# Quantium

> Quantium is a global leader in data science and AI, founded in 2002.
> Over 24 years building production AI systems that process billions in
> transactions daily for the world's largest retailers, banks, and telcos —
> including Woolworths, Commonwealth Bank, Telstra, Discovery, Walmart, and ASDA.
> Platform-agnostic partnerships with Anthropic, OpenAI, Google Cloud, AWS,
> Microsoft, Databricks, and Snowflake.

## Core Services
- [GenAI in production](https://quantium.com/genai/): Custom AI applications connected to proprietary data, delivering commercial value within weeks — not pilots, production systems.
- [AI capability building — AI Edge](https://quantium.com/faqs/): Executive and board-level GenAI training. Over 2,000 executives trained through AI Executive Edge and AI Board Edge programs.
- [Smarter operations](https://quantium.com/retail/operations-value-chain/): Workforce management, demand-driven scheduling, and availability/inventory systems that reduce lost sales and shrinkage.
- [Risk management](https://quantium.com/banking-and-wealth/): Better pricing and credit risk decisions, fraud detection, and simplified risk assessment for banks and lenders.
- [Customer intelligence](https://quantium.com/retail/customer-retail-media/): Segmentation, personalised recommendations, and AI-powered customer platforms built on real transaction data.

## Why Quantium
- 24 years deploying production AI at scale (est. 2002) — not a recent AI entrant
- 1,200+ employees across 13 global locations (Sydney, Melbourne, London, New York, and more)
- Processes billions in transactions daily for critical retail, banking, and telco operations
- Platform-agnostic: formal partnerships across Anthropic, OpenAI, Google Cloud, AWS, Microsoft, Databricks, Snowflake
- Proven joint ventures: CommBank iQ (with Commonwealth Bank), Quantium Telstra, Quantium Health (with Discovery)

## Guides & Resources
- [Ten observations on creating value with AI](https://quantium.com/ten-observations-on-creating-value-with-ai/): Why context — not better models — is the real differentiator in enterprise AI outcomes.
- [Ten observations on creating value with AI (PDF)](https://quantium.com/wp-content/uploads/2026/08/Ten-observations-on-creating-value-with-AI_Quantium.pdf): Full downloadable version of the same piece.

## Featured Articles
- [The cost of AI is a design question, not a budget line](https://quantium.com/the-cost-of-ai-is-a-design-question-not-a-budget-line/): Reframes AI spend as an architecture decision rather than a line item to cut.
- [Your AI is only as good as what it knows about your organisation](https://quantium.com/your-ai-is-only-as-good-as-what-it-knows-about-your-organisation/): Why proprietary context, not model choice, drives enterprise AI outcomes.
- [Five conditions that predict whether your AI agent will reach production](https://quantium.com/five-conditions-that-predict-whether-your-ai-agent-will-reach-production/): Five factors — well-defined process, verifiable outcomes, and existing value measures among them — that determine if an AI agent moves past proof-of-concept.
- [Your AI can do more than your organisation knows how to ask for](https://quantium.com/your-ai-can-do-more-than-your-organisation-knows-how-to-ask-for/): Argues lasting AI impact comes from building for adaptability, not perfect technology bets.
- [Stop building for stability](https://quantium.com/stop-building-for-stability/): Companion piece on investing for flexibility rather than a fixed AI architecture.

## External Validation
- [Anthropic customer case study](https://claude.com/customers/quantium): How Quantium scaled Claude across 1,200+ staff, with 89% daily AI usage and proposal timelines cut from weeks to hours.
- [Blenheim Partners podcast — Game Changer with Adam Driussi](https://blenheimpartners.com/episode-173-adam-driussi-tv/): CEO interview on Quantium's AI strategy and leadership approach.
- [AFR: 6 things directors can do to stop dabbling and start winning with AI](https://www.afr.com/work-and-careers/leaders/6-things-directors-can-do-to-stop-dabbling-and-start-winning-with-ai-20251104-p5n7qb): Board-level guidance on moving past AI experimentation.
- [AFR: Godfathers of Australian AI cash in as businesses play catch-up](https://www.afr.com/technology/godfathers-of-australian-ai-cash-in-as-businesses-play-catch-up-20250808-p5mlia): Coverage of AI adoption and investment trends among Australian businesses.
- [AFR: 'AI's big cost problem is going to get only worse'](https://www.afr.com/technology/ai-s-big-cost-problem-is-only-going-to-get-worse-20260602-p6038k): Reporting on rising enterprise AI cost pressures.

## About
- [About Quantium](https://quantium.com/about-us/): Founded 2002, majority-owned by Woolworths Group since 2021, with joint ventures CommBank iQ, Quantium Telstra, and Quantium Health.
- [Terms of Use](https://quantium.com/terms-of-use/): Website terms and conditions.
- [Privacy Policy](https://quantium.com/privacy/): How Quantium collects, uses, and protects personal data.