elluminate Mapper — No-Code Data Standardization
Standardizing data into the CDISC SDTM format was once a task reserved for highly specialized SAS programmers. In 2026, elluminate Mapper has democratized this process through a no-code, drag-and-drop interface.
Mapper uses ML-driven data classification to automatically recognize incoming data domains (such as Demographics, Vital Signs, or Adverse Events) and suggest the appropriate mapping to industry standards. Non-programmers can perform complex transformations, pivots, and derivations without writing a single line of code. For complex cases, the system allows for "SQL-injection," but the majority of work is handled through a visual interface that maintains a complete, 21 CFR Part 11-compliant audit trail. This has effectively shifted the data standardization process "upstream," allowing for cleaner data earlier in the trial lifecycle.