AI Enablement
I help teams move from curiosity about AI to practical, repeatable ways of using it in their work.
My focus is not simply on introducing AI tools. I design workflows, resources and learning experiences that help people understand where AI adds value, use it confidently and integrate it into everyday processes.
AI Adoption — helping teams build confidence, capability and practical fluency with AI tools.
AI Workflow Design — identifying repetitive or inefficient work and redesigning it with AI-enabled processes, prompts and presets.
AI for Learning — using AI to improve the speed, consistency and scalability of instructional design, content development and performance support.
The Challenge
Develop 40 instructor-led learning programs under aggressive timelines while maintaining consistent instructional quality and brand standards.
The Solution
I designed and refined an AI-powered workflow that transforms source material, learning requirements and brand guidance into facilitator-ready PowerPoint lessons. I then converted the workflow into a reusable preset so instructional designers could use the process without advanced prompting skills.
The Impact
~75%
reduction in development effort


Featured Case Study
AI-Powered ILT Development at Scale


The solution also improved consistency, scalability and access to AI-supported development across the learning team.
Building AI Capability
As a Citi AI Accelerator, I represent the learning function and help colleagues increase their confidence and familiarity with AI. My role includes exploring practical use cases, developing reusable AI tools and helping learning professionals integrate AI into their daily workflows.
Learning Transformation & AI Enablement Specialist
