START WITH REAL WORK TURN AI INTO A WORKFLOW THAT LASTS

AI-native product manager with a forward-deployed operating model: enter the real workflow, validate hands-on with AI coding, and stay accountable through rollout. Work spans 10+ stores, 5,000+ SKUs on a peak day, and listings cut from four minutes to thirty seconds.

ECHOD

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AI-Native
Product ManagerForward-deployed: close to the workflow, hands-on through rollout.I'm Echod, an AI-native product manager with two years in frontline cross-border commerce. I find bottlenecks inside real workflows, use Claude Code / Codex to validate prototypes, integrations, and internal tools, then define human/AI boundaries, acceptance criteria, and exception loops so product, engineering, and operations can ship and keep improving the system.

START WITH REAL WORKTURN AI INTOA WORKFLOW THAT LASTS

Enter the real workflow and find the bottleneck and data contract. Prove the path hands-on. Then define human/AI boundaries, acceptance criteria, and exception loops. A model going live is not the outcome; the business result is.

Public work includes seedance21pro.com, gptimg.app, omniveo.app.

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