Databricks for Clinical Trials and Real-World Evidence: Faster, Smarter, Audit-Ready Studies
Clinical trials are becoming more complex, more global and more data-intensive. De-centralised trials, wearable, genomics and real-world data sources promise faster and more representative studies — but only if sponsors can integrate and govern that data effectively. The Databricks Data Intelligence Platform provides the foundation to do exactly that.
The challenge
Multiple data sources — EDC systems, labs, imaging, ePRO, wearables and EHR-derived real-world data
Long timelines for data cleaning, reconciliation and study database lock
Patient recruitment and diversity challenges that delay studies
Regulatory expectations for traceability, data integrity and 21 CFR Part 11 compliance
Collaboration complexity with CROs, sites and data partners
How Databricks helps
Unified clinical data lakehouse. Ingest and harmonise trial and real-world data at scale, aligned with standards such as CDISC and OMOP.
Governance and traceability. Unity Catalog provides lineage from source to submission-ready datasets, along with access controls and audit logs.
AI for trial operations. Machine learning models predict enrolment, identify high-performing sites and flag data-quality issues early, while GenAI can summarise protocols and safety narratives.
Secure data collaboration. Delta Sharing and clean rooms enable collaboration with partners and real-world data providers without exposing raw patient data.
High-impact use cases
Site selection and enrolment forecasting
Risk-based monitoring and early detection of data anomalies
Real-world evidence studies and external control arms
Safety signal analysis across trial and post-market data
Faster, traceable data preparation for regulatory submissions
Benefits
Shorter study timelines and faster database lock
Better patient recruitment and more representative trials
Audit-ready data lineage for regulators
Lower data-management cost per study
Bringing compliance into the loop
REDE Consulting connects Databricks with ServiceNow IRM/GRC, so data-quality issues, protocol deviations and partner risks identified in analytics automatically flow into quality and compliance workflows — creating a closed loop from insight to action.
About REDE Consulting
REDE Consulting helps regulated enterprises across the USA, Europe and South-East Asia turn risk and compliance into a strategic advantage. We combine deep ServiceNow IRM/GRC expertise with Databricks Data + AI to create one connected risk intelligence layer for Finance, Pharma & Life Sciences, and Healthcare.
Our services include:
Strategic advisory & regulatory intelligence — maturity assessments, gap analysis and roadmaps
ServiceNow IRM/GRC implementation — risk, policy, audit, third-party risk, resilience and automated control testing
AI-powered development & data-led governance — custom ServiceNow builds, Databricks pipelines, predictive risk analytics and AI governance
Managed services & continuous governance — continuous monitoring, optimization and remote expert pods
With certified consultants (ServiceNow, CISA, CRISC, CISM and GxP), pre-built accelerators and coverage of 150+ compliance frameworks — including DORA, NIS2, SOX, HIPAA, HITRUST, GxP, 21 CFR Part 11 and PCI DSS — we help global clients go live 40–60% faster.
Connect with our team
Ready to explore what AI-powered risk and data intelligence can do for your organisation? Email us at info@rede-consulting.com or visit www.rede-consulting.com to book a conversation with our experts.
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