AI Prompt Strategy & Experience Design
Global organization | AI pilot focused on improving usability, consistency, and output quality
This work focused on improving how AI-generated outputs aligned to real user needs—making results more consistent, usable, and scalable across scenarios.
The Challenge
AI-generated outputs lacked consistency and clarity across use cases
Prompts were not well aligned to user intent, creating variability in results
Teams struggled to reliably use AI outputs in real workflows
How We Worked Together
Partnered with stakeholders to evaluate how AI was being used across scenarios
Worked alongside subject matter experts to audit and refine prompt structures
Led and coordinated a distributed team of prompt writers and contributors
Redesigned prompts to improve clarity, structure, and alignment to real user needs
Focused on making outputs more usable, consistent, and repeatable
What Changed
Prompt structures were redesigned to better reflect user intent and expected outputs
Outputs became more predictable and aligned to real-world use cases
Guidelines and patterns were established to support consistent prompt development
The experience shifted from experimental to more structured and scalable
Impact
Improved consistency and reliability of AI-generated outputs
Reduced variability in response quality across scenarios
Established repeatable prompt design standards
Strengthened alignment between user intent and AI outputs
Interested in solving a similar challenge?
If you're redesigning onboarding, managing change, or scaling training programs, I’d love to partner with you.