AI-based Cloud Data Platform Purpose-built for Commercial Pharma
In today’s digital world, pharma companies are looking for frameworks that are simple, smart, and can be used at the enterprise level, preventing data silos, and providing precise actionable insights.
Within a decade, investments in commercial data platforms have increased multi-folds to break data silos, increase collaboration, enable IT, and generate quick actionable insights. Even after these investments, only a few commercial data platforms have proven successful as most pharma organizations have been struggling with several challenges such as high costs, scalability, data quality, high deployment times, and choosing the right data models.
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Overview
DZHarmonyTM is an AI/ML-driven intelligent and purpose-built cloud solution for pharma to meet their end-to-end data management needs. It is a big data platform and a one-stop solution for data lakes, data warehousing, data ingestion, data quality, data cataloguing, data lineage, data models, data profiling, data exchange, and commercial reporting.
DZHarmony is scalable, secure, and governed, which serves the use cases of both IT and business users in enhancing collaboration and efficiency between teams.
Product Features
Smart connectors to ingest 300+ pharma data sources
100+ pre-built data quality checks enable early discovery of data anomalies
Pre-built reports for sales and marketing teams focused on selective KPIs
Purpose-built for pharma commercial data and use cases
Data catalogue and lineage map for IT use cases
Scalable across therapeutic class, business units, brands, and geographies
Business rules, SOPs, and policy repository for knowledge management
Configurable, customizable, and metadata-driven solution
Multi-layered security access management
Business Benefits
Accelerates your product launches and growth needs
Reduces deployment and operational cost
Provides complete transparency and control on your organization data
Scales up as your business grows — across data, products, and geographies
Accelerates AI/ML deployment through high quality data
Establishes API-driven connectivity
Configurable data quality checks improve the data accuracy, consistency, completeness, and timeliness to empower data analysts to do their jobs effectively
Our success stories
Guide to setting up a Cloud Data Management Platform
Our guide for a sucessful Cloud Data Managament platform implementation, through our deep expertise With the expansion of digitalization, Big data, and customer first attitude, we have noticed a shift…
Accelerate your Cloud Data Platform journey through DZHarmony
HARMONYTM, our purpose built Cloud Data Platform for Pharma, can accelerate your Cloud Data Platform journey with cost and time savings. Smart Data Intake, Quality, Data Pipelines, and Speed to…
Modern Data Platforms: Build or Buy Dilemma
Read about the key factors to consider while making build versus buy decision for modern data management and insight platforms. In quest of modernization, most Life Science organizations are embarking…
Improving sales through understanding patient behavior
Integrating traditional patient studies like persistency, compliance, and length of therapy to better understand the behavior in dropping off a drug. How DataZymes combined different studies like persistency, compliance and…
Evaluating Strategic Investment Opportunities
Understanding Competition, Evidence and Maturity Around Set of Upcoming Delivery Technologies . How DataZymes combined its expertise, experience and set of novel analytical frameworks to compare the maturity status of…
Measure and Improve Data Quality Across the Continuum
DZLumen TM Pharma Data Quality solution has 200+ Checks across variance, deviation, referential integrity and Business Checks. As Pharma and Life Science industry heads towards a Patient-focused eco-system, data assets…
