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Semi-Retired Professionals

Some of you have stepped back from the day-to-day. You might be doing occasional consulting, sitting on a board or advisory committee, mentoring, or simply wanting to stay sharp in your field without being in the trenches every day.

AI is particularly useful in this position, because the hardest part of being semi-retired in a knowledge profession is staying current. The industry moves on. The tools change. The jargon shifts. Conversations at conferences start to feel unfamiliar. AI can keep you in the game without requiring the hours you used to put in.

Staying Current on Your Industry

The deep research tools covered earlier in this guide are your best friend here. Set up a weekly habit: once a week, spend 15 minutes running a research query on your field.

"Research the most significant developments in [your industry] over the past month. Focus on: regulatory changes, major deals or announcements, new technologies or methodologies being adopted, and any shifts in market dynamics. I am a senior professional who has been in this field for 25 years but is no longer working full-time. Give me the five things I need to know to stay credible in a conversation with people who are still in it every day."

Run this monthly. Save the outputs. Over time, you build a personal briefing archive that keeps you conversant without reading industry newsletters every morning.

Preparing for Board and Advisory Roles

If you sit on a board or advisory committee, AI can help you prepare more thoroughly than you could alone, especially when the agenda covers areas outside your core expertise.

"I sit on the advisory board of [organisation type]. Next meeting's agenda includes [topic]. I am not an expert in this area. Brief me: what I need to understand about [topic], what the key issues and current debates are, what questions a sharp board member would ask, and any risks or opportunities the organisation should be aware of. Keep it to one page."

Upload the board papers to Claude or ChatGPT inside a dedicated Project. You can then ask detailed questions about specific items, cross-reference claims in management reports, and prepare your contributions without spending an entire weekend reading.

Supporting a Small Consulting Practice

If you take on occasional consulting engagements, AI compresses the parts of consulting that used to take the most time: research, proposal writing, and deliverable drafting.

The prompting section already covers how to write proposals with AI. Here are two additional use cases specific to a small consulting practice.

Scoping an engagement

"A [client type] has approached me about [problem description]. They want [what they have asked for]. Based on my experience, I think the real problem is [your assessment]. Help me scope a consulting engagement: (1) what should be in scope and what should be explicitly excluded, (2) a realistic timeline, (3) what deliverables they should expect, and (4) a rough estimate of effort in days. I work at a day rate of $[amount]."

Keeping your IP current

"I have a risk assessment framework I developed over my career for evaluating [type of deal/project]. I have uploaded the current version. Review it and suggest: (1) whether the categories are still relevant given current market conditions, (2) any new risk categories I should add based on developments in the past two years, (3) whether the weighting is appropriate, and (4) how I could present this more clearly if I were showing it to a client for the first time."

This keeps your tools sharp without starting from scratch. Claude's Projects feature is ideal for this: upload your frameworks, templates, and reference materials into a consulting Project, and you have a persistent workspace that knows your practice.

The Broader Point

AI does not replace the experience and judgement you built over a 25 or 30-year career. It replaces the grunt work that used to surround that judgement: the hours of background research, the tedium of drafting standard documents, the time spent reformatting and updating materials. It lets you show up to a board meeting, a client call, or a professional conversation fully briefed and well prepared, with a fraction of the effort it used to take.

For someone who is semi-retired, that is the difference between staying engaged and gradually drifting away from a field you spent decades mastering.

Ready to go further? If you have been exploring AI tools and want to push into more ambitious territory, see AI Agents -- tools that can do entire research projects while you do something else. Also worth a look: Claude Cowork for organising files and documents automatically.