engineeringMarch 29, 2026
The New Intent-Source License: How AI Agents Contribute to Software with Agency
A new licensing model where researchers and developers contribute to software through AI agents. You describe what you need. An agent bui...
Introducing Arcflow: The Spatial Graph Database That Powers the World Model
OZ is opening pre-release access to Arcflow, a C++ spatial-first graph database with native spatial predicates and GPU acceleration. The...
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companyMarch 5, 2026
Why Physical-AI Infrastructure Is Inevitable
Several forces converged in the last 18 months that made permanent visual intelligence at the physical edge not just viable, but inevitable. The timing window is narrow and the first movers are already deploying.
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Jagruti Patil
The Hiring Signal That Matters Most in AI-Native Teams
A new hire used an AI agent to audit an entire subsystem in their first week (hundreds of files, thousands of lines)...
engineeringMarch 5, 2026
Enclosure Engineering: Designing Edge Hardware for Decade-Long Venue Lifecycles
Permanent venue infrastructure means hardware that operates through rain, heat, frost, and dust, season after season, without on-site mai...
productMarch 5, 2026
Deploy Before You Install: How Pre-Deployment Simulation Cuts Venue Commissioning to Hours
Deployment certainty starts before install. OZ Designer lets operators define zones, priorities, and capture policies, then replicate the...
productMarch 5, 2026
Spatial API Integration: How Partners Ship in Days, Not Months
The Spatial API is a stable contract. These integration patterns show how partners connect their products to live venue data without buil...
productMarch 5, 2026
From Credentials to Production in Hours: What Platform Onboarding Looks Like at Infrastructure Scale
Platform onboarding isn't a tutorial. It's the bridge between credentials and operational fluency. OZ Studio makes that bridge short.
engineeringMarch 5, 2026
When AI Moves Physical Systems: The Spatial Graph as Real-Time Control Plane
The gap between seeing and acting is where most AI systems stall. Spatial robotics closes that gap; real-time graph queries drive physica...
engineeringMarch 5, 2026
The API Layer Every Venue Will Need: Why Spatial Data Contracts Are the Next Infrastructure Primitive
The Venue Graph carries full provenance, stable versioned schema, and backwards compatibility. Integrate once, build many products.
engineeringMarch 5, 2026
From Raw Perception to Structured Intelligence: The Data Asset Every Venue Generates
Raw perception data isn't a product. The Spatial Graph transforms real-time sensor output into versioned, queryable spatial data that dow...
companyMarch 4, 2026
Edge-First AI: Why Sub-Second Latency Is the Only Metric That Matters
All time-critical decisions run on-venue. Cloud handles everything that can wait. This split isn't an optimization; it is the product arc...
companyMarch 4, 2026
From Pilot to Fleet: Why Each Venue Deployment Gets Faster and Cheaper
Each new venue gets faster because we transfer standardized intent and telemetry, not tribal knowledge. Pilot learning compounds into dep...
companyMarch 4, 2026
Governance as Code: How We Operate Hundreds of Autonomous Edge Nodes
SLOs, override policies, escalation rules, and audit trails, versioned, executable, and drift-resistant. Management should be code, not t...
companyMarch 4, 2026
The Unit Economics of Edge AI: How On-Venue Inference Beats Cloud at Scale
AI doesn't just automate work. It changes the operating model's unit economics. Maintenance drops 53%, MTTR falls below 5 minutes, and pe...
companyMarch 4, 2026
Zero-Trust at the Physical Edge: Why Data Governance Is a Deployment Prerequisite
Zero-trust edge security, signed runtime, auditable overrides, and explicit data covenants. Trust isn't a feature. It's the architecture.
companyMarch 4, 2026
Venue Ops as Code: One Playbook from First Venue to Hundredth
Install, commission, run, and recover, encoded as playbooks and policies. One venue equals a deployable system, not a project.
Suresh Gohane
What If a Database Could Predict Where Every Player Will Be?
What if a database could answer: 'If the defensive line holds for three more seconds, which attackers reach scoring p...
