoft Azure Kubernetes Service (AKS) Amazon Elastic Kubernetes Service (EKS) Status: Production Self-Hosted / On-Prem Runs on any Kubernetes distribution (OpenShift, K3s, etc.) v1.6.5+ Customer-controlled infrastructure Air-gapped & classified environments supported Status: Production ✦ NVIDIA Aurora NVIDIA's cloud-based XR streaming infrastructure - purpose-built for GPU-accelerated XR delivery at enterprise scale. Oversight is actively deployed on Aurora servers at NVIDIA HQ, serving as a validated enterprise XR deployment environment for customers. Networking QoS Requirements Bandwidth Min 10 Mbps per XR device; 10+ Mbps per video stream Latency < 60 ms for XR sync; < 150 ms for live video Packet Loss / Jitter < 0.5% packet loss; < 20 ms jitter Wi-Fi Wi-Fi 5 or higher, 40 MHz channels recommended Server Node Specs The server is a headless Linux node - no GPU required. All rendering is handled client-side. Minimum Recommended Optimal CPU 6 cores Intel Core i7-14700K (20 cores, up to 5.6 GHz) Intel Core Ultra 9 275HX (24 cores, up to 5.4 GHz) RAM 12GB 16GB DDR4 64GB DDR5 Disk 256GB SSD 256GB SSD 4TB SSD OS Linux (Ubuntu 22.04 LTS) Linux (Ubuntu 22.04 LTS) Linux (Ubuntu 22.04 LTS) Network 1 Gbps 1 Gbps 10 Gbps 🔄 License Model: Annual Software Subscription 🔒 Security: JWT authentication, hardware-locked licensing (UUID binding), digitally signed certificates, activity logging. All core functions operate fully offline for air-gapped environments. 🪖 IDF Top-Secret Cloud: Oversight is deployed within IDF classified cloud infrastructure — meeting the highest standards for data sovereignty, air-gap compliance, and operational security.


🖥️ Software-Only Client

Desktop • Touchscreen Tablet • Mixed Reality Full Oversight platform on customer-provided hardware Standalone or bundled with any deployment Map Builder Suite available as an add-on 🔄 License Model: Perpetual License or Annual Software Subscription

📱 Mobile (Android)

Lightweight field client. Coming Q1 2027 Real-time shared operational picture on the go Add-on license for field operators & liaisons Extends active deployments - not sold as a standalone deployment 🔄 License Model: Annual Software Subscription - Add-on License

Why Oversight Stands Apart

Built differently - from the ground up - for environments where failure is not an option.

Unified Platform

Planning, training, simulation, and C2 in one system - no tool switching, no data gaps.

Universal Ecosystem

Runs on any device, anywhere - mobile, desktop, and Mixed Reality.

Mixed Reality device-agnostic via a streaming-based architecture that requires no specialized hardware.

True 3D Digital Twin

Real-time photorealistic environment vs. legacy 2D map interfaces.

Air-Gap Ready

Full capability in classified, disconnected, and field-deployed environments.

Open Integration

TAK/CoT, HLA/DIS, OSPROTO API, Any GIS format, video agnostic.

Operational Use Cases

Army & Conventional Forces

From company orders briefing to Top-Secret cloud - one environment, every echelon. Terrain & Maneuver Analysis Analyze routes, line-of-sight, dead ground, trafficability and weapon ranges on a mission-ready 3D world generated at the edge. Efficient Operational Language Plan, brief, rehearse, execute and debrief on the same live 3D environment - commanders and operators see the same ground. Edge to Classified Cloud Operate offline at the tactical edge and synchronize across units, sites and command echelons when connected. From company-level planning to multi-site command, the same Operational World Model stays with the mission. Capture, fly and generate a mission-ready 3D map in under 15 minutes - entirely offline at the tactical edge.

Future Soldier / SBMC

Oversight as the operational software layer - on every visor, every device, every mission. Gladius 2.0 - Rheinmetall (NATO / Germany) €3.1B program · 12,000+ soldiers with edge systems by 29' SBMC - Anduril, Rivet (Palantir) & Elbit (U.S.) $0.5B accelerated push · mixed-reality combat visors by 2027 Mission Awareness on the Visor Oversight runs natively on XR devices - delivering live 3D situational awareness, unit positions and mission routes directly into the operator's field of view. Synchronized Across the Squad Every soldier shares the same live 3D environment — one truth from the commander's screen to the operator's visor, no radio reconciliation needed. Edge-Native, Zero Cloud Dependency All AI and rendering runs at the tactical edge - fully air-gapped, with no connectivity required in denied or contested environments. From the commander's screen to the operator's visor - one environment, one truth, zero gaps.

Special Operations & Counter-Terror

Plan and Rehearse the objective on a near real time 3D Environment. Church of Holy Sepulchre Objective Reconstruction The actual target area rebuilt from drone, video or satellite imagery into a precise, walkable twin - indoor and outdoor, room by room. Threat & Behavior Simulation Entities react dynamically to team movement, so approach, breach and actions-on are rehearsed against a range of realistic responses. Air-Gapped & Immediate The full mission pipeline runs offline on a tactical kit with zero connectivity dependency - capture to team rehearsal in minutes, with spatial replay for an effective debrief. Small teams need the specific building, the specific approach, the specific sightline - not an approximation. Operators step inside a photorealistic reconstruction of the real objective, walk the approach at eye level, and rehearse actions-on as a team, with every run repayable in full spatial fidelity for debrief. Walk the actual objective - indoors and out - before the team ever steps off.

