Demonstrates the ability to responsibly use generative AI tools and copilots (e.g., LibreChat, Gemini, Glean) in daily workflows, continuously learn as tools evolve, and apply human‑in‑the‑loop practices to deliver business‑ready outputs and drive measurable improvements in efficiency, cost, and quality. You'll ensure marketing activities are accurately tracked, measurable, and clearly tied to pipeline, revenue, and customer goals, while reducing operational friction so marketers and cross‑functional partners can move quickly without sacrificing quality.