Take Control of Every Mission

The Collaborative Edge-AI Operating System

01:48

YouTube

Oversight In Action

oversight-labs.com

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

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.

Deployment Options

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

🗺️ Map Builder Kit

Capture, build, and publish mission-ready 3D environments

  • Map Builder Suite + DJI Mavic 4 Pro drone included
  • Aerial capture, 3D reconstruction & edge mapping
  • Standalone or add-on to any deployment

💳 Perpetual License

🪖 Tactical Kit

Air-gapped. Mission-ready. Zero dependencies

  • Zero hardware or IT setup.
  • NDAA-compliant hardware.
  • Chain multiple kits into a distributed cluster

💳 Perpetual License + Annual SLA

☁️ Oversight Hosted Cloud

Fast deployment. No customer IT overhead

  • Oversight infrastructure, elastic compute & storage
  • Remote collaboration & shared mission sessions
  • Optional: MR users, Map Builder Suite, Mobile access

🔄 Annual Software Subscription

🏢 Organizational Classified Network

Customer-controlled infrastructure. Full data sovereignty

  • Deployed in the customer's network (Classified/Offline)
  • Full data sovereignty, C2, GIS, and sensor integration
  • Optional: MR users, Map Builder Suite, Mobile access

🔄 Annual Software Subscription

🖥️ Software-Only Client

Desktop • Touchscreen Tablet • Mixed Reality

💳 Perpetual License or Annual Subscription

  • Full Oversight platform on customer-provided hardware
  • Standalone or bundled with any deployment
  • Map Builder Suite available as an add-on

📱 Mobile (Android)

Lightweight field client. Coming Q1 2027

🔄 Annual Subscription - Add-on License

  • Real-time shared operational picture on the go
  • Add-on license for field operators & liaisons
  • Extends active deployments - not sold as a standalone deployment

Use Case - 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.

Use Case - 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.

Use Case - Special Operations & Counter-Terror

Plan and Rehearse the objective on a near real time 3D Environment.

01:00

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 replayable in full spatial fidelity for debrief.

Use Case - Mega-Event Operations

Every closure, every access route, every bottleneck - walked before the gates open.

00:53

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.

Use Case - 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.

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

Israel Fire & Rescue

United Hatzalah

What Operators Say

What Operators Say

🎖️ Customer Story

00:22

YouTube

Company Commander & His Deputy Planning in war zone.

02:11

YouTube

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 OCT 2026 publication (Page 41)

Oversight will 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.

4

🧱 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.

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 (Q2 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 (Q3 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

▶ See Oversight in Action

Appendix

🗺️ Map Builder Kit - What's Included

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.

Map Builder Suite

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

🪖 Tactical MR Kit - What's Included

Air-gapped, mission-ready mixed reality kit for collaborative field operations.

Kit Configurations

Platoon Kit

Laptop + 4 MR Headsets

Squad Kit

Laptop + 2 MR Headsets

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.

Headset Connectivity Modes

🛜 Wireless

Secure local Wi-Fi. Router included.

🔌 Air-Gapped / Tethered

Fully wired via USB-C hub, Zero RF emissions.

Included Components - NDAA-Compliant

☁️ Cloud & Network Requirements

Multi-cloud Kubernetes architecture. Core services are identical across deployments.

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.

Core Services

Room Manager

Manages rooms and cloud resources — handles session creation, scaling, and teardown.

Oversight Server

Room server (Netcode between clients). One isolated pod per room. Communicates over encrypted TCP/UDP channels.

Video Server

RTSP/WebRTC streaming relay for live video feeds across all endpoints. Runs on dedicated Cloud VM alongside UDP Proxy.

File Server + GeoServer + PostGIS

Static assets, OGC-compliant geospatial maps, PostgreSQL/PostGIS spatial DB.

Elevation Service

FastAPI-based tile server providing terrain elevation data for 3D rendering and spatial analysis.

TAK Server

Tactical Assault Kit (TAK) ecosystem interoperability. Bidirectional CoT (Cursor-on-Target) protocol support.

License Server

Validates hardware-locked (UUID-bound) and cloud-based licenses. Enforces controlled, non-transferable deployment.

Update Server

Distributes signed software updates to authorized devices. Secure download and installation via Update Client.

Monitoring

Full observability stack: Prometheus (metrics), Loki (logs), Grafana (dashboards).

☁️ Cloud & Network Requirements

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.