Sam Mitzmann
Founder · My Custom Software
Five AI workflows I’d install this week.
1 Talk, don’t type
Native dictation is built into every OS — most admins still type 8 hours a day for no reason.
Built-in dictation, free, already on your computer:
- Windows: Ctrl + Alt + H
- Mac: tap Fn twice
- Google Docs: Ctrl + Shift + S
For the next-level version, Wispr Flow is the best dictation tool I’ve found — works system-wide and edits as you speak.
Why it matters: Talking is 3× faster than typing. If you draft emails, summaries, or notes for someone else to read, you’re leaving hours on the table every week.
2 The Research Assistant prompt
Paste this at the start of any AI chat to stop hallucinations and turn it into a useful colleague.
Paste this as the very first message in any new Claude or ChatGPT conversation:
Act as a collaborative Research Assistant. Avoid being authoritative or moralizing; instead, treat your output as ‘data found’ that may need verification. Help me organize my thoughts by asking clarifying questions if needed, then guide me to a single, structured result.
Why it matters: It stops the AI from making things up confidently. The model becomes a colleague that asks questions and structures your thinking, instead of a slot machine that spits out plausible-sounding nonsense.
3 NotebookLM for the 80-page board packet
Upload any PDF, then ask it questions or get a podcast summary. Free. No hallucinations.
Go to notebooklm.google.com. Upload your handbook, board packet, fundraising deck, or 40-page state compliance doc. Then ask it questions or generate a podcast version you can listen to on a walk.
Why it matters: It only answers from your documents — so no made-up facts. The handbook isn’t unread because it’s bad. It’s unread because nobody wants to ctrl-F through 60 pages at 9pm. Turn it into a conversation.
4 A custom AI trained on your handbook
Staff keep asking the same 30 policy questions. Build a chatbot that knows your org and share the link.
Upload your handbook, policies, FAQs, and standard responses into a Claude Project or a custom GPT. Share the link with staff (or parents, or donors).
Now they get instant, accurate, on-brand answers — at any hour — without you being the bottleneck.
Why it matters: Every time someone emails to ask “what’s the policy on X” or “where do I find Y,” that’s an email you have to write back. Make the answer self-serve. This is the workflow that frees up the most senior-leadership time.
5 AI-drafted parent and donor comms
Save your 5 best past emails as samples. Then ask AI to draft new ones in that voice.
Take your 5 best recent emails — the ones where you nailed the tone. Drop them into a Claude Project or GPT. Then ask:
Draft a parent email about [topic] in this voice. 180 words. Warm but not gushing.
You’ll get a usable first draft in 8 seconds.
Why it matters: The bottleneck on these emails isn’t writing — it’s starting. A decent first draft means you ship the email instead of dreading it for three days.