AI is most useful to coaches for the work around a session, not the session itself: preparing from your notes, drafting a program, writing check-in questions, summarising progress and drafting follow-ups. A general assistant such as ChatGPT or Claude can do the drafting on its own. For anything that needs real client data, such as who went quiet this week, it needs a connection to the platform where your program lives, and you keep the judgement and the final word on everything that reaches a client.
This guide lists nine uses that work in a coaching practice, what to keep away from AI, and how to start.
What can coaches use AI for?
Split the work into two kinds. Drafting work needs only what you type in: an outline, a question set, an email. Data work needs your clients’ activity and answers, and a plain chat doesn’t have them.
Here are nine uses, starting with the ones that need nothing but a chat.
- Session prep. Paste your notes from the last session, with names removed, and ask for a one-page brief: what the client committed to, open threads, and three questions to open with.
- Program drafts. Describe your method, the audience and the length, and ask for a week-by-week outline. Treat it as a first draft to argue with.
- Check-in and reflection questions. Ask for ten weekly reflection questions for a given goal, then keep the two or three that sound like you. Ask for one rating question you can repeat every week so answers are comparable.
- Worksheets from your framework. Give it the model you teach and ask for a worksheet that walks a client through it, with one question per step.
- Follow-up drafts. After a session, give it your own bullet notes and ask for a short recap email in your voice: what you covered, what the client agreed to do, the next date. Read it before you send it.
- Rehearsal. Ask it to play a client who resists feedback, or a sponsor who wants results faster, and practise your responses before a hard conversation.
- Progress summaries. With a connection to your coaching platform, ask what each participant completed and what they wrote in their check-ins, and get a summary to bring to the next group call.
- Finding who went quiet. Also with a connection: ask who hasn’t been active in the last seven days, then write to those people yourself rather than nudging the whole group.
- Sponsor updates. For corporate work, ask for a short update on one participant or the whole cohort from their real activity, then edit it before it goes to the sponsor.
Uses 1 to 6 work in any assistant today. Uses 7 to 9 depend on what your platform lets the assistant read. If you want the full routine of running a program from the chat, how to run a coaching program with ChatGPT or Claude covers it week by week. If you are comparing platforms, group coaching software with AI has a checklist.
What should coaches not hand to AI?
Some parts of the work AI should not do, and some information it should not see.
- Identifiable client details in a general chat. Remove names, employers and anything that identifies the person before you paste notes. On ChatGPT Free, Plus and Pro, OpenAI may use your conversations to train its models unless you turn off Improve the model for everyone under Settings > Data controls, per OpenAI’s help center. Check the settings of whichever tool you use.
- Your ethical obligations. The ICF Code of Ethics (standard 2.5) asks coaches to meet their ethical and legal obligations “directly and through any technology systems” they use, and names artificial intelligence among them. Tell clients which tools touch their information, and put it in your coaching agreement.
- Judgement about the person. Whether a client is ready for a stretch goal, whether something they wrote needs a call today, whether a topic belongs with a therapist: those are your calls. Use a summary to notice; decide yourself.
- Anything sent without review. A draft that goes to a client under your name is your message. Read every one.
- The session itself. Clients come for your attention. AI prep is there so you arrive with more of it.
How to start using AI in your coaching practice, step by step
- List your repeated admin. Write down what you did between sessions last week: notes, recaps, questions, reminders, reports. Circle the tasks you do every week.
- Pick one drafting task with no client data. Check-in questions or a worksheet from your framework are good first tasks.
- Write a reusable prompt. Include who you coach, your method, your tone and the format you want back. Save it so you don’t rewrite it every week.
- Set your privacy rules before the first client task. Decide what you strip out, check your tool’s data settings, and update your coaching agreement.
- Add one client-facing task. Follow-up drafts are a good next step, because you review each one before it goes out.
- Connect your platform when the data work is the bottleneck. Once you spend more time finding out who did what than drafting, connect the assistant to the platform where the program runs.
- Review monthly. Keep the prompts that work; drop the ones you always rewrite.