Suresh Gohane
We Stopped Writing Code and Started Directing Intelligence
During a live match, the Action Manager makes hundreds of decisions per minute while a director sets intent. Suresh G...
changelogFebruary 23, 2026
3D Match Viewer: Live Spatial Scene in the Browser
Ball, 22 players, zone activations, and camera FOVs rendered as a live 3D scene in Studio. Operators see the full spatial state, the same...
Gudjon Gudjonsson
Why We Had to Build a Spatial Engine from Scratch
Powerful GPUs sat idle at every venue while spatial queries crawled on the CPU. After years of accumulated problem st...
changelogFebruary 16, 2026
Context-First Onboarding: Productive From First Login
New operators see live venue data and active systems from first login. Progressive disclosure reduces training time, so OZ scales to new...
changelogFebruary 16, 2026
Venue Ops as Code
Deterministic deployment from site survey to go-live in under one day, with explicit quality gates and measurable acceptance criteria. Th...
Sunil Kashyap
What Match Day Looks Like with One Person and a Browser
No broadcast truck. No camera operators. No cable runners. Two hours before kickoff at a Nordic venue, the entire pro...
Audur Erlingsdottir
The Survival of the Adopters
What used to require multiple departments and large teams now fits in one role. Not through longer hours, but because...
changelogFebruary 9, 2026
OZ CLI: Remote Fleet Operations From a Terminal
One CLI to diagnose, monitor, and control every venue in the fleet remotely. Health checks, device discovery, and live data streams. Oper...
Baldur Stefansson
What Happens When Every Match Can Be Produced
Permanent venue infrastructure changes what's possible across the football pyramid. Better quality, lower cost per ma...
changelogFebruary 2, 2026
Studio Core: Action Manager & Engine Architecture
Replace camera-by-camera control with semantic actions. Tell the system what moment matters and it orchestrates all cameras automatically...
changelogJanuary 26, 2026
Full Data Lineage (GA)
OZ PanoNode reaches general availability with complete data traceability and a documented upgrade path to OZ VI Venue without replacing e...
changelogJanuary 26, 2026
Studio Core: Playbook Runtime
Define venue operating rules as versioned playbooks. The system executes them deterministically with canary rollout and automatic rollbac...
Suresh Gohane
12 Milliseconds vs 0.4: Why Spatial Computing Needs Its Own Engine
Every major database claims spatial support. Suresh Gohane ran the benchmark: 12 milliseconds on a traditional proces...
Sunil Kashyap
Twelve Venues, Four Months: Why Deployment Starts in Software
Twelve venues, four months, one season. The traditional approach (send an engineer to each site, carry the configurat...
changelogJanuary 5, 2026
GPU-Accelerated Broadcast Graphics Pipeline
Broadcast overlays rendered directly on the venue GPU via Chromium and CUDA: scorebugs, lower thirds, sponsor graphics, and real-time dat...
Suresh Gohane
Why the Real Moat in AI Is Integration, Not Any Single Layer
"If you cut any one connection, the whole system degrades. That is not a design flaw. That is the design." Suresh Goh...
Dr. Rushikesh Deshmukh
The Prototype That Passed Every Lab Test and Failed at the Coast
A prototype passed every lab test: thermal cycling, waterproofing, UV, vibration. Six weeks at a coastal venue, and s...
changelogDecember 15, 2025
Camera Cueing: Panoramic Tracking to Optical Zoom Handoff
PanoNode streams predicted target positions to PTZ cameras in real time. Panoramic tracking hands off to optical zoom automatically. The...
Jagruti Patil
Why Clarity Matters More Than Any Technical Credential
Two candidates interview in the same week. Both have strong resumes. Both can talk distributed systems. One gets an o...
changelogDecember 8, 2025
Playbook V5.1: Production-Ready Orchestration Format
External signals bind directly to camera sequences via intent bindings. Playbook V5.1 is the stable orchestration format, a versioned con...