Mega-Event Operations

Every closure, every access route, every bottleneck - walked before the gates open. From the Battlefield to the Race Track, Situational Awareness Redefined. Mass-Gathering Safety A live 3D Digital Twin lets teams rehearse the real site before gates open. AI-powered crowd simulation predicts congestion, bottlenecks and access risks before. City-Scale Events Turn an entire city, route or venue into one live operational picture. Cameras, aerial feeds, sensors and live assets come together in the same 3D environment for planning and real-time operations. Crowd & Traffic Flow Modeling Predict crowd movement, congestion and vehicle flow before the event. Multi-Agency Common Picture Police, medical, fire, and agencies operate on one spatial model instead of separate documents and screens. Plan-to-Live Continuity Move directly from planning to execution with live positions, video and sensor data. 60+ agencies. One shared operational picture - from planning to live response.

Fire & Rescue/Emergency Medical Response

Know the route, risks and resources before the first unit moves. AI Dynamic Routing Recalculate routes for fire, EMS and support units as hazards, closures and conditions change. One Live Picture Recalculate routes for fire, EMS and support units as hazards, closures and conditions change. Pre-Incident Risk Mapping Map access, terrain, structures, vegetation, staging areas and escape routes before the incident. Before an incident, teams can rehearse access, evacuation, staging and fallback routes in the real 3D environment. During response, live hazards, crews, video and sensor data update the same operational picture - helping commanders adapt faster and make decisions from known ground. Plan before the call. Adapt in real time. One shared picture for every agency

Land, Expand & Scale: Our GTM and Revenue Model

LAND: Tactical Kits

Local Mission Context & Autonomy

OPERATIONAL & Expanding

EXPAND: Command Cloud

Shared Operational Reality


OPERATIONAL & Expanding

PROLIFERATE:

Every Soldier & AI Add-Ons

Phones & Soldier-BORNEAI Add-Ons Marketplace

Why it Spreads

· Immediate Operator Value · Network Effect

Why it Sticks

Mission-critical lock-in · Data flywheel · Embedded in doctrine

IDF: A Proven Land-and-Expand Success Story

Germany

File upload

German Military Field Validation Reports .pdf

Proven in the Field - Reports Recommend to Move Toward Procurement

File upload

pvt publication Oversight

Oversight will also be featured in pvt, a leading German professional publication focused on police and public safety and the official publication of GPEC.

adesso_SE

Mixed reality 3D collaboration solution

adesso & Oversight offer a mixed reality 3D collaboration solution for critical missions. Improve planning, training and real-time operations with a focus on safety and compliance.

Trusted By Those Who Protect

Deployed in high-risk, high-stakes environments worldwide.

CBP Air and Marine Operations

Miami-Dade PD

Kansas City Fire Department

NYPD

Florida's Forensic Institute for Research Security & Tactics (F1RST)

HTX Singapore

Israel Defense Forces (IDF)

Israel Ministry of Defense

Israel Police

YAMAM - Israel National Counter Terror Unit

Gideons 33 - Israeli Elite Forces

United Hatzalah

Israel Fire & Rescue

What Operators Say

What Operators Say

🎖️ Customer Story

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Planning for an operation

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Company Commander & His Deputy Planning in war zone.

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Unit33


www.iaf.org.il

Israeli Air Force article: How special forces train for combat in Gaza using simulation, AR, and accurate virtual terrain infrastructure provided by Unit 9900.

File upload

pvt publication Oversight

Oversight will also be featured in pvt, a leading German professional publication focused on police and public safety and the official publication of GPEC.

dianawolftorres.substack.com

Walking the Map: XR, Firefighters, and the Future of Emergency Response

Why This Technology Matters Now - An Interview With Rene Peters, Jr, at NVIDIA XR

Strategic Partners

Collaborating with world-class organizations to deliver mission-critical solutions.










Road Map

Oversight's roadmap is focused on one goal: making every operator, commander, and responder more effective - across every device, every environment, every mission.

1

🌐 Seamless Everywhere

Tablet, mobile, web, and MR headsets - one platform unifying field operators and command across every device.

2

👁️ Street-View Navigation - Warrior Perspective Mode (Q4 2026)

Enter any viewpoint - vehicle, person, or aerial platform - and navigate Immersively through the environment.

3

🏠 3D Indoor Reconstruction (Q1 2027)

Capture and plan indoor spaces in full 3D, room-by-room, with the same fidelity as outdoor terrain.

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🧱 Build Your Own Assets (Q1 2027)

Create custom vehicles and personnel from photos, entirely offline, and deploy them into any operational scene.

5

📷 Spatial Video & Auto Camera Positioning (Q1 2027)

AI positions cameras and their field-of-view in real time, giving commanders true coverage awareness.

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6

🎥 Real-Time Video to Digital Twin (Q1 2027)

Extract people and vehicles from live video and convert them into live 3D scene assets automatically.

7

🛣️ Expanded Integrations (Q1 2027)

Flight tracking, weather overlays, road intelligence, and advanced TAK bi-directional sync.

8

📋 Automated Mission Reports (Q2 2027)

AI-generated after-action reports with summaries and recommendations - ready for briefings and intelligence sharing.

9

💥 Advanced What-If Simulations (Q2 2027)

Model crowds, blast radius, floods, fires, and terror events for better planning and training outcomes.

10

🗺️ Immersive Training Experience (Q2 2027)

Augment real-world outdoor environments with immersive digital assets and scenarios within the operational digital twin, enabling realistic dry-run practices, live training simulations, and interactive mission debriefing.


Ready to Elevate Your Operations?

🎯 Schedule a live demo: Oversight-labs.com

📧 Contact us: office@oversight-labs.com