AI-Enabled
Statistical Analysis Platform
Accelerate TLF validation processes, streamline workflows, and enhance visibility
The Verify Essentials
Speed review cycles with a purpose-built control tower for centralized TLF review and QC tracking.
Optimized collaboration and review
Unify all TLF review roles within Verify to ensure that everyone has access to the most up-to-date information – avoiding delays caused by scattered emails, offline spreadsheets, and marked-up PDFs. Save 2 hours of manual effort daily by working within a synchronized platform where you can comment directly on digitized TLFs, adjudicate issues, assign responsibilities, update priorities, and share files.
Centralized end-to-end QC management
Gain real-time visibility and oversight with automated QC progress and task tracking, so that you can quickly address bottlenecks, accelerate decision making, and monitor overall delivery readiness.
Inspection-ready audit trail
Every action is automatically captured in an immutable log to support traceability, accountability, and regulatory compliance.
Verify Validate
Accelerate early error detection and upstream remediation with an extensive library of AI-enabled validation checks.
Comprehensive AI-enabled TLF analysis
Verify’s AI-enabled parsing technology converts thousands of static TLFs into a machine-readable database, enabling standardized analysis of your delivery sets without study-specific code or configurations.
Early-stage high quality outputs
Harness AI power to quickly identify errors and minimize visual review, and instead focus your expertise on high-value aspects of clinical trials, such as primary efficacy endpoints and complex algorithms and analyses.
Verify AI-enabled validation checks
- Format Checks validate formats, titles, footnotes, and TLF structural characteristics
- Reference Checks validate consistency of TLFs against reference documentation such as mock shells and LoT/ToC
- Within-Table Checks validate arithmetic and hierarchies within tables
- Cross-Table Checks validate consistency across table sets
Verify Generate
Leverage AI and human expertise to build a structured metadata store, powering TLF validation, data transformation, and metadata reuse. Preserve and utilize data lineage while creating multiple parallel streams of value from a single resource.
AI-powered table generation for validation
Verify automates the extraction of results metadata by reverse engineering your tables and linking table entities to corresponding ADaM columns and values. Verify uses this metadata alignment to generate tables, enabling accurate Table vs ADaM Checks.
Seamlessly coordinated AI and human expertise
Use Verify’s Metadata Curator to review and cultivate AI-identified metadata alignment, providing key human-in-the-loop (HITL) expert feedback and oversight to refine your structured metadata store.
Unlock the benefits of a high-quality structured metadata store
Your curated metadata is retained within Verify, preserving data lineage and enabling a unified, traceable picture of statistical summary data and its metadata antecedents. Your structured metadata store enables high-quality AI input, providing the basis for advanced AI-powered table generation, metadata management and reuse, and data transformation to align with standards.