Halyard Consulting
AI for Small Business
AI for Small Business — From Innovation to Implementation Talk | Year: 2025 Practical frameworks for adopting AI in small organizations—pilot selection, governance, ROI modeling, and change management your team will actually follow.Invite Halyard to speakBack to Speaking Engagements Session takeaways
AI for Small Business — From Innovation to Implementation
Talk | Year: 2025
Key Takeaways
- The article discusses practical frameworks for adopting AI for small businesses.
- It outlines a seven-step AI adoption playbook, guiding users from use cases to scaling.
- Key takeaways include building a lightweight knowledge base and understanding governance issues.
Practical frameworks for adopting AI in small organizations—pilot selection, governance, ROI modeling, and change management your team will actually follow.Invite Halyard to speakBack to Speaking Engagements
Session takeaways
- Seven-step AI adoption playbook (use cases → pilots → scale).
- How to build a lightweight knowledge base for reliable LLMs.
- Governance: data, security, and human-in-the-loop review.
Organizational understanding
Connect this subject to a responsible modernization path.
Use the Organizational Intelligence Assessment when the operating context, governance requirements, and implementation priorities need to be clarified.