The Nine Tools Every Corporate Witch Needs
Not 50. Not 20. Nine. Each one earns its place by doing something the others can't. Master the stack and you'll outperform 90% of your peers who are "trying everything."
Claude
Best for: Long-form writing, analysis, spreadsheets
Handles big documents, nuanced tone, and long context better than anyone. Upload a 50-page report and ask real questions. Your writing partner and research librarian.
ChatGPT
Best for: Versatile daily workhorse, image generation
The Swiss Army knife. Good at almost everything, great at very few things. Plus tier ($20/mo) unlocks image generation and data tools. Most people's first tool for a reason.
Perplexity
Best for: Research with actual sources
What Google was supposed to be. Every answer comes with citations. Use it for industry research, competitive intel, or anything where "where did you get that?" matters.
Kimi
Best for: Massive documents (2M+ tokens), free long-context work
The sleeper hit. When you need to feed an entire book, year of emails, or giant codebase into a single prompt without paying premium — Kimi's free context window dwarfs what Claude and ChatGPT paywall. A quiet unfair advantage.
Gemini
Best for: Google Workspace integration (Docs, Sheets, Gmail, Drive)
If your company runs on Google, Gemini lives inside your tools. Draft in Docs, analyze in Sheets, summarize Gmail threads — no copy-paste dance. Plus a free tier that competes head-to-head with ChatGPT Plus features.
NotebookLM
Best for: Turning any document into a podcast-style audio brief
Upload your reading stack — PDFs, articles, meeting notes — and NotebookLM generates a two-host podcast discussing it. Listen on your commute instead of staring at a 40-page report. Disgustingly good for busy weeks.
Otter.ai
Best for: Meeting notes, transcripts, action items
Transcribes meetings automatically, generates summaries, extracts action items. Works on Zoom, Teams, Google Meet. 300 min/month free. Silent, tireless intern.
Canva + Gamma
Best for: Decks, visuals, social content
Canva AI generates designs. Gamma generates whole presentations from a paragraph. Together they turn "blank deck panic" into "first draft in 15 minutes."
Descript
Best for: Video + podcast editing by editing the transcript
Edit video and audio like a Word doc. Delete a sentence from the text, the video cut happens automatically. Remove ums, fix flubs, even change your words using voice cloning. The tool that turned "I'll start a podcast someday" into "I recorded one this weekend."
The Three Prompt Formulas That Do 80% of the Work
Copy · Paste · AdaptBad prompts = garbage answers. These three patterns cover most corporate tasks. Memorize them. Replace the brackets. Watch everything change.
1 · The R-T-F Formula (Role / Task / Format)
Use when: You need structured output. Reports, summaries, emails, analyses.
Real example: "Act as a senior product marketing manager. Your task is to summarize this competitor's pricing page and flag 3 differences from our pricing. Format as a bulleted list with the one-line takeaway at the top."
2 · The Context-Constraint Formula
Use when: The default AI answer is too generic. You need it tuned to your situation.
Real example: "Here is the context: I'm a VP presenting Q3 numbers to a skeptical board that has seen 4 bad quarters. Constraints: 3 slides max, no fluff, tone: confident but not defensive. Now do this: outline what each slide says."
3 · The Critique-Then-Improve Formula
Use when: You already wrote something and want it sharper. This is the secret weapon.
Real example: Paste your email. Ask this exact prompt. Most AIs will give you back a version that's 30% shorter and 2x clearer. The word "honestly" is the magic — without it you get polite feedback.
The Safety Card (Read Before You Paste Anything)
Don't Skip ThisMost AI disasters happen in the first two weeks of usage because nobody taught these rules. They take 60 seconds to read and will save your job.
NEVER paste into any AI tool:
- Customer names, emails, phone numbers, or addresses
- Social security numbers, credit card numbers, bank info
- Medical records, patient info, or HIPAA-protected data
- Internal source code, proprietary algorithms, or trade secrets
- Salary information tied to named employees
- Anything marked "Confidential," "Internal Use Only," or NDA-covered
- Client contracts, legal documents in progress
ALWAYS do this instead:
- Anonymize — replace names with Role 1, Role 2, Client A, Client B
- Strip identifying numbers — "a large medical center" not the actual name
- Use enterprise AI if available (Copilot, ChatGPT Enterprise)
- Check your company's AI policy — it exists, it may surprise you
- Assume everything you paste may be used for training (act accordingly)
- When in doubt, ask AI to help write a fictional analogous case
- Keep a personal "safe prompt" notebook for patterns you reuse
The Decision Tree — Which Tool for Which Job
Quick ReferenceThe biggest mistake novices make is using one tool for everything. Each task has a best fit. Here's the cheat sheet:
I need to
Write a long, nuanced document → Claude
Best at long context, tone control, and doesn't truncate on you.
I need to
Research something new → Perplexity
You need citations and current info, not AI memory from 2023.
I need to
Brainstorm 20 ideas fast → ChatGPT
Fast, chatty, good at divergent thinking. First-draft partner.
I need to
Make a deck → Gamma
Paragraph in, deck out. Then polish the 3 slides that matter.
I need to
Summarize a meeting → Otter.ai
Runs in background. Summarizes + action items automatically.
I need to
Generate an image → ChatGPT / Canva AI
ChatGPT for quick one-offs, Canva for editable designs.
I need to
Analyze a spreadsheet → Claude
Upload the file. Ask real questions. Best at "what does this data mean?"
I need to
Rewrite / improve something → Claude or ChatGPT
Both work. Claude more restrained, ChatGPT more playful.
I need to
Learn a new concept fast → Claude + Perplexity
Claude explains. Perplexity verifies. Belt and suspenders.
I need to
Feed a huge document (200+ pages) → Kimi
Free massive context window. No "document too long" errors.
I need to
Work inside Google Docs / Sheets / Gmail → Gemini
Lives inside the Google tools you already use. No copy-paste dance.
I need to
Digest reading during my commute → NotebookLM
Upload docs, get a podcast. Two AI hosts discuss it for you.
I need to
Edit a video or podcast fast → Descript
Edit by editing the transcript. No timeline scrubbing ever again.
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