Business Analysis for AI Projects


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The 64-topic framework draws from and aligns with over 60 distinct professional standards, frameworks, methodologies, and regulatory requirements.


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Worksheets and Templates

AI Strategy & Solution Design

1.2_Use-Case_Prioritization_Matrix_SAMPLE.xlsx

1.4_Feasibility_ROI_Analysis_CALCULATOR.xlsx

1.5_AI_Implementation_Roadmap_TIMELINE.xlsx

1.7_Vendor_Tool_Evaluation_MATRIX.xlsx

Data Analysis & Insights

2_1_Data_Quality_Tracker.xlsx

2_4_Data_Mapping_Matrix.xlsx

2_7_Feature_Analysis_Matrix.xlsx

2_3_KPI_Dashboard.xlsx

Model Development & Evaluation

3_2_Model_Selection_Comparison_Matrix.xlsx

3_5_Model_Improvement_Backlog.xlsx

3_6_Statistical_Summary_Sample.xlsx

Process Automation & Workflow Engineering

4_1_Sample_RACI_Matrix.xlsx

4_2_Sample_Risk_Assessment_Matrix.xlsx

4_5_Test_Execution_Tracker.xlsx

4_6_Integration_Matrix.xlsx

4_8_Incident_Severity_Matrix.xlsx

Stakeholder Enablement & Communication

5_1_Power_Interest_Stakeholder_Matrix.xlsx

5_1_Communication_Channels_Matrix.xlsx

5_1_Communication_Plan_Template.xlsx

5_2_AI_Adoption_Readiness_Assessment.docx

5_2_Readiness_Assessment_Framework.xlsx

5_2_Maturity_Level_Definitions.xlsx

5_2_Gap_Prioritization_Matrix.xlsx

5_3_AI_Project_Executive_Summary_Sample.pptx

5_5_AI_Capability_One_Pager_SAMPLE.docx

Risk, Compliance & Governance

6_1_AI_Risk_Register_SAMPLE.xlsx

6_1_Risk_Rating_Matrix.xlsx

Performance Optimization & Continuous Improvement

7_1_Current_State_Assessment.xlsx

7_1_Performance_Improvement_Targets.xlsx

7_4_Efficiency_Benchmarking_Report.xlsx

7_6_AB_Test_Results_Report.xlsx

7_6_AB_Test_Sample_Report.xlsx

7_7_Continuous_Improvement_Backlog.xlsx

Cross-Functional Collaboration & Team Support

8_3_RACI_Matrix_Fraud_Detection.xlsx

8_6_Stakeholder_Power_Interest_Matrix.xlsx

8_7_Resource_Planning_Fraud_Detection.xlsx

8_8_Onboarding_Guide.docx