Biopharma Data Governance Solutions
Accelerate scientific breakthroughs on a foundation of trusted data. Break down research silos, maintain absolute GxP compliance, and unleash AI-driven drug discovery by unifying your R&D, clinical, and commercial data into a single, governed ecosystem.
The Strategic Imperative
Modern drug discovery demands data integrity
In biopharma, data is your most valuable asset — but only if you can trust it. As R&D relies more heavily on AI, machine learning, and decentralized clinical trials, managing massive volumes of highly fragmented data becomes a critical bottleneck. StewardIQ eliminates the friction between data speed and data control, empowering scientists and compliance teams to collaborate seamlessly so every dataset is fully traceable, secure, and audit-ready.
Core Capabilities
Unify R&D and clinical data silos
Create a single, standardized semantic layer across disparate LIMS, EDC, and external CRO networks.
Centralized Biopharma Glossary
Establish cross-functional definitions for biomarkers, clinical endpoints, and compounds to align research, clinical, and commercial teams.
Contextual Data Discovery
Empower researchers to instantly locate and understand historical trial data and molecular assets, preventing costly duplicate studies.
CRO Data Harmonization
Seamlessly govern and ingest third-party data streams, ensuring external partner data matches internal quality standards immediately.
Compliance
Ensure continuous GxP and FDA compliance
Automate validation and audit preparation workflows to meet strict regulatory standards including FDA 21 CFR Part 11 and global data privacy mandates.
Immutable Audit Trails
Maintain a complete, time-stamped history of who accessed, modified, or approved clinical and pre-clinical datasets.
Automated Policy Enforcement
Instantly flag data handling violations or unauthorized access to sensitive patient data (PII/PHI) across all environments.
Audit-Ready Reporting
Reduce regulatory submission preparation from weeks to minutes with instantly exportable data provenance reports.
Lineage
End-to-end data lineage for reproducible science
Trace the complete lifecycle of data from initial molecular screening through clinical trials to commercial launch.
Visual Lineage Mapping
Give data citizens and auditors a transparent view of data transformations, pipeline stages, and analytical models.
Reproducibility Safeguards
Document the exact origin, code, and transformation logic of data models to ensure scientific findings can be confidently reproduced.
AI & Digital Health
Govern data for AI and digital health initiatives
Scale your advanced analytics and generative AI initiatives safely by validating the health and compliance of your training data.
AI-Ready Curation
Use StewardIQ's built-in AI to automatically tag, classify, and clean massive unstructured datasets like genomic sequencing or real-world evidence.
Bias and Consent Verification
Automatically cross-reference training datasets against patient consent forms to ensure compliant AI utilization.
Flexible & Embedded Operations
Operations tuned to your pipeline
Domain-based governance for complex pipelines
Configure StewardIQ to match your pipeline's exact structure. Separate or federate governance communities by therapeutic area, development phase, or geographic business unit to ensure data ownership sits with the true domain experts.
Frictionless data helpdesk & access workflows
Accelerate research timelines without compromising security. Researchers can request secure access to protected data subsets directly through integrated workflows, routed automatically to the correct data steward for rapid approval.
Business Value & ROI
Outcomes for biopharma leaders
| Biopharma Challenge | The StewardIQ Solution | Strategic Impact |
|---|---|---|
| Siloed Pre-Clinical & Clinical Data | Unified Data Mesh & Glossary | Faster Time-to-Insight & Accelerated R&D |
| Manual Regulatory Prep (FDA/EMA) | Automated Lineage & Auditing | Drastically Reduced Time-to-Submission |
| Unstructured Data for AI Models | AI-Driven Data Stewardship | High-Fidelity, Trusted Predictive AI Models |
| Patient Privacy Risks (HIPAA/GDPR) | Dynamic Policy Enforcement Engine | Eliminated Data Breach & Compliance Liability |
FAQs
Frequently asked questions
How does StewardIQ support FDA 21 CFR Part 11 requirements?
StewardIQ is built with enterprise security and compliance at its core. The platform provides automated electronic signatures, strict role-based access controls (RBAC), and immutable, time-stamped audit logs that capture every user interaction with your metadata, satisfying the stringent requirements of Part 11.
Can StewardIQ govern unstructured data, like genomic sequences or imaging?
Yes. StewardIQ specializes in cataloging and governing both structured and unstructured data. By applying AI-driven metadata extraction, we can catalog genomic datasets, clinical PDFs, and imaging files, attaching clear business and scientific context so they are discoverable and fully governed.
Achieve Data Confidence™ in Biopharma
