AI data pipelines, tailored through collaboration.
Healytex delivers three core data pipeline services—SDTM Automation AI, ADaM AI, and TLF Studio AI—each built on proven template pipelines that we customize with your team to fit your biometrics standards, execution languages and operating environment.
Three AI pipelines. One customizable foundation.
Each service starts from a governed template data pipeline—metadata-driven, traceable and designed for regulated work. We then collaborate with your biometrics team to adapt mappings, derivations, shells and execution to your study standards, languages and downstream systems.
SDTM Automation AI
Accelerate source-to-SDTM conversion with AI-assisted mapping, controlled terminology and specification generation—executed through a template pipeline your team can review, approve and run in your environment.
- Template data pipeline for raw → SDTM domain builds
- AI-assisted source-to-target mapping proposals
- CDISC SDTM conformance and Define-XML alignment
- Reusable sponsor standards and derivation logic
- Validation, lineage and expert review checkpoints
ADaM AI
Generate analysis-ready ADaM datasets from approved SDTM and analysis specifications—ADSL, BDS structures, population flags and derivations—through a template pipeline tuned to your SAP and programming standards.
- Template data pipeline for SDTM → ADaM derivations
- AI-assisted derivation spec drafting from SAP inputs
- Traceable ADSL, BDS and custom analysis structures
- Adaptable to SAS, R or your validated toolchain
- QC workflows with full provenance and version control
TLF Studio AI
Produce tables, listings and figures from approved shells and analysis datasets—reducing repetitive statistical programming while keeping output formatting, footnotes and review workflows under your control.
- Template data pipeline for ADaM → TLF generation
- Shell-driven tables, listings and figures
- Configurable layouts aligned to sponsor style guides
- Integration with your analysis and QC environment
- Submission-ready output packages with audit evidence
Collaborative delivery—not off-the-shelf software.
Our pipelines are a strong starting point, but every biometrics organization runs different systems, languages and quality models. We work alongside your team to shape each pipeline around what you actually operate—not a generic vendor playbook.
- Discover & scope You share study data, specifications, execution languages (SAS, R, etc.), QC expectations and integration constraints. We map the gap between our template pipelines and your production reality.
- Select & customize We configure the relevant template data pipeline—SDTM, ADaM or TLF—and collaborate with your biometrics experts to adapt mappings, derivations, shells and validation to your standards.
- Build & validate Together we iterate on the tailored pipeline in a governed workflow: review AI-assisted proposals, approve specifications, run controlled execution and close validation findings before production use.
- Deploy & hand off When the engagement succeeds, you receive a bespoke pipeline integrated with your environment—a solved case for that data path, owned and operable by your team.
- Maintain & support After go-live, we stay available for maintenance, protocol amendments, study extensions and ongoing services—so the pipeline keeps pace as your portfolio evolves.