Case Studies

Supplier Qualification Automation Case Study
Eliminating Manual Chaos: How Supplier Qualification Automation Streamlined Document Management for a Global Pharma Leader Client A multinational pharmaceutical company managing hundreds of supplier onboarding and qualification cycles every year across R&D and manufacturing operations. Business Need Despite strong scientific expertise, the client struggled to optimize site coordination and oversight due to fragmented digital systems.

CRA Agentic Engine Case Study
Empowering CRAs, Accelerating Trials: How a Unified Site Management & Monitoring Platform Transformed Global Biotech Study Operations Client A global biotechnology company conducting multiple oncology, immunotherapy, and rare disease trials across more than 40 research sites worldwide. The Clinical Research Associates (CRAs) played a pivotal role as the operational bridge

Budget and Coverage Analysis Case Study
From 4-Week Negotiations to 5-Day Approvals: How Automated Budget Intelligence Accelerated Oncology Site Startup Client A global pharmaceutical sponsor conducting a multi-site oncology clinical trial involving 12 geographically distributed research centers. Business Need The sponsor’s site onboarding and budget approval cycles were consistently delayed due to non-standardized budget formats, manual negotiation workflows, and

Smart Study Design Case Study
Designing Trials at the Speed of Innovation: How Smart Study Design Reduced Oncology Protocol Timelines by 40% Client A leading global pharmaceutical company conducting multiple oncology clinical trials across regions, indications, and patient cohorts. Business Need The client’s study design lifecycle was slow, manual, and highly variable across teams and therapeutic

Pharmacovigilance Case Study
Reinventing Drug Safety: How End-to-End Pharmacovigilance Automation Cut Manual Effort by 60% and Accelerated Global ICSR/SUSAR Reporting Client A global biopharmaceutical company responsible for managing safety reporting across multiple products and regulatory regions, including high-volume ICSR and SUSAR submissions. Business Need The client’s Pharmacovigilance (PV) operations were heavily dependent on manual

Cloud Migration Case Study
Modernizing Healthcare Data Infrastructure: How Azure Cloud Migration Cut Processing Time by 87% and Unlocked Real-Time Analytics Client A major U.S.-based healthcare insurance payer serving millions of members across employer-sponsored and government-backed health programs. Business Need The organization relied on an aging on-premise data warehouse to manage complex datasets—including claims, member, and provider information. Over

Digital Twin–Enabled OEE Case Study
Cutting Losses, Boosting Throughput: How Digital Twin–Enabled OEE Monitoring Transformed Glass Manufacturing Efficiency Client A leading glass windows manufacturing company specializing in high-precision glass cutting and assembly for industrial and commercial projects. Business Need The company was struggling with high glass wastage during the cutting process, resulting in increased production costs

Shipment Validation Case Study
Speeding Up Supply Chain Decisions: How Automated Shipment Validation Enhanced Accuracy and Compliance Client A global pharmaceutical manufacturer managing large-scale drug shipments through SAP and TraceLinkRx systems to ensure end-to-end traceability and compliance. Business Need The client’s manual shipment validation process was slow, error-prone, and resource-intensive. Data mismatches between SAP and TraceLinkRx frequently went unnoticed, leading to reporting errors,

DEA Validation Case Study
Driving Compliance Efficiency: How Automated DEA Validation Reduced Operational Costs by 70% Client A mid-sized pharmaceutical manufacturer managing large volumes of controlled substance transactions subject to U.S. DEA (Drug Enforcement Administration) compliance requirements. Business Need The client’s manual DEA license validation process had become a bottleneck as business operations scaled. Each transaction

FDA Search Bot Case Study
Accelerating Regulatory Intelligence: How FDA Search Bot Automation Streamlined Deficiency Management for a Pharma Innovator Client A global pharmaceutical organization managing multiple product submissions and communications with the U.S. FDA across its therapeutic portfolio. Business Need The client’s FDA Review and Deficiency Letters were dispersed across numerous repositories, making it difficult for regulatory and