II.
LibraryProcess overview
Reference · livelib-process:decision-intelligence--ab-testing-experimentation
ab-testing-experimentation overview
A/B Testing and Experimentation Framework - Establishment of controlled experimentation capabilities for data-driven decision validation and continuous improvement.
Attributes
displayName
ab-testing-experimentation
description
A/B Testing and Experimentation Framework - Establishment of controlled experimentation
capabilities for data-driven decision validation and continuous improvement.
libraryPath
library/specializations/domains/business/decision-intelligence/ab-testing-experimentation.js
specialization
decision-intelligence
references
- - Online Experiments: https://hbr.org/2017/09/the-surprising-power-of-online-experiments - Trustworthy Online Controlled Experiments (Microsoft, Google)
example
const result = await orchestrate('specializations/domains/business/decision-intelligence/ab-testing-experimentation', {
projectName: 'Digital Experience Experimentation Program',
experimentContext: { domain: 'website', traffic: '1M monthly visitors' },
hypotheses: ['New checkout flow increases conversion', 'Personalization increases engagement'],
metrics: ['conversion rate', 'revenue per visitor', 'engagement']
});
usesAgents
- general-purpose
Outgoing edges
lib_applies_to_domain1
- domain:business-intelligence·DomainBusiness Intelligence
lib_belongs_to_specialization1
- specialization:decision-intelligence·SpecializationDecision Intelligence
lib_implements_workflow1
- workflow:market-analysis·WorkflowMarket Analysis
lib_involves_role2
- role:data-analyst·RoleData Analyst
- role:business-analyst·RoleBusiness Analyst
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:business-analysis·SkillAreaBusiness Analysis
Incoming edges
None.