agentic-data-stack-community
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AI Agentic Data Stack Framework - Community Edition. Open source data engineering framework with 4 core agents, essential templates, and 3-dimensional quality validation.
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# Business Readiness Validation Checklist - Community Edition
# Basic version for small-scale business preparation
metadata:
checklist_id: "business-readiness-checklist-community"
name: "Business Readiness Validation Checklist - Community Edition"
version: "1.0.0"
description: "Essential business preparedness for community data initiatives"
category: "business-validation"
tags: ["business", "readiness", "stakeholder", "community"]
created_by: "AI Agentic Data Stack Framework - Community"
created_date: "2025-01-24"
# Basic Strategic Alignment
strategic_alignment:
business_objectives:
- [ ] Primary business goals identified
- [ ] Success criteria defined
- [ ] Basic ROI expectations set
- [ ] Key stakeholder support confirmed
- [ ] Project scope agreed upon
value_proposition:
- [ ] Main benefits identified
- [ ] Expected outcomes defined
- [ ] Quick wins planned
- [ ] Risk factors understood
- [ ] Resource requirements estimated
# Stakeholder Readiness
stakeholder_readiness:
key_stakeholders:
- [ ] Primary stakeholders identified
- [ ] Roles and responsibilities defined
- [ ] Communication plan established
- [ ] Decision-making process clarified
- [ ] Feedback mechanisms implemented
change_management:
- [ ] Impact on current processes assessed
- [ ] Training needs identified
- [ ] Support structure planned
- [ ] Resistance factors addressed
- [ ] Adoption strategy outlined
# Data and Process Readiness
data_process_readiness:
data_availability:
- [ ] Required data sources identified
- [ ] Data access permissions obtained
- [ ] Data quality expectations set
- [ ] Data governance basics understood
- [ ] Privacy considerations addressed
process_integration:
- [ ] Current workflow integration planned
- [ ] Process changes documented
- [ ] User workflow impact assessed
- [ ] Standard operating procedures updated
- [ ] Quality control processes defined
# Communication and Training
communication_training:
communication_plan:
- [ ] Communication channels established
- [ ] Regular update schedule defined
- [ ] Issue escalation process created
- [ ] Success celebration planned
- [ ] Documentation sharing method agreed
basic_training:
- [ ] User training needs assessed
- [ ] Training materials prepared
- [ ] Training schedule planned
- [ ] Support documentation created
- [ ] Help desk process established
# Success Measurement
success_measurement:
metrics_tracking:
- [ ] Key performance indicators defined
- [ ] Measurement methods established
- [ ] Baseline metrics captured
- [ ] Review schedule planned
- [ ] Improvement process outlined
# Sign-off
sign_off:
business_approval:
- [ ] Business requirements validated
- [ ] Stakeholder approval obtained
- [ ] Resource commitment confirmed
- [ ] Go-live readiness verified
- [ ] Support structure activated