Resource library

Education x trust x data quality = rapid technology innovation adoption

In recent 15 years, technology has evolved faster than before. The democratization of cloud, explosion of AI, availability of connected devices (e.g. 5G, IoT) and recently the launch of Large Language Models are new disruptive innovations.

Industry: Consumer Goods & Retail

Deriving AI-driven customer engagement insights

Discover how a global leader in specialty ingredients is leveraging the Calibo platform to transform customer engagement with AI-powered insights. By integrating sales, behavioral, and knowledge data, the company aims to shift from reactive to proactive strategies, enhancing revenue growth and organizational learning in the consumer goods industry.

Digital Transformation | MLOps/AI | Revenue optimization

Industry: Healthcare & Life Sciences

Integrating patient data: A unified approach to enhance patient-centered care 

With Calibo’s support, the organization designed an integrated data strategy that brought together ambulatory (McKesson) and specialty (Dromos) pharmacy data into a centralized data lake (“one lake”), structured via Microsoft Fabric.

Analytics | DataOps | Healthcare Innovation

Industry: Public Sector & Government

Government innovation challenge: rapidly prototyping digital services

This government initiative invites developers, startups, and public sector technologists to co-create solutions to pressing civic challenges. By using the Calibo Innovation Sandbox, participants can rapidly prototype digital tools using a pre-integrated tech stack. The most promising solutions will be awarded, publicly recognized, and supported for production rollout.

Digital Transformation | Platform Engineering | Technology Prototyping

Industry: Pharmaceuticals & Biotech

Leveraging predictive insights for manufacturing performance 

With Calibo’s support, the organization initiated an exploratory data science initiative to build predictive models for yield forecasting. The Calibo platform was used to standardize data ingestion, train ML models, monitor model performance over time, and integrate insights back into operations dashboards. This enabled plant leads to take timely, data-informed actions.

Analytics | Healthcare Innovation | MLOps/AI | Revenue optimization

Industry: Pharmaceuticals & Biotech

Predictive analytics for financial optimization

Calibo enabled deep data analysis to isolate root causes of margin leakage. Predictive models were developed to forecast DIR fees and improve adherence planning. Additionally, real-time tools were designed to assist pharmacists during transactions and a data-driven formulary structure was proposed to guide ACO prescriptions and reduce cost exposure.

Analytics | Data | MLOps/AI