Adopt Ai with a Unified Approach
Built with flexibility in mind, this unified framework guides both individuals and organizations through the stages of responsible and scalable AI adoption with two parallel paths:
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Personal AI Adoption Framework (PAAF) helps individuals explore, understand, and integrate AI into their daily work. It builds literacy, supports ethical use, and encourages confident experimentation.
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Scalable AI Adoption Framework (SAAF) supports enterprise-wide adoption by aligning AI initiatives with business goals, ethical standards, and strategic priorities through cross-functional collaboration and governance.
For practical, sustainable, and impactful AI use at every level.
Stages of
Ai Adoption
Make It Your Own
Whether you're part of a nonprofit, government agency, school district, or global enterprise, this framework—alongside our resources—adapts to your size, structure, and goals.
Size Doesn’t Limit Use—It Shapes It
Small Teams & Startups
Start with the PAAF to build AI literacy quickly. Explore meaningful use cases without needing formal governance—ideal for low-risk, high-impact experimentation.
Mid-Sized Organizations
Use both PAAF and SAAF. Empower individuals with AI confidence while introducing lightweight governance to prioritize, fund, and support strategic initiatives.
Large Enterprises
Scale SAAF through centers of excellence, governance boards, or cross-functional programs. Align AI use with strategic goals, compliance, and ethics. At the same time, use PAAF at the team level to upskill staff and normalize responsible AI across workflows.
Built for Any Sector, Ready for Your Function
Healthcare & Government
Tap into ethical checkpoints, risk assessments, and bias detection tools to meet high regulatory standards.
Education & Nonprofits
Focus on literacy and experimentation stages to help staff build AI confidence while staying true to mission-driven values.
Finance & Enterprise Tech
Accelerate integration and scaling using toolkits designed around product lifecycle thinking and value-based decisions.
Start Where You Are
No matter your current stage of AI adoption, the Unified Framework meets you there:
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New to AI? Begin with PAAF Stage 1 to build awareness and confidence.
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Already experimenting? Use PAAF Stage 3 to focus efforts and evaluate use cases.
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Scaling across departments? Dive into SAAF Stage 5 for governance, training, and measurement.
Modular Toolkits, Your Way
The resources are flexible and customizable:
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Use only what fits your needs
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Tailor templates and rename roles
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Embed components into your learning, compliance, or product frameworks
The structure is solid. How you bring it to life is entirely up to you.
Align with the Framework