Dr. Bhagyashree Lad
What Breaks When Computer Vision Meets a Live Stadium
Academic benchmarks test AI models on clean clips under controlled lighting. Live production tests them against rain,...
changelogNovember 24, 2025
Commissioning Acceleration
Validate capture policies against venue geometry before installation. Reduces install risk and raises first-attempt success rates, cuttin...
Sunil Kashyap
From First Login to Live Match: The OZ Platform
A production director asks the only question that matters: 'Just show me what I'm getting.' Sunil Kashyap answers wit...
Baldur Stefansson
Does Your Hundredth Deployment Cost More or Less Than Your Tenth?
Most AI companies die from the same disease: their costs scale as fast as their revenue. Baldur Stefansson draws the...
changelogNovember 10, 2025
30 Shot Types, 21 Auto-Triggers: Fully Autonomous Match Coverage
30+ reusable shots and 21 event-triggered sequences produce full match coverage without operator input. Each shot and trigger authored on...
Suresh Gohane
The Gap Between an AI Demo and AI Infrastructure
A model update passed every benchmark and failed in production. The culprit: 15 milliseconds of lag triggered by LED...
changelogOctober 27, 2025
24-Event Camera Sequences: Goals to VAR Reviews
Multi-stage camera sequences for 24 match event types, authored once and executed at every venue. Codified production knowledge that comp...
Gudjon Gudjonsson
What If the Physical World Remembered Everything?
A football match produces ninety minutes of the most spatially complex motion in any commercial context, and when the...
changelogOctober 13, 2025
On-Device Spatial Intelligence: No Cloud Required
Zone occupancy, formation shape, compactness, and line height computed on-device from raw tracking. No cloud round-trip, no data egress....
Audur Erlingsdottir
The Playbook That Blocks Bad Deployments Before They Ship
A tiny team runs what traditionally takes a department. The secret isn't heroic effort; it's a commissioning playbook...
Jagruti Patil
Why OZ Hires for Leverage, Not Headcount
An engineer turned down a major cloud provider to join a company with no career ladder. His reasoning reveals why OZ...
changelogSeptember 29, 2025
16 Spatial Game Contexts: Sport-Agnostic Orchestration
16 football-specific game situations authored as spatial rules: attack, counter, breakaway, pressing. The orchestration model is sport-ag...
Suresh Gohane
The Missing Schema for the Physical World
A football pitch is 105 meters of grass. Twenty-two players generate thousands of spatial events every ninety minutes...
changelogSeptember 15, 2025
Schema Governance & Sunset Policy
Fields stabilized since v0.2 now follow additive-only evolution. Deprecated fields carry sunset dates with migration guidance. Preparing...
Sunil Kashyap
Most Enterprise Platforms Die at Hour 50
Most enterprise platforms die at hour 50, buried under configuration screens and optimistic documentation. Sunil Kash...
productSeptember 4, 2025
Production Without Trucks: How Software Replaces the Outside Broadcast Unit
The New OB Units: How OZ Is Redefining Sports Production-as-a-Service
changelogSeptember 1, 2025
Capability-Based Camera Assignment (Beta)
Cameras assigned by shot capability rather than fixed roles. The system optimizes which camera delivers which shot per-moment, a constrai...
Dr. Rushikesh Deshmukh
Why the Hardest Problem in AI Is the Box, Not the Model
They melted three prototypes before the thermal architecture worked. Dr. Rushikesh Deshmukh on why OZ builds its own...
changelogAugust 25, 2025
Sandbox Environment: Build Against Production Contracts
A synthetic data sandbox running the exact production API contract. Partners develop without live venue access. Code written in sandbox d...
Dr. Bhagyashree Lad
What Happens When a Vision Model Meets Physics
Production perception isn't a harder version of research; it's a different discipline entirely. Rain, sealed hardware...
