Enterprise-Grade Discipline for Small and Mid-Sized Sponsors, Biotech, & CROs
Clinical Biometrics Modernization
INNOVIZZ modernizes and optimizes SDTM, ADaM, TLF, and SAS programming environments for those who require rigorous execution without enterprise overhead. We work inside regulated architectures to improve performance, traceability, and submission readiness, without destabilizing active studies.
Built on 13+ years of hands-on clinical programming across Fortune 500 pharmaceutical and CRO environments.
Controlled modernization inside your existing environment. No disruption to active studies.
Domain-Native Expertise
SDTM, ADaM, TLF, PC BASE SAS, SAS Viya, Pinnacle 21 + eCLI, JSON, Data ETL Pipelines, and CDISC governance built from years inside the environment, not outside it.
Controlled Implementation
Every enhancement documented, change-managed, and designed to work within your governance framework.
Measured Outcomes
Baselined performance metrics with quantified improvement reporting at program close.
Proven Results.
The Problem
Small and mid-sized sponsors often operate between two extremes.
- Large CRO engagement models prioritize scale and layered process that reduces agility.
- Internal programming teams operate under submission pressure with limited modernization bandwidth.
“INNOVIZZ closes that gap through disciplined biometrics modernization built for controlled, regulated environments, delivering the rigor your submissions demand without the overhead your budget cannot absorb.”
Core Biometrics Capabilities
SAS and SAS Viya Modernization
✓ Codebase assessment and targeted refactoring
✓ SAS Grid and CAS enablement strategy
✓ Performance optimization and parallel processing architecture
✓ CI/CD framework design for regulated pipelines
✓ Controlled environment enhancement aligned to GxP requirements
SDTM and ADaM Workflow Optimization
✓ Derivation logic standardization across therapeutic areas
✓ Repetitive task automation to reduce manual programming dependencies
✓ Spec-to-code traceability reinforcement
✓ CDISC compliance hardening with Pinnacle 21 integration support
✓ Define generation and Dataset-JSON readiness preparation
TLF Production Engineering
✓ Shell standardization and template framework development
✓ Reproducible reporting pipelines
✓ Production cycle stabilization and throughput improvement
✓ Output consistency enforcement across studies
Quality Control and Validation Strengthening
✓ QC loop efficiency mapping and cycle time analysis
✓ Defect pattern analysis with root cause identification
✓ Pre-validation automation layers
✓ Structured documentation alignment for audit readiness
✓ Validation framework alignment to GAMP 5 principles
Standards and Submission Readiness
✓ CDISC governance framework reinforcement
✓ Dataset-JSON migration readiness assessment
✓ Metadata governance alignment
✓ Submission workflow hardening for FDA and EMA pathways
✓ 21 CFR Part 11 compliance posture review
Operating Philosophy
Disciplined Engagement Inside Your Environment.
We implement controlled modernization inside your existing environment with documented, reviewable, and auditable improvements, designed to pass the scrutiny your regulatory obligations require.
Delivery Structure
- Architecture and Workflow Assessment
- Bottleneck and Risk Mapping
- Controlled Enhancement Design
- Regulated Implementation with Change Control Documentation
- Measured Outcome Validation
Each phase is documented and aligned to your governance framework. All deliverables are designed for internal review and regulatory defensibility.
Ideal Engagement Profiles
✅ Small and mid-sized pharma sponsors managing biometrics in-house or through lean CRO partnerships
✅ Growing biotech organizations approaching first or repeat submissions
✅ CRO biometrics teams seeking workflow optimization without platform migration
✅ SAS programming groups preparing for Viya modernization or Dataset-JSON transition
✅ Sponsors tightening submission governance ahead of regulatory milestones
Expected Outcomes
✅ Measurable reduction in programming cycle times across SDTM, ADaM, and TLF production
✅ Quantified decrease in QC rework cycles and defect recurrence
✅ Strengthened traceability posture from specification through submission
✅ Increased automation maturity with documented baseline-to-improvement metrics
✅ Clear modernization roadmap with prioritized next-phase recommendations
Structured Engagement: The Biometrics Acceleration Sprint™
For sponsors seeking a defined, discovery-led modernization program with measurable deliverables and a fixed timeline, explore the Biometrics Acceleration Sprint™, our structured 12-24 week program designed to deliver quantified improvement without destabilizing ongoing studies.
Initiate Structured Biometrics Modernization
Schedule a Clinical Biometrics Consultation to discuss your environment, your constraints, and where controlled modernization can deliver the greatest impact.
