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.
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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.
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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.
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Mid-Sized Organizations
Use both PAAF and SAAF. Empower individuals with AI confidence while introducing lightweight governance to prioritize, fund, and support strategic initiatives.
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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.
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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.
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Education & Nonprofits
Focus on literacy and experimentation stages to help staff build AI confidence while staying true to mission-driven values.
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Finance & Enterprise Tech
Accelerate integration and scaling using toolkits designed around product lifecycle thinking and value-based decisions.
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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.
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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.
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Align with the Framework
