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24 September 2026

C1CDISC × AI × TFL30 min

What did the 2026 CDISC AI winners actually automate?

Read the newly published 2026 CDISC AI Challenge results across synthetic SDTM/ADaM, SAP and TFL generation, then design your own traceable AI-assisted TFL pipeline.

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3AI challenge use cases

SDTM→TFLstandards-native automation

1pipeline to design

Designed for consistency

Less noise. Better signals.

Source-aware

Official and primary sources establish facts.

Personalised

Priority goes to AI, clinical research, SAS, CDISC and statistical programming.

Active

Every edition ends with retrieval, retelling or a professional speaking task.

September 2026

24 SepCDISC AI winners: synthetic SDTM/ADaM, SAP and TFL automation↗23 SepAI in trials: intervention vs operations and validation↗22 SepClinAgent: Thin MCP, Thick Skills for clinical programming↗21 SepGxP-Agent: process DAGs, ADaM automation and validation↗20 SepMedCP: agentic RWE, EHR tools and reproducible evidence↗19 SepClinAgent: source-aware trial retrieval and evidence paths↗18 SepOn-premise clinical AI agents: permissions, execution and auditability↗17 SepLLM trial audit: primary-outcome changes and endpoint lineage↗16 SepLLM adverse-event detection: disagreement as a safety-review signal↗15 SepSAP-to-code fidelity: silent errors and statistical QC↗14 SepEHR free text to analysis data: extraction, timing and provenance↗13 SepDefensible AI outputs: governance, provenance and ClinAgent↗12 SepCDISC AI 2026: synthetic SDTM/ADaM, SAPs, TFLs and traceability↗11 SepSemantic metadata: why CDISC still matters for AI agents↗10 SepSingle pivotal trials: replication, robustness and TFL transparency↗09 SepMulti-agent trials: task autonomy, standards, blinding and accountability↗08 SepLongitudinal AI: preprocessing, external validation and data lineage↗07 SepReusable agent skills: procedural knowledge, context and deterministic checks↗06 SepMeaningful human oversight: approval fatigue and skill preservation↗05 SepWorkflow-aware benchmarking: state, evidence, tools and escalation↗04 SepFive-phase validation: from SP AI benchmark to production↗03 SepTrialGPT 2.0: from benchmark to deployable clinical workflow↗02 SepDigital endpoints: continuous sensor streams, derivation and provenance↗01 SepLLM semantics and deterministic TFL validation↗

24 Sep Markdown 24 Sep HTML 24 Sep PDF