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The work behind the work.

A closer look at the problems, tradeoffs, and systems behind my strategy and operations work. What needed to change, how I approached it, and what the result can actually demonstrate.

Strategy & operations · Planning / 2026

Planning Cycle Workbench

Problem
Competing proposals can look reasonable on their own and still exceed shared capacity or depend on work that won't happen.
My contribution
Problem framing, planning rules, interaction design, and implementation with AI assistance.
Result
A working tool that exposes capacity and dependency conflicts and preserves the decisions behind a plan. Includes a reproducible fictional scenario.
Read the case study : Planning Cycle Workbench

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