XTO · Frontier AI Lab · Australia
XTO is an Australian AI lab. We invent, build and operate AI apps, intelligent web services and AI-powered technologies that move people, companies and industries forward.
We are Optimistic. Technical. Creative. Curious. Relentless.
02 Mission
We believe the next era of human progress will be written in intelligence, and that Australia should be one of its authors. XTO exists to build frontier AI that is genuinely useful, safe by design and beautifully engineered. From Australia, for the world.
Apps, Cloud and Core: one team from research to production.
Australian company, with deployments that can keep data onshore.
Systems engineered to be monitored, evaluated and improved continuously.
No analytics, no ad pixels, no tracking cookies. Privacy is a feature.
We track the frontier daily and turn breakthroughs into working systems: fast, rigorous and backed by evidence.
Intelligence only matters when people love using it. Every model we ship lives inside a product built with craft.
Secure, observable, cost-aware and evaluated. We build AI that holds up under real users, real data and real stakes.
03 The Labs
XTO is organised as three tightly-linked labs. Together they take an idea from first principles to a product running at global scale.
XTO Apps
Consumer and enterprise apps with intelligence at their core. Products that understand, reason and act on behalf of the people using them.
XTO Cloud
APIs, platforms and cloud infrastructure that put intelligence on tap, engineered for reliability, security and scale from day one.
XTO Core
Our R&D engine. Custom models, agent architectures and deep technology that give our products, and our partners, an unfair advantage.
04 Capabilities
From foundation models to pixels on a screen, we cover every layer needed to turn AI into outcomes. And we are model-agnostic by principle.
Autonomous agents that plan, use tools and complete multi-step work, with human oversight built in.
Model selection, context engineering, fine-tuning and distillation tuned to your domain and budget.
RAG pipelines, vector search and knowledge graphs that ground AI in your organisation's truth.
Detection, segmentation, inspection and visual understanding for the physical world.
Speech, vision and language fused into natural, real-time interfaces that feel effortless.
Forecasting, anomaly detection and decision models built on your operational signals.
High-performance web apps and SaaS with intelligence designed in from the very first line.
Efficient models on phones, sensors and industrial hardware: fast, offline and private.
Pipelines, labelling and governance that turn raw data into a durable AI advantage.
Deployment, monitoring, versioning and scalable inference across cloud and on-premise.
Image, video, audio and 3D generation pipelines for creative and commercial production.
Red-teaming, evals, guardrails and governance aligned with Australian standards.
05 Frontier
Australia has world-class talent, stable institutions and a front-row seat to the fastest-growing region on Earth. We build here and ship everywhere. These are the research vectors that drive our work.
Reasoning agents that plan, act and recover reliably in messy, real-world environments.
Machines that see, hear and read, and understand context across all three.
Frontier capability at a fraction of the compute, from the data centre to the edge.
Australian-hosted AI for sensitive workloads where data must stay onshore.
Measurable safety, robustness and trust, tested before and after every release.
Interfaces that amplify human judgement instead of replacing it.
06 Platform
Every XTO system runs on the same hardened foundation, so prototypes graduate to production without a rewrite.
We route each task to the best model (frontier, open-weight or custom) and swap as the state of the art moves.
Least-privilege access, encryption in transit and at rest, and data residency options in Australia.
Tracing, quality metrics and automated evals on every release, so behaviour is measured, not assumed.
Caching, batching and right-sized models keep latency low and unit economics healthy at scale.
Illustrative workflow
Built for the industries that shape Australia and the world
Industries we serve: healthcare, financial services, mining and resources, agriculture, energy, government, education, logistics, retail and media.
07 Process
A tight, evidence-led loop that gets working AI into real hands quickly, then keeps making it better.
Discover
We map the problem, the data and the value at stake, and define what success looks like in numbers.
Prototype
Working prototypes in days, not months, tested against real inputs so decisions are made on evidence.
Engineer
Production architecture, security, evaluations and interfaces, built to scale and built to last.
Launch
Staged roll-outs with guardrails, monitoring and human oversight from the first user onward.
Evolve
Continuous evaluation and improvement as models, data and your ambitions grow.
08 Responsible AI
Our work is guided by Australia's AI Ethics Principles. They are not a poster on the wall. They are engineering requirements, tested like any other.
P.01 Wellbeing
AI should benefit individuals, society and the environment.
P.02 Values
We respect human rights, diversity and individual autonomy.
P.03 Fairness
Systems are inclusive, accessible and tested for unfair bias.
P.04 Privacy
Privacy rights are upheld and data is protected at every layer.
P.05 Reliability
AI operates reliably and as intended across its lifecycle.
P.06 Transparency
People know when they are engaging with AI and can understand it.
P.07 Contestability
There is a timely way to challenge outcomes that significantly affect people.
P.08 Accountability
Humans remain accountable for AI systems and their outcomes.
We never train models on client data without explicit, written permission. Human oversight is built into every system that makes consequential decisions.
Read our Responsible AI Policy09 Careers
We are assembling a small, exceptional team of builders who want to do the most important work of their careers, from Australia, at world scale.
10 Contact
Tell us about the product, platform or problem you have in mind. We'll respond within two business days.