Gudjon Gudjonsson
The Stadium That Forgot Everything After Every Match
Fourteen people, two trucks, two hundred kilos of cable, all for ninety minutes of play. Standing on a stadium gantry...
changelogAugust 11, 2025
22-Player + Ball Tracking From a Single Sensor
One panoramic sensor tracks all 22 players and the ball continuously with per-detection confidence scoring. Zero per-match setup. The low...
changelogJuly 28, 2025
Entity Registry & Automated Schema Diff
Every entity type published with stable identifiers and an automated schema diff tool. Partners detect breaking changes before they deplo...
changelogJuly 14, 2025
Batch Exports With Full Data Lineage
Every exported data point traces to its source sensor, model version, and confidence level. Full lineage is a prerequisite for regulated...
changelogJuly 7, 2025
Graph Queries & Stable Coordinate Contract
Point-in-time graph queries and a locked coordinate system: the first stable contract surface in the Spatial API alpha. Partners can buil...
changelogJune 30, 2025
Pre-Install Coverage Simulation Across 6 Cameras
Simulate six-camera coverage against venue geometry before installation. Flag blind spots, test orchestration rules, and catch layout err...
changelogJune 23, 2025
Spatial API: Partner Preview With Live Venue Data
First integration partners receive live entity positions, match events, and trajectory streams. Real partner feedback shapes the API cont...
changelogJune 16, 2025
Ghost Mode: Simulation-in-the-Loop for Live Venues
New playbooks, models, and camera logic now run first in ghost mode, processing real match data in a simulated copy of the venue before t...
changelogJune 9, 2025
Contribution Gateway
Deliver programme output via SRT or RIST with automatic cellular failover. Production reaches the broadcast centre even when the primary...
changelogMay 19, 2025
22-Player Fusion: One Identity Per Player, Six Cameras
The fusion engine resolves every player to a single spatial identity across six overlapping camera views. Zero duplicates, zero drops. Th...
changelogApril 28, 2025
Zone-Based Camera Activation Rules
Named pitch zones with rule-based camera activation. Behaviour changes based on ball position and player formations. Declarative rules re...
changelogApril 7, 2025
Hardware Abstraction Layer: One API, Every Device
A single control API for PTZ cameras, gimbals, enclosures, and compute modules. New hardware integrates without platform changes. The abs...
changelogMarch 17, 2025
3D Venue Design & Playbook Editor (Beta)
Model sightlines, motion corridors, and camera orchestration rules in 3D before a single bracket is mounted. Pre-installation design redu...
changelogMarch 3, 2025
GPU-Accelerated Video Routing: 3 Billion Pixels Per Second
Six 4K60p streams processed simultaneously through a GPU-accelerated pipeline, over 3 billion pixels per second at the venue edge. No sti...
productFebruary 25, 2025
OZ Selected for Comcast NBCUniversal SportsTech 2025
OZ has been chosen as one of 10 visionary companies to join the 2025 Comcast NBCUniversal SportsTech program. This prestigious program co...
changelogFebruary 24, 2025
Edge-Sovereign Runtime
Production continues uninterrupted even during network outages. All perception, camera control, and data output run locally at the venue...
companyFebruary 20, 2025
OZ Awarded European Commission’s Seal of Excellence for AI-Driven Sports Broadcasting
EU Seal of Excellence for OZ
productFebruary 20, 2025
From One Sensor to Six Virtual Cameras: The Computational Cinematography Stack
High-quality sports coverage is no longer a bonus. It’s an expectation for every match. Single-camera streams often miss key moments, lea...
productJanuary 15, 2025
Optical Zoom at Scale: Why Software-Defined Lenses Replace Physical Camera Rigs
Real broadcast-quality cameras with human-like AI movements. No pixelation, just crisp 4K detail.
changelogJanuary 13, 2025
System Health Dashboard: Fleet Visibility From Day One
Processing load, network throughput, and stream health for every venue, visible from first login. A shared telemetry layer across all Stu...
changelogDecember 23, 2024
Frame-Accurate Genlock Across 6 Cameras
Six cameras synchronized to sub-frame precision via genlock. Drift-free multi-angle replay and clean integration with broadcast infrastru...
changelogNovember 11, 2024
Audio Desk: Broadcast-Compliant Mixing in the Browser
Programme audio, commentary, and loudness metering in one browser console. Broadcast-compliant output without a physical audio desk. OZ S...
changelogSeptember 30, 2024
Hybrid Mode: OZ Inside Any OB Truck via 12G SDI
OZ cameras integrate into existing OB trucks via 12G SDI. Broadcasters add AI angles without changing their workflow. A land-and-expand w...
changelogSeptember 9, 2024
In-Browser Graphics: Scorebugs to Sponsor Overlays
GPU-rendered scorebugs, lower thirds, and sponsor graphics composited into the live feed. Sponsor overlays are a direct revenue surface f...
changelogAugust 19, 2024
Self-Healing Capture: Automatic Recovery in Seconds
Camera failures trigger automatic coverage redistribution and recovery within seconds. No operator pager, no missed footage. Self-healing...
productAugust 4, 2024
Hybrid Production: Zero-Disruption Integration into Existing Broadcast Workflows
Modern sports production does no longer need to be an either/or choice between a fully manual workflow or complete automation. With OZ’s...
changelogJuly 29, 2024
Replay From 6 Angles, No Replay Hardware
Tag any live moment, replay from six angles with variable speed and digital re-framing. Replaces dedicated replay hardware entirely. One...
changelogJuly 8, 2024
80%+ Autonomous Production: AI Handles the Cuts
AI now executes over 80% of cuts, pans, and zooms without human input. Each venue generates broadcast-quality coverage at a fraction of t...
changelogJune 17, 2024
OZ Studio Launch: Full Broadcast Control in a Browser
Six live feeds, programme output, AI autopilot, and manual override, all in a browser. No dedicated hardware room, no on-site operator. P...
changelogMay 27, 2024
All-Season Enclosures: -20°C to +55°C, Zero Maintenance
Passive thermal management keeps cameras operational from -20°C to +55°C year-round. No maintenance visits, no seasonal shutdowns. Hardwa...
productMay 23, 2024
The Software-Defined Venue: How Stadium Infrastructure Evolves Over Time
The OZ VI Venue uses software updates delivered through the cloud to stay at the forefront. New features, ranging from improved AI tracki...
changelogMay 6, 2024
3-Layer AI Stack: Track, Frame, Direct, Autonomously
Three AI layers (perception, framing, direction) run on-venue to produce broadcast coverage autonomously. Each layer compounds the next;...
changelogApril 15, 2024
Unified Event Bus: Six Cameras, One Reaction Time
A single real-time event system coordinates all cameras, AI, and operators. Six feeds react to the same moment within milliseconds. This...
changelogMarch 25, 2024
Real-Time On-Venue Processing
All six 4K streams now process on-venue with less-than-one-frame delay. What happens on the pitch appears on screen instantly, with no cl...
changelogMarch 4, 2024
6-Camera Permanent Array: Zero Setup, Every Match
Six 4K60p cameras with 25x optical zoom, permanently installed. Every match produces broadcast-quality multi-angle coverage with zero on-...
companyFebruary 17, 2024
Building the Research Pipeline: How University Partnerships Accelerate Edge AI
At OZ, we believe collaboration fuels innovation in AI-powered sports solutions. That’s why we partner with talented university students...
changelogFebruary 16, 2024
Introducing the OZ Changelog
We're opening up our engineering and product release cadence to development partners, investors, and anyone paying attention. Every produ...
productDecember 29, 2023
Invisible Integration: Why AI Infrastructure Must Not Disrupt Venue Operations
Modern sports venues are evolving beyond their physical structures. Much like the arrival of floodlights changed the way evening matches...
Baldur Stefansson
"I Did Not See an AI Company. I Saw a Telecoms Company."
"When I looked at OZ, I did not see an AI company. I saw a telecoms company." Infrastructure investor Baldur Stefanss...
productJune 2, 2022
Zero On-Site Crew: The Operating Model That Scales Without Headcount
Modern multi-camera sports broadcasts often require more than 12 people on-site: camera operators, directors, engineers, replay specialis...
companyMarch 10, 2021
OZ Named One of Fast Company World's Most Innovative Companies
LONDON, March 10, 2021 -- Tech innovation company OZ has been named on Fast Company’s prestigious annual list of the World’s Most Innovat...
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