Workforce Organizations
“How should our organization and the people we serve prepare for AI-driven changes in work?”
Primary solution
Organizational AI readiness planning
Explore SkillShifters™ →AI tools are entering the workplace faster than people are being prepared to use them. SkillShifters™ helps organizations prepare people to work alongside AI with practical skills, human judgment, and occupation-specific readiness.

We prepare people and organizations for how work is changing—so workers can grow, organizations can lead, and communities can thrive in the AI era.
Access to an AI tool does not create judgment, responsible use, occupational understanding, or verification skill. Those capabilities are built deliberately — starting with the occupation and the people doing the work.
Start with the work. Then decide what the training needs to become.
“How should our organization and the people we serve prepare for AI-driven changes in work?”
Primary solution
Organizational AI readiness planning
Explore SkillShifters™ →“How do we prepare our employees to use AI responsibly and effectively in their actual work?”
Primary solution
Staff AI readiness
Explore SkillShifters™ →“How do we prepare learners for how the occupation itself is changing?”
Primary solution
Participant AI readiness
Explore SkillShifters™ →We don’t replace occupational training. We strengthen it.
SkillShifters™ adds occupation-specific AI readiness to the career and workforce training you already deliver.
See Your Industry’s AI Disruption →Understand the work.
Identify where AI and automation are changing tasks, workflows and expectations.
Determine which human and AI-enabled capabilities may become more important.
Strengthen the capabilities people need for the changing occupation.
SkillShifters™ is a customizable AI workforce-readiness solution from Queens Code AI. It helps organizations understand how AI is changing the occupations they support — and build the capabilities people need next.
We start with the actual work — the tasks, workflows, and judgment an occupation requires — not generic AI training.
Scope is shaped with each organization, so the emphasis, depth, and delivery fit the people you serve.
SkillShifters™ layers AI readiness onto occupational training you already deliver. We don't replace curriculum, and we don't place people into jobs.
Verification, human accountability, AI limitations, and critical thinking run through every engagement.
First, shift the people who deliver the mission. Then, shift the people you’re preparing for opportunity.
Start a ConversationFlagship: Medical Coding & Billing
Medical coding and billing is our deepest specialization — an occupation where AI and automation are already reshaping documentation, coding, and claims workflows, and where human judgment still decides the outcome.
It is where SkillShifters™ is built out most thoroughly, not the limit of the work. The same method applies across the occupations our partners support.
Explore Healthcare ReadinessWhere the capability shift shows up
Think Like an Auditor™ is our signature applied-reasoning component for healthcare — structured practice in evidence review, verification, and defensible decision-making.

CPC • CPMA • CPD Certified AI Consultant
Sydney Vanderpool is the Founder of Queens Code AI and creator of SkillShifters™. Known as The AI Skills Shifter™, Sydney brings more than 25 years of experience across healthcare coding, auditing, billing, compliance, and education.
Her work focuses on a growing workforce challenge: as AI changes the tasks people perform, how do organizations prepare people with the skills they will need next?
Through SkillShifters™, Sydney helps workforce organizations, employers, and training providers understand how AI is changing work, identify emerging skill gaps, and strengthen workforce and career readiness.
Her approach starts with the occupation, not the AI tool: understand the work → identify the disruption → find the skill gap → build the SkillShift™.
Healthcare is Sydney's primary area of subject-matter expertise. For occupations beyond her direct professional experience, the SkillShifters™ approach incorporates credible occupational research, workforce evidence, and appropriate subject-matter expertise.
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