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Real-world use cases built by the Wharton AI Studio community.
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The Work
86 use cases spanning 8 categoriesspotlight reshuffled on every visit
Creating immersive voiceovers with ElevenLabs
Write article in Socratic-dialogue style. Create voiceover with handpicked AI voices and ambient background music using ElevenLabs. Combine for fully immersive experience.
ElevenLabsVibe-code a webapp
Ask Claude Opus 4 (with search and extended thinking modes on) to create standalone website for any use case. Example: created local LLM comparison website with product comparison page and...
Claude Opus 4Turn feelings into a song
1. Pick style/artist you like. 2. Ask LLM to analyze style. 3. Request song in that style with your message. 4. Get field values for Suno. 5. Iterate. 6. Add picture. 7. Create video (Final Cut Pro)....
SunoAI-generated interview/podcast
Create realistic AI-generated interviews or podcasts (method not fully detailed in chat).
AI audio generation toolsLifeQuestApp creation
HTML-based life quest application (specific functionality not detailed).
HTML/Web developmentPlaquette Fun FALLOUT
PDF document creation with best UX design principles.
Canva websiteClaude Manages Your Contacts on Apple systems (through the Mac App)
New use case : Adding and sorting contacts with Claude on your Mac Short description : When you enable the Claude extensions “Fileystem” and “Control your Mac”, you can ask Claude to add one...
ClaudeMan talks to deceased mother using AI
Article exploring a man using AI to recreate conversations with his deceased mother, one year after Star Trek told a similar story. Explores the emotional, ethical, and practical implications of...
AI chatbots with memory and personalizationCrisis management simulation for CEOs
Role & Context: 'You are a crisis management advisor drawing from Deloitte's 2025 Crisis Response Playbook. We need to prepare for potential crises like a data breach or product recall.' Task:...
Various LLMsDashboard prototyping with AI
Tested three LLMs on the same Series A dashboard brief. One delivered a board-ready mock while two did not. Eliminates weeks of debate by creating visual prototypes for immediate stakeholder...
Claude (or comparable LLMs)AI for 20,000 legal documents analysis
Using AI to get up to speed on a seven-year case with 20,000 documents. Part 1: AI search worked but synthesis didn't. Part 2: Fixed with three passes, compressing 504 raw files into one master...
AI search and synthesis toolsInteractive Data Vault learning platform with gamification
Built a 14-chapter interactive learning platform for Data Vault 2.0, SQL, dbt, EU compliance, and Python — entirely with Claude Code. The design integrates multiple UX and learning science...
Claude Code (Claude Opus)Modeling complex taxes with Claude Code (1M context)
Fed a full year of tax documents — K-1s, dozens of 1099s, bank and brokerage statements, prior-year returns, a spouse's W-2, medical records, business expenses and mortgage statements — into Claude...
Claude Code (Opus 4.6, 1M-token context)A personal "movie" instead of a personal website
Instead of building yet another personal website, make a personal 'movie': a cinematic, scroll-driven film about who you are, built with Claude (Fable 5). The Bridge — linked here — is a live example...
Claude (Fable 5)3D product visualization to replace sales decks
Replace the old PowerPoint deck in sales presentations with an interactive 3D visualization of what you're actually selling. Claude Code can pull 3D models from existing libraries, build an exploded...
Claude CodePersonal coach check-ins
Submit check-ins every other day using voice function in same session. Ask for reflections and pep talks based on what...
ChatGPT with voice functionHome decoration with pricing
Take picture of room, ask for interior decorating ideas, then request pricing options in a chart. Good for introducing...
ChatGPT with image recognitionEmail management with ChatGPT
Building shortcut to go through inbox, ask what to do, and create draft replies with context (in development).
iOS ShortcutsHappenstance for intelligent people search
Using Happenstance for intelligent people search across one's network with deep semantic search. Goes beyond LinkedIn...
Happenstance AI platformDaily Competitive Update
ChatGPT agent with context on company profile and industry environment produces daily Competitive Update snapshot of...
ChatGPT 4o -> 5.2Branded Proposal Generation
Branded first draft proposal creation with input on opportunity from sales notes or meeting transcipts and using Claude...
Claude Opus with custom SkillsNon-Technical Application Development
Non-technical users can build functional web applications by pairing Claude AI (or another conversational LLM) with...
