# Quantium - Full Content > This is the expanded llms.txt for Quantium, containing full page content > for AI/LLM consumption with larger context windows. See /llms.txt for the > curated index with links to individual pages. --- ## Homepage --- title: "Quantium | AI transformation and data analytics" description: "Quantium is a data analytics and artificial intelligence company. We turn data into decisions for complex business problems." url: "https://quantium.com/" --- # Enterprise AI for complex business challenges Cross-industry expertise built over 24 years. ## Trusted partners to leading organisations Woolworths Group, Commonwealth Bank, Telstra, Discovery, Vitality, Gates Foundation, NHS, Walmart, ASDA. ## Why clients choose us **Commercial outcomes first** — We start with your strategic priorities: profitability, cost pressures, market position. We combine AI with your proprietary data and existing systems, getting more value from your technology investments and moving fast to commercial value. **Two decades deploying AI at scale** — Our systems process billions in transactions daily, running critical operations for the world's largest retailers, banks, and telcos since 2002. **Proven approaches across industries** — We've solved problems across retail, financial services, healthcare, telecommunications, government, and beyond. This breadth means we bring approaches already tested at scale, adapted to your specific challenges. ## How we work **Built for business impact** — Commercial outcomes drive every decision. Systems designed, deployed, and tracked against the results that matter to your business. **Systems embedded in your operations** — A global company of engineers and data scientists, building AI into how your business runs. Real data, real decisions, measurable value. **Capability built to last** — Your teams gain the skills to evolve these systems as your business grows. Our specialists work alongside your people, building capability that remains well beyond our engagement. ## What we deliver - **Customer intelligence** — Segmentation, personalised experiences, and AI-powered customer platforms that build loyalty and deepen relationships. - **Smarter operations** — Systems that forecast demand, manage inventory, automate processes, and allocate resources better. - **GenAI in production** — Custom applications that connect AI to your proprietary data, delivering commercial value within weeks. We choose the right tools for your organisation and develop capability across your teams. - **Risk management** — Models that detect fraud, assess lending risk, ensure compliance, and spot emerging threats. Make faster decisions with more confidence while protecting critical assets. ## Impact delivered **Real-time fraud prevention (Quantium Telstra + Commonwealth Bank):** Millions of dollars in scam and fraud prevented; 380m+ potentially suspicious events risk-assessed. **Personalised health strategies (Discovery Health):** 1.5x ROI in chronic care management; up to 52% reduction in mortality and 16% average reduction in hospital costs. **Market intelligence (Iress):** $130b annual investment flows across 10,000 products with real-time visibility; reporting lag reduced from months to days. --- ## FAQs --- title: "FAQs - Quantium" description: "Find answers to frequently asked questions about our capabilities, approach, and partnerships." url: "https://quantium.com/faqs/" --- **What does Quantium do?** Quantium partners with leading organisations to solve complex business challenges through AI. We combine 24 years of technical depth with focus on your strategic priorities – profitability, cost pressures, market position. We work with your data and systems securely building AI that runs in production, covering traditional analytics, machine learning, and generative AI. **What makes Quantium different?** We've been building production AI systems since 2002. Our AI-powered systems run critical operations for the world's largest companies, processing billions in transactions daily. We transformed our own 1,200-person organisation with GenAI before helping clients. **What industries does Quantium work in?** Retail, financial services, telecommunications, healthcare, government, professional services, legal, mining and resources, travel and tourism, recruitment, investment banking, and beyond. **Where is Quantium located?** Headquartered in Sydney, Australia, with 13 locations globally: Sydney, Melbourne, Brisbane, Canberra, Auckland, New York, San Francisco, Nashville, London, Manchester, Cape Town, Johannesburg, and Hyderabad. **What services does Quantium offer?** AI solutions for critical business challenges (demand forecasting, risk management, customer engagement); data strategy consulting (architecture, governance, analytics roadmaps); GenAI implementation (AI Edge program, AI agents, business process transformation). **What is Quantium's GenAI transformation service?** Building production GenAI systems and developing organisational capability to deploy them — AI Edge program and governance frameworks, AI agents integrated with proprietary data, business process transformation, strategic guidance. **What is AI Edge?** Quantium's executive training program equipping leaders with practical GenAI skills. AI Executive Edge is for C-suite leaders; AI Board Edge is for Board members. Over 2,000 executives have completed AI Edge. **What AI platforms and tools does Quantium work with?** Anthropic, OpenAI, Microsoft Azure, AWS, Google Cloud, Databricks, Snowflake, Perplexity, H2O.ai, Contextual AI, Groq, and more — platform-agnostic. **What are Quantium's joint ventures?** CommBank iQ (with Commonwealth Bank), Quantium Telstra (with Telstra), Quantium Health (with Discovery). Woolworths Group holds a majority shareholding in Quantium. **Who are Quantium's clients?** Woolworths Group, Commonwealth Bank, Telstra, Discovery, Dollar General, the Gates Foundation, NHS, Wells Fargo, and ASDA. --- ## Smarter Operations — Operations and Value Chain --- title: "Operations and value chain - Quantium" url: "https://quantium.com/retail/operations-value-chain/" --- # Operations and value chain Unlock the power of AI from distribution centre to checkout. Eliminate inefficiencies across your value chain by optimising workforce productivity, ensuring product availability, streamlining distribution processes and empowering store teams with AI-driven intelligence. Outcomes: lost sales elimination, labour productivity gains, distribution efficiency improvements, inventory shrinkage reduction. **Quick Assist** — An AI-native app that translates complex data into actionable recommendations to improve critical KPIs, with smart ranking logic pinpointing the highest-impact actions. **Workforce Management** — AI-driven workforce planning that optimises staffing and scheduling across planning horizons, aligning labour with demand and enabling dynamic roster adjustments. **Availability and Inventory Management** — Identifies availability issues across the supply chain and alerts teams before sales are impacted, through interfaces for both store and above-store teams. Case result: a major grocery retailer's inventory inaccuracies and poor demand forecasting caused $2b+ in annual missed sales across 4,000+ stores. Quantium's solution identified $520m in shrink drivers and captured $270m in annualised incremental sales. --- ## Risk Management — Banking and Wealth --- title: "Banking and wealth - Quantium" description: "Our solutions generate better pricing and credit risk decisions, improved channel utilisation and more targeted and effective marketing at scale." url: "https://quantium.com/banking-and-wealth/" --- # Banking and wealth Harness your data to enhance customer experience, reduce risk and realise growth. Quantium helps banks extract maximum value from their data assets while driving down risk as open banking rewrites the rules of the game. Solutions generate better pricing and credit risk decisions, improved channel utilisation (branch, digital and beyond), and more targeted, effective marketing at scale. Simplifies and optimises risk assessment and claims management, improving both customer experience and retention. **Q.Audience** — Accelerates personalisation by transforming customer transactional data into customer profiles, actionable insights and audiences. **Q.Refinery** — Data preparation solution that takes raw banking data and makes it fit-for-purpose, trimming a typical bank's data preparation process from years to weeks. --- ## Customer Intelligence — Customer and Retail Media --- title: "Customer and retail media - Quantium" url: "https://quantium.com/retail/customer-retail-media/" --- # Customer and retail media Harness AI to transform customer relationships into a revenue engine. Unlock the full value of your customer relationships by understanding shopping behaviour, delivering personalised experiences, optimising digital operations and creating new revenue streams. Outcomes: media revenue growth, basket size increases, conversion rate improvements, fulfilment cost reduction. **Q.Checkout** — Turns transaction data into customer intelligence revealing growth opportunities, improving ranging, pricing, and promotional performance. **Q.Relevance** — AI recommendation engines and real-time decision platforms analysing billions of data points to predict what each customer wants next; 13-week payback methodology. **Q.Digital** — Tracks digital interactions across web and app platforms, revealing how digital browsing drives in-store purchases; nearly half of online browsers purchase in-store within a week. Case result: intelligent personalisation drove 3.5x growth in attributable sales, 3x operational efficiency, 43% uplift in Search ROAS, and 26% boost in engagement for a major retailer. --- ## About Quantium --- title: "About us - Quantium" description: "Quantium is a global leader in Data Science and Artificial Intelligence." url: "https://quantium.com/about-us/" --- Founded in 2002, Quantium is a global leader in Data Science and Artificial Intelligence. With over 1,200 team members across 13 locations globally, we help organisations maximise the potential of their data and solve some of their most pressing challenges. Our unique partnership model enables leading organisations across the world to accelerate the value of data and AI for its business and customers. We have established joint ventures with Commonwealth Bank of Australia (CommBank iQ), Telstra (Quantium Telstra), and Discovery (Quantium Health). In retail, we partnered with Woolworths Group and established 'wiq'. In 2021, Woolworths Group took a majority shareholding in Quantium. **Directors:** Peter Tonagh (Chair), Adam Driussi (CEO, co-founder), Greg Schneider (Executive Director, co-founder), Colin Storrie (Non-Executive Director), Stephen Harrison (Non-Executive Director, CFO of Woolworths Group). **Group Executives:** Natalie Jones (People & Culture), Ben Chan (Chief AI Officer), Kyle Evans (Technology & Delivery), Kylie Gleeson (FMCG), Rohan Dixit (Retail), Brian Hartzer (CEO of Quantium Health), Makenna Ralston (International Markets and AI Growth). --- ## GenAI in Production [Note: full page content for quantium.com/genai/ could not be directly retrieved. The following is drawn from Quantium's official LinkedIn company description as the closest verified substitute.] Quantium has been building AI systems that run in production since 2002. From traditional analytics and machine learning to GenAI, solutions power critical operations for the world's largest organisations: processing billions in transactions, protecting customers from fraud, optimising inventory across thousands of locations. Quantium builds custom GenAI solutions, transforms business processes with AI, and develops organisational capability to deploy these systems at scale. --- ## Terms of Use --- title: "Terms of Use - Quantium" url: "https://quantium.com/terms-of-use/" --- This website provides general information about the products and services of The Quantium Group Pty Ltd (Quantium) and its related companies. No actuarial advice is provided through this site. Content is protected under Australian and international copyright law. Reproduction is permitted only for good-faith personal, non-commercial purposes, must not be altered or misleadingly presented, and must attribute ownership to The Quantium Group Pty Limited. Trademarks may not be reproduced without written authorisation. Linking to the site requires written permission from Quantium. Quantium and its related companies, directors, and employees are not liable for decisions or actions taken in reliance on information on this website, nor for consequential or special damages. Quantium is not responsible for the content of external websites linked from this site. --- ## Privacy Policy --- title: "Privacy policy - Quantium" url: "https://quantium.com/privacy/" --- Quantium holds itself to a high standard of privacy compliance. Its core business involves analytics on client data sets that clients de-identify before providing them, meaning Quantium generally cannot identify individuals in the data. Quantium does not sell personal information to third parties. In the rare instances it handles personal information on behalf of clients, it does so under strict protocols and safeguards. For its own business operations (e.g. employee data), Quantium only uses personal information for the purpose it was provided, with consent, or as required by law. Privacy questions can be directed to privacy@quantium.com.au. The full policy document is available as a separate PDF, current as of May 2024. --- *This is a markdown compilation of Quantium's core service and about pages for AI/LLM consumption. For the curated index, see /llms.txt.*