Business Analysis for AI Projects

1. AI Strategy & Solution Design 2. Data Analysis & Insights 3. Model Development & Evaluation 4. Process Automation & Workflow Engineering
1.1 AI Opportunity Assessment report 2.1 Data Quality Assessment report 3.1 Model Requirements Specification document 4.1 Workflow Mapping Diagram document
1.2 Use-Case Prioritization matrix 2.2 Exploratory Data Analysis (EDA) summary 3.2 Model Selection Comparison matrix 4.2 Automation Opportunity Validation report
1.3 High-Level AI Solution Architecture document 2.3 KPI & Metrics Dashboard blueprint 3.3 Model Evaluation & Benchmarking report 4.3 RPA/LLM Automation Requirements brief
1.4 Feasibility & ROI Analysis report 2.4 Data Mapping & Schema Documentation 3.4 Error Analysis summary 4.4 Prompt Engineering Standards guide
1.5 AI Implementation Roadmap plan 2.5 Insight Interpretation Summary report 3.5 Model Improvement Backlog 4.5 Automated Workflow Test Plan
1.6 Stakeholder Requirements Summary document 2.6 Data-Driven Recommendations brief 3.6 Training & Validation Dataset Summary 4.6 Integration & API Requirements document
1.7 AI Vendor/Tool Evaluation checklist 2.7 Model Input Feature Analysis document 3.7 Risk & Bias Assessment report 4.7 Post-Automation Efficiency Analysis report
1.8 Proof-of-Concept (POC) Design brief 2.8 Data Visualization Storyboard 3.8 MLOps Deployment Plan 4.8 Automation Maintenance Checklist

 

5. Stakeholder Enablement & Communication 6. Risk, Compliance & Governance 7. Performance Optimization & Continuous Improvement 8. Cross-Functional Collaboration & Team Support
5.1 Stakeholder Communication Plan 6.1 AI Risk Assessment report 7.1 Model Performance Improvement Plan 8.1 Project Charter document
5.2 AI Adoption Readiness Assessment report 6.2 Model Governance Framework document 7.2 Drift Monitoring Report 8.2 Sprint Backlog for AI tasks
5.3 Executive Summary Presentation deck 6.3 Compliance & Policy Alignment checklist 7.3 Model Retraining Schedule document 8.3 Cross-Functional Roles & Responsibilities matrix
5.4 Use-Case Storytelling Brief 6.4 Responsible AI Guidelines guide 7.4 Efficiency Benchmarking Summary 8.4 Collaboration Workflow Guide
5.5 AI Capability Overview one-pager 6.5 Data Privacy Considerations report 7.5 Optimization Recommendations report 8.5 Meeting Notes & Decision Log document
5.6 Training Session Outline document 6.6 Audit Readiness Documentation packet 7.6 A/B Testing Results document 8.6 Stakeholder Alignment Summary report
5.7 FAQ & Talking Points sheet 6.7 Model Monitoring Standards document 7.7 Continuous Improvement Backlog 8.7 Resource Planning Sheet
5.8 Stakeholder Feedback Summary report 6.8 Post-Implementation Risk Review report 7.8 Performance KPI Dashboard specification 8.8 Onboarding Guide for New AI Team Members