business-analyst-toolkit

Files (16)

• HOW_TO_USE.md
• SKILL.md
• improvement-proposal-template.md · assets/
• process-charter-template.md · assets/
• raci-matrix-template.md · assets/
• stakeholder-analysis-template.md · assets/
• frameworks.md · references/
• templates.md · references/
• tools.md · references/
• charter_builder.py · scripts/
• gap_analyzer.py · scripts/
• improvement_planner.py · scripts/
• kpi_calculator.py · scripts/
• process_parser.py · scripts/
• raci_generator.py · scripts/
• stakeholder_mapper.py · scripts/

SKILL.md (first lines)

# Business Analyst Toolkit

## Overview

This skill provides structured frameworks and automation tools for business process analysis, requirements documentation, and workflow optimization. It is specifically tailored for **retail**, **supply chain**, and **technology** organizations.

**Core Value:** 60% faster process documentation, 40% reduction in stakeholder alignment time, 50% less time analyzing processes with automation tools

**Target Audience:** Business Analysts, Process Improvement Specialists, Product Managers working in retail, supply chain, or technology sectors

**Industry Focus:** Retail (including e-commerce), Supply Chain, Technology/SaaS


## Core Capabilities

- **Process Discovery & Analysis** - Map current-state operations, identify bottlenecks and inefficiencies
- **Requirements Documentation** - Capture business needs with structured templates and acceptance criteria
- **Process Improvement Design** - Create future-state workflows with measurable benefits
- **Stakeholder Management** - Map influence networks and develop engagement strategies
- **Gap Analysis** - Identify missing elements with severity scoring and recommendations


## Industry-Specific Guidance

### Retail & E-commerce

**Common Processes to Analyze:**
- Order fulfillment and shipping workflows
- Inventory management and replenishment
- Point-of-sale (POS) transaction flows
- Customer returns and exchanges
- Omnichannel experience (online, in-store, mobile)
- Loyalty program operations

**Key Constraints:**
- Peak season scalability (Black Friday, holidays)
- Real-time inventory accuracy requirements
- Payment processing compliance (PCI-DSS)
- Customer experience expectations (speed, convenience)
- Multi-location coordination

**Metrics to Track:**
- Order-to-delivery cycle time
- Inventory turnover rate
- Cart abandonment rate
- Customer satisfaction (NPS, CSAT)
- Return rate and processing time

### Supply Chain

**Common Processes to Analyze:**
- Procurement and vendor management
- Warehouse operations and picking/packing
- Transportation and logistics coordination
- Demand forecasting and planning
- Quality control and inspection
- Reverse logistics and returns

**Key Constraints:**
- Lead time variability from suppliers
- Warehouse capacity limitations
- Transportation cost optimization
- Regulatory compliance (customs, safety)
- Supplier reliability and risk

**Metrics to Track:**
- Perfect order rate
- Inventory days on hand
- Supplier on-time delivery
- Warehouse utilization
- Cost per unit shipped

### Technology / SaaS

**Common Processes to Analyze:**
- Software development lifecycle (SDLC)
- Customer onboarding and provisioning
- Support ticket escalation and resolution
- Feature request intake and prioritization
- Release management and deployment
- Integration and API workflows

**Key Constraints:**
- Technical debt and legacy systems
- Data security and privacy requirements
- Scalability and performance needs
- Integration complexity across platforms
- Rapid feature velocity expectations

**Metrics to Track:**
- Time to first value (TTFV)
- Support ticket resolution time
- System uptime and reliability
- Feature adoption rate
- Customer churn rate


## Methodology Variants

### Agile BA Approach

**When to Use:** Fast-moving environments, iterative delivery, continuous collaboration

**Workflow Adaptations:**
- User stories instead of comprehensive BRDs
- Iterative refinement over upfront documentation
- Continuous stakeholder collaboration
- Sprint-based requirement delivery
- Just-in-time analysis

**Key Artifacts:**
- User stories with acceptance criteria
- Story maps
- Sprint backlog items
- Definition of Done
- Retrospective insights

### Waterfall BA Approach

From ai-mindset-org/pos-sprint, MIT.

More from ai-mindset-org/pos-sprint