| AI Strategy & Solution Design | Data Analysis & Insights | Model Development & Evaluation | Process Automation & Workflow Engineering | Stakeholder Enablement & Communication | Risk, Compliance & Governance | Performance Optimization & Continuous Improvement | Cross-Functional Collaboration & Team Support |
| AI Opportunity Assessment report | Data Quality Assessment report | Model Requirements Specification document | Workflow Mapping Diagram document | Stakeholder Communication Plan | AI Risk Assessment report | Model Performance Improvement Plan | Project Charter document |
| Use-Case Prioritization matrix | Exploratory Data Analysis (EDA) summary | Model Selection Comparison matrix | Automation Opportunity Validation report | AI Adoption Readiness Assessment report | Model Governance Framework document | Drift Monitoring Report | Sprint Backlog for AI tasks |
| High-Level AI Solution Architecture document | KPI & Metrics Dashboard blueprint | Model Evaluation & Benchmarking report | RPA/LLM Automation Requirements brief | Executive Summary Presentation deck | Compliance & Policy Alignment checklist | Model Retraining Schedule document | Cross-Functional Roles & Responsibilities matrix |
| Feasibility & ROI Analysis report | Data Mapping & Schema Documentation | Error Analysis summary | Prompt Engineering Standards guide | Use-Case Storytelling Brief | Responsible AI Guidelines guide | Efficiency Benchmarking Summary | Collaboration Workflow Guide |
| AI Implementation Roadmap plan | Insight Interpretation Summary report | Model Improvement Backlog | Automated Workflow Test Plan | AI Capability Overview one-pager | Data Privacy Considerations report | Optimization Recommendations report | Meeting Notes & Decision Log document |
| Stakeholder Requirements Summary document | Data-Driven Recommendations brief | Training & Validation Dataset Summary | Integration & API Requirements document | Training Session Outline document | Audit Readiness Documentation packet | A/B Testing Results document | Stakeholder Alignment Summary report |
| AI Vendor/Tool Evaluation checklist | Model Input Feature Analysis document | Risk & Bias Assessment report | Post-Automation Efficiency Analysis report | FAQ & Talking Points sheet | Model Monitoring Standards document | Continuous Improvement Backlog | Resource Planning Sheet |
| Proof-of-Concept (POC) Design brief | Data Visualization Storyboard | MLOps Deployment Plan | Automation Maintenance Checklist | Stakeholder Feedback Summary report | Post-Implementation Risk Review report | Performance KPI Dashboard specification | Onboarding Guide for New AI Team Members |