Checklist: what to check for each AI task
| Task | Needs client data? | Works in a plain chat? | What you check before using it |
|---|---|---|---|
| Session prep brief | Your notes, anonymised | Yes | Commitments match your notes |
| Program outline | No | Yes | The arc follows your method |
| Check-in questions | No | Yes | They sound like you |
| Worksheet from your framework | No | Yes | One question per step, in your terms |
| Follow-up email | Your notes, anonymised | Yes | Every commitment is right |
| Rehearsal | No | Yes | Nothing; it’s practice |
| Progress summary | Yes | No, needs a platform connection | Who it names and what it quotes |
| Who went quiet | Yes | No, needs a platform connection | You write to them personally |
| Sponsor update | Yes | No, needs a platform connection | It matches your agreement with the sponsor |
AI for coaches on upcoach
upcoach connects to Claude, ChatGPT, Claude Desktop and Cursor through its MCP connector (MCP is an open standard for linking AI assistants to other software). An organization Owner, Admin or Implementation Admin opens Admin Area > Integrations > MCP, copies the server URL into the AI tool and clicks Authorize. The steps for each tool are in Connect AI tools to your organization with MCP. The assistant never sees your upcoach password, and you can disconnect it from Your Profile > Account > Connected apps.
On the plans: custom connectors work on every Claude plan, including Free, where you can add one custom connector. In ChatGPT, custom MCP connections need Business, Enterprise or Edu on the web; on Pro the connection is read-only. On the upcoach side, working with Claude and ChatGPT is included in every plan.
Once connected, the assistant covers the data work from the list above. It creates draft programs with their sections, modules, lessons, worksheets, quizzes, task lists and check-ins. It reads program progress, who has and hasn’t completed an activity, and worksheet and check-in answers with the question each answers. It finds participants who haven’t been active for a number of days. It can also create events, post to a program’s Feed and send a message to its Channel, acting as you.
In assistants that support MCP Apps, a question like “How is my leadership program doing?” can come back as a card in the chat: a program overview, progress, activity completion or events. The progress card lists who is on track and who went quiet, meaning no activity in the last 14 days, and its Draft a check-in for who went quiet button asks the assistant for a message you review, not one it sends. See your programs as cards in your AI assistant shows each card.
The help article also lists what the assistant can’t do, including offers, payments and checkout, reading your feed, channel messages or direct messages, and setting check-in schedules, reminders or due dates. You do those in upcoach.
To see the flow on a small scale, the free Weekly reflection habit training gives you a seven-day check-in to run with clients. To try it on your own program, start a 14-day free trial (no credit card required), connect your assistant and ask it “What can you do in upcoach?”
Frequently asked questions
What is the best way for a coach to start using AI?
Start with one task you repeat every week and that holds no client details, such as drafting check-in questions or turning your session framework into a worksheet. Use it for two or three weeks, keep the prompts that work, and only then move on to tasks that touch client information.
Is it safe to put client notes into ChatGPT or Claude?
Only with care. Remove names and identifying details, tell clients which tools you use, and check your plan’s data settings: on ChatGPT Free, Plus and Pro, OpenAI may use conversations to train its models unless you turn off Improve the model for everyone under Settings > Data controls. The ICF Code of Ethics holds coaches to their obligations through any technology they use, including AI.
Should I use ChatGPT or Claude for coaching work?
Either works for drafting. Pick the one you already pay for and use every day, so your prompts and files stay in one place. If you want it to work inside your coaching platform, check the plan: upcoach’s connector works on every Claude plan, including Free, and in ChatGPT on Business, Enterprise or Edu, with Pro connecting read-only.
Will AI replace coaches?
No. AI drafts, sorts and summarises. The coaching itself, listening, asking the question that matters and deciding what a client needs next, stays with you. The practical uses save you from admin so you have more attention for the session.
Do my clients need an AI account if I connect AI to upcoach?
No. The connection is for you and your team. Clients use upcoach on the web or the mobile app as usual, and they don’t need ChatGPT or Claude.