Claude AI (Pro or Max tier recommended)Lightweight Project Management
Track project status, overall plan, and bugs through chatbot integration
Notion via Claude AI interface; second set of users via ChatGPTSmall business P&L creation
Give Claude Cowork access to a folder with a copy of all assets on revenue and expenses. Can include a mix of file...
Claude CoWorkCV poem generator
Role: You are a poet. Context: You are in charge of describing [Full Name] in a poem. Instructions: Write a poem of [X...
Any LLMAI spiritual advisor
JSON task assignments and sharing life details to train AI's 'spiritual DNA' for personalized guidance.
Custom implementationClaude Code use cases collection (Zvi thread)
Comprehensive collection of Claude Code use cases compiled in a Twitter/X thread by TheZvi, showcasing diverse...
Claude CodeChatGPT as emotional support and military strategist
Use ChatGPT 4.5 + Memory to debrief and process emotionally difficult moments right after they happen. Use military...
ChatGPT 4.5Highly personalized AI morning briefing
iOS shortcut that delivers a personalized morning briefing by combining calendar events, reminders, weather info, and...
ChatGPT app (Plus tier)ChatGPT doctor - health data analysis
Shortcut that sends all recorded health info from iPhone to ChatGPT for analysis. Can identify patterns, make...
ChatGPTSuper-therapist & blindspots identifier
Prompt: 'Based on everything you know about me (your Memories, our previous chats), and on any resource available, give...
ChatGPT o3 with Memory and chat historyFBI/HR intensive research
Step 1: Turn off ALL Personalization and Custom Instructions from ChatGPT. Step 2: Select o3 model. Step 3: Prompt: 'Do...
ChatGPT o3Dream analysis with Notes app integration
On Mac, use ChatGPT to read dream entries from Notes app. Click on every entry through ChatGPT interface. Ask ChatGPT...
ChatGPT Mac appPerplexity as a reader companion
While reading a book, turn on Perplexity Voice mode and leave it on. When you find a term or concept you don't...
Perplexity with Voice modeMulti-tool rental charge negotiation
1. NotebookLM: Upload all source documents, update with negotiation developments, use Chat for strategy. 2. Gemini &...
NotebookLMExperimental psychology - break out of Matrix
Ask ChatGPT to break you out of your own Matrix for actionable strategies on blind spots. Requirements: ChatGPT...
ChatGPT 4.1/4.5 with MemoryMorning briefing V2 (improved)
Enhanced version of morning briefing shortcut with richer experience and more context. Combines calendar, reminders,...
iOS ShortcutsJob simulation with GenAI
Use GenAI to simulate a day at the job you want. Helps realize if you can do the job and prepare for...
Various LLMsDaily Jimmy Carr jokes about life
Scheduled task to deliver a Jimmy Carr-style dark humor joke about your life every day. Example: 'Lorenzo's spent so...
ChatGPT with schedulingLocal LLM comparison website
Website comparing local LLMs with product comparison page and installation guides.
Claude artifactsUnsubscribe From Anything With Comet (or any agentic web browser)
Description: `Have you ever stayed subscribed to a payed service or an annoying newsletter, but the unsubscribe method...
Comet Browser (tied to Perplexity account)Create a portfolio website or any website, no-code, and host it for free
How: 1. Create a project in Claude. Put any relevant info or file you want referenced on your website in the...
$20 subscription to ClaudeMulti-model LLM workflow via iOS Shortcuts
Creating iOS Shortcut workflows that chain multiple AI models together. Example: Gemini 2.5 Pro for legal research,...
iOS ShortcutsChatGPT creates iCal events from pictures
Using ChatGPT to create iCal calendar events based on a picture (e.g., photo of a flyer, invitation, or schedule)....
ChatGPT with image recognitionCreate protocols for repeatable use cases stored in Memory
Creating protocols stored in ChatGPT Memory for specific, repeatable use cases. Activated by a single trigger phrase....
ChatGPT with Memory featureEasily remove metadata from a file (WebApp)
Created a web application to easily remove metadata from files (photos, documents, PDFs) to protect privacy and reduce...
GeminiCultural misunderstanding talent retention tool
Asked Claude to build a tool to help organizations avoid losing talented employees due to cