ICF AI Guidelines and Client Protection
The ICF published their Acceptable Use of AI and Client Protection Guidelines. I read them expecting to find gaps in what I'd built. Instead I found that most of what they're asking coaches to do is already how the platform works.
Their strongest recommendation is about where client data goes. They distinguish between open AI models, where data travels to external servers, and sequestered models, where it stays in your environment. For client data, they recommend sequestered.
When I built the coaching platform, I chose to support local AI providers because I did not want my clients' transcripts on someone else's server. Ollama, LM Studio, and llama-server all run on the coach's machine. The transcript, the names, the entire analysis stays local. Nothing leaves it.
Cloud providers are available for coaches who prefer them, but coaches should be aware that transcripts are sent to the provider's API for analysis. For coaches who want full alignment with the ICF's guidance on personally identifiable information, local AI is the path that keeps everything on your machine.
The guidelines ask coaches to document how they use AI and be transparent with clients. The platform keeps an immutable compliance log of every AI analysis, when it ran, on which session, and with which provider. That documentation exists automatically without the coach having to maintain it separately.
They say coaches must review and validate AI-generated content, not accept it at face value. Every competency assessment in the platform comes with specific transcript evidence. The coach can verify each score against the actual moment in the session. The AI supplements your judgment. It does not replace it.
I did not build the platform to comply with these guidelines. I built it for my own coaching practice and made the decisions that felt right for handling client data. The ICF's document arrived after the fact and confirmed those decisions were sound.
ICF Acceptable Use of AI and Client Protection Guidelines
The AI showed me where to look. The work was still mine to do.
Read more: Muppitify Coaching Platform