Trusted by Fortune 500 and leading mid-market operators

AI Transformation for Real-World Industries

Oxygen partners with leading businesses in real-world industries to build bespoke AI operating systems that automate and optimize complex workflows.

Built by Industry Leaders

Founded by AI leaders from

  • Harvard
  • MIT
  • University of Chicago
  • Airbnb
  • eBay
  • Wayfair
  • AXA

Trusted by Fortune 500s and High-growth Mid-market Operators

Built for your business

Your business is one of a kind. Your software should be too.

Oxygen turns your unique business data into a bespoke AI operating system that maximizes your competitive advantage in the market.

Your unique business data

Operations
Sales & Marketing
Customers
Documents
Your Bespoke AI Operating System
Unified Data
World Model
Apps
Agents

Modules across your business

Business Observability
Revenue & Growth
Finance & Back Office
Operations
Customer Operations
HR
Compounding competitive advantage

The Operating System

One platform for every part of your business

Composable modules span finance, operations, workforce, supply chain, and customers—each powered by the same unified world model and purpose-built for the way your industry actually operates.

Industries

Retail & Multi-unit Operations

Manage inventory, multi-location operations, customer analytics, and demand forecasting with unified operational intelligence.

Logistics & Supply Chain

Gain end-to-end visibility, optimize routing, real-time tracking, and respond to disruptions instantly.

Media

Streamline content operations, multi-platform distribution, asset management, and real-time audience analytics.

Manufacturing

Connect shop floor to top floor with real-time production intelligence, quality control, and predictive maintenance.

Healthcare

Optimize facility operations, resource utilization, supply chain management, and real-time operational visibility across locations.

Field Services

Optimize field operations, technician dispatch, job scheduling, and real-time service visibility.

Finance

Automate reporting, risk analysis, and reconciliation with AI systems that turn fragmented financial data into real-time decision intelligence.

Legal

Accelerate contract review, due diligence, and compliance with agentic intelligence that surfaces insights across vast document sets.

Construction

Coordinate data center buildouts with AI that streamlines scheduling, capacity planning, and cross-team decisions—turning complex construction data into a shared model for scenario planning.

Custom applications

Purpose-built apps for every capability

Choose a capability to explore the applications Oxygen composes on your unified world model.

Capability

Trusted by Leading Operators

Fortune 500s and High-growth Mid-market Operators

“Oxygen transformed how we do our executive reporting and portfolio management. We transformed a manual, error-prone process that used to take days to one that takes less than an hour. Oxygen's semantic and ontology model ensures accuracy for mission-critical reporting that we were not able to automate with any other tool.”

Jamie Ebner

SVP of Analytics

Paramount

“Oxygen streamlined our complex decision workflow on our data center buildout strategy and enabled our data scientists and executives to establish a common World Model to iterate on scenario planning and projections.”

GenAI Infrastructure Lead

Fortune 500 technology company

“Oxygen worked with our team to build custom operational apps in days that would have taken months with traditional development. Oxygen is a game-changer for operational clarity and control. We are now ready for an aggressive expansion of our business.”

James Deng

CEO

Poke House

Platform Architecture

Oxygen Nexus: the foundational platform for AI Transformation

Every Oxygen solution is powered by Oxygen Nexus, our proprietary AI infrastructure platform that streamlines deployment of bespoke AI solutions. Nexus has three layers: data infrastructure that lands every source, a world model that captures how your business actually works, and agentic intelligence that turns it into action.

Layer 3

Agentic intelligence

A framework for building and deploying custom applications, agents, and automations based on the Oxygen World Model.

Burgershack HQ
Operational·23 restaurants·5 apps·3 active signals
Command Center

Monitor performance, investigate issues, and coordinate actions across every Burgershack location.

23 restaurants · Live operations
Site Scout

Identify expansion opportunities using demographic, traffic, and market signals.

6 markets · 14,230 sites scored
Workforce Planner

Optimize staffing coverage and labor efficiency across all restaurants.

148 schedules updated this week
Needs attention
Margin variance — San Mateo contribution margin −0.4pt below plan — daypart collapse.
Command Center
Labor risk — 3 restaurants projected to exceed labor targets this week.
Workforce Planner
Expansion opportunity — New high-potential site identified in Santa Clara.
Site Scout
Recent activity
Coverage recommendations sent3 min ago
Weekly schedules published27 min ago
Demand forecast refreshed1 hr ago
Site evaluation completed4 hr ago
Weekly executive summary generatedYesterday
Ask OxygenK
Layer 2

World model

Goes beyond raw data to build a living map of your operations: entities, relationships, hierarchies, and semantics — so every query, agent, and application speaks the same language.

OXYWORLD MODEL
live · --:-- PT
Layer 1

Data infrastructure

Connects to any source — ERPs, CRMs, WMS, IoT streams, flat files — and delivers it clean, versioned, and queryable. No pipelines to maintain, no schemas to babysit.

burgershack_ingest.airway.yml
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name: burgershack_ingest
 
# All three sources extract in parallel into one airhouse dataset.
source:
# Burgershack POS — change data capture off the orders database.
- name: pos
kind: sql_database
config:
backend: postgres
replication: cdc
connection: "postgres://pos.burgershack.internal/ops"
password_var: BURGERSHACK_POS_PASSWORD
# Suppliers — purchase orders + deliveries from the supply database.
- name: suppliers
kind: sql_database
config:
backend: postgres
connection: "postgres://supply.burgershack.internal/vendors"
password_var: BURGERSHACK_SUPPLY_PASSWORD
# Foot-traffic + weather — external context pulled over REST.
- name: foot_traffic
kind: rest_api
config:
base_url: "https://api.airway.dev/context"
auth_var: AIRWAY_CONTEXT_KEY
destination:
# Credentials are resolved at run time (airhouse_managed mints an
# ephemeral per-user credential).
database: main
dataset_name: burgershack
 
# In-flight extractions when running resources in parallel (1-16).
concurrency: 4
 
# Streaming (concurrent extract->sink, live per-table progress) is on
# by default for streaming-capable destinations. Uncomment to force
# the bulk path.
# streaming: false

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