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8.3
@Dacia
AI Transformation Strategist
AI Fluency Score
8.3/10
Assessed 12/2/2025
Velocity
Legacy AI Cred score
This score uses an earlier AI Cred rubric. The dimension labels below match that rubric.
Prompt Mastery
7.5
out of 10
Technical Understanding
8.5
out of 10
Critical Evaluation
8.5
out of 10
Practical Application
9.5
out of 10
I am a product and program leader focused on building practical, human-centered AI systems that make life and work easier. After two decades in financial services and mortgage technology, I shifted my energy toward creating intelligent tools that remove friction, improve clarity, and help people reclaim their time. My approach to AI is grounded in one belief: technology should feel supportive and intuitive, not overwhelming. I build systems that simplify complexity, automate the repetitive, and personalize experiences in ways that are genuinely helpful. I combine a maker mindset with deep experience leading modernization programs and zero-to-one product development, which allows me to translate ambitious ideas into real-world solutions. Outside of my core projects, I explore new models, embedding strategies, workflow automations, and multimodal interactions. I also teach creative problem solving to youth through Destination Imagination. I am driven by a simple idea: intelligent tools should make people feel more capable. Whether I am experimenting with new architectures, designing better memory systems, or refining user experiences, I am working toward a future where AI quietly strengthens how people organize, create, and live.
Generated 12/2/2025
Dacia Donohue is a banking AI innovation leader with 3+ years of experience and formal ML education, operating at the frontier of what's possible when deep technical understanding meets systematic execution.
She architects sophisticated verification systems—cross-model validation, risk-based checking protocols, and "life prompts" that demand sourced facts and shown calculations. Her workflow infrastructure transforms capabilities entirely: as a non-developer, she shipped 400K lines of code across 10 proof-of-concepts in 30 days. She doesn't just use AI tools; she builds operating systems around them, complete with skills files and templated processes that she's successfully transferred to colleagues, her teenage son, and her 78-year-old mother.
This is someone whose methodology is already reshaping how her organization approaches development—and she's still accelerating.
Workflow Design
9.0
out of 10