Value Pillars

Standard Library

Standard
Library

Centralized repository for reusable CDISC and sponsor-specific standards.

Automated SDTM Mapping

Automated SDTM
Mapping

Auto-generate SDTM mapping specifications directly from CRFs, data dictionaries, and standards.

AI Generated ADaM Derivations

AI Generated
ADaM Derivations

Build consistent, reusable ADaM frameworks with meta- data driven logic.

Production Ready SAS & R Code

Production Ready
SAS & R Code

Generate validated, analysis ready programs aligned with approved logic.

Real Time Collaboration

Real Time
Collaboration

Review, refine, and approve specifications in a shared workspace.

How Data Mapper Works

Import

Ingest
Metadata

Upload CRFs, data dictionaries, and standards. Data Mapper interprets structure and relationships.

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Map

Auto Generate Specifications

Instant SDTM mapping specs
and ADaM derivation frameworks.

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Generate

Collaborate &
Refine

Multiuser editing,
commenting, versioning, and approvals.

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Review

Generate
Code

AI-based engine outputs production ready SAS or R programs.

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Deliver

Reuse &
Scale

Apply standards across studies for consistent, scalable workflows.

Feature Deep Dive

SDTM Automation

  • Automated mapping from metadata
  • Intelligent variable alignment
  • Controlled terminology integration
  • Version tracking & audit trails
SDTM Automation

ADaM Framework Builder

  • Derivation logic templates
  • Reusable standards across studies
  • Cross study scalability
ADaM Framework Builder

AI Code Generator

  • SAS or R output
  • Aligned with approved logic
  • Reduces manual programming effort
  • Improves consistency and QC efficiency
AI Code Generator

Collaboration & Governance

  • Multi-user editing
  • Role-based access
  • Commenting & approvals
  • Full traceability
Collaboration & Governance

Data Mapper Key Highlights

  • Built on the same principles as TFL Designer
  • Unified workflow from metadata → specs → code
  • Reduces timelines and programming costs
  • Enhances quality and consistency
  • Designed for portfolio-level scalability
Data Mapper Workflow

Why Data Mapper?

70%

Reduction in SDTM/ADaM
Spec Development Time

Consistency and Quality Improvements Across Studies

50–70%

Reduction in Programming
Effort

Interested in learning more?

Our experts are here to help you streamline your clinical reporting with automation, compliance, and full transparency. Whether you're exploring solutions or ready to implement, we’ll guide you every step of the way.