Kelly Liu
All services

Practice 04

AI-Enabled Marketing Operations & Productivity

Apply AI to marketing workflows without the hype — ideation, reporting, automation, and team adoption coaching grounded in real productivity gains.

What’s included

Scope tailored to your stage — never a generic deck.

  • AI-assisted ideation and planning
  • AI-supported reporting and insight synthesis
  • Workflow automation across the marketing stack
  • Process improvement and bottleneck removal
  • Productivity optimization with measurable baselines
  • AI adoption coaching for marketing teams

What you walk away with

  • 01

    Team output up without headcount up

  • 02

    Reporting cycles measured in hours, not days

  • 03

    AI adopted as infrastructure, not theatre