Quick Custom Intelligence (QCI) is a specialized analytics and data science firm serving the global casino and iGaming industry. Co-founded by Dr. Ralph Thomas and Andrew Cardno, the company develops custom business intelligence tools and decision-support systems that transform raw operational data into actionable insights for single-property and multi-property casino operators. QCI’s solutions are designed to improve profitability, player loyalty, and operational efficiency by applying advanced analytics, machine learning, and proprietary visualization techniques to gaming data. The firm works with a wide range of clients, from tribal casinos to large commercial operators, and has been recognized for its transformative impact on gaming operations, earning more than 40 industry awards across teams led by the founders. QCI emphasizes practical, cost-effective analytics that can be deployed without requiring deep in-house data science expertise, positioning itself as a bridge between complex casino data and real-time operational decisions.
Detailed Review
Company History
Quick Custom Intelligence was founded by Dr. Ralph Thomas and Andrew Cardno, both veterans of the casino and technology sectors. Thomas focused on applied analytics and adult-learning models, while Cardno drove innovation in artificial intelligence and data visualization. Cardno co-authored over 100 industry articles and holds more than 150 patent applications, including work on the deep zoom image format that became a standard in mapping tools. Thomas co-authored 14 books on data science in gaming and holds dozens of patents. Their combined experience has given QCI deep insight into both tribal and commercial casino operations.
Business Model
QCI operates as a B2B technology provider, offering both consulting engagements and software-as-a-service analytics platforms. The firm customizes its analytics stack to specific casino workflows, including slot performance, table games, player value analysis, marketing ROI, and cage/count room metrics. QCI integrates with existing casino management systems and slot accounting systems, providing ongoing support and training to ensure data literacy across the operator’s organization.
Products and Services
QCI does not market branded off-the-shelf products. Its core offering is a modular, custom-built intelligence system that includes tailored dashboards, predictive models for player value and churn, automated reporting and alert systems, and data integration and normalization services across multi-property environments. The firm also provides data science training and consulting to help operators make faster, floor-level decisions.
Market Position
QCI positions itself as a bridge between complex casino data and real-time operational decisions. It competes with generic BI platforms by offering context-specific analytics that traditional reporting tools lack. The firm is well positioned to extend its land-based analytics capabilities into the iGaming sector, applying similar player-value models to online casino and sportsbook data. Its work with Native American tribal casinos gives it unique insight into regulatory and cultural dynamics.
Key Products
Custom Business Intelligence Solutions
Tailored dashboards, predictive models, and automated reporting systems for casino operations, including slot performance, table games, player value analysis, and marketing ROI. These solutions integrate with existing casino management and slot accounting systems.