ksb-d12-k0030

name	KSB-D12-K0030
description	Evidence Generation Enhancement: AI-assisted clinical trial design optimization, automated evidence synthesis and regulatory submissi...
version	1.0.0
domain	D12
domain_name	Industry & Regulatory
type	Knowledge
proficiency_level	L4
bloom_level	create
triggers	["explain evidence generation enhancement","what is evidence generation enhancement","create evidence generation enhancement"]
epa_mapping	EPA-06, EPA-09, EPA-16
cpa_mapping	CPA-04
regulatory_refs	FDA-CFR-004, EMA-REG-001

KSB-D12-K0030: Evidence Generation Enhancement

Overview

Domain: D12 - Industry & Regulatory Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Create

Description

AI-assisted clinical trial design optimization, automated evidence synthesis and regulatory submission preparation, machine learning for regulatory endpoint identification, predictive regulatory science research

Context

• Major Section: Global Regulatory Framework Architecture and Strategic Organizational Response
• Section: AI-Enhanced Regulatory Science and Strategic Innovation

EPA Mapping

• EPA-06:3013-3015
• EPA-09:3020-3022
• EPA-16:3035-3036

CPA Pathway

• CPA-04

Regulatory References

• FDA-CFR-004
• EMA-REG-001

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in evidence generation enhancement
2. Apply create level cognitive skills to create the topic
3. Reference relevant regulatory guidance (FDA-CFR-004, EMA-REG-001)
4. Connect to related EPAs: EPA-06, EPA-09, EPA-16

Key Competencies

• AI-assisted clinical trial design optimization, automated evidence synthesis and regulatory submission preparation, machine learning for regulatory endpoint identification, predictive regulatory science research

Assessment Criteria

• Can create core concepts independently
• Demonstrates understanding of regulatory context
• Applies knowledge appropriately to PV scenarios

Related Skills

• Other D12 skills in AI-Enhanced Regulatory Science and Strategic Innovation
• Cross-domain integrations per DAG architecture

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Generated from PV KSB Framework v1.0 | 2025-12-31