Agentic AI + Enterprise Workflow Automation
Enterprise AI for Sprint Planning and Resource Allocation
Developed an agentic planning workflow to support prioritization, sequencing, trade-off analysis, and resource allocation.
Improved visibility into dependencies and constraints
Supported AI-assisted prioritization and sequencing
Framed as a human-AI collaboration system for workflow redesign
The problem
Product, engineering, and operations teams need better visibility into dependencies, constraints, and competing priorities during planning.
What I built
Formalized product definitions, feature requirements, sprint goals, and workflow logic into structured context for AI-assisted decision support.
Technical approach
- Agentic planning workflow
- Structured Notion-based context
- Feature and sprint-goal reasoning
- Trade-off surfacing
- Resource allocation support
- Research framing around organizational AI adoption
Visuals
Planning workflow diagram
Example sprint prioritization matrix
Human-in-the-loop decision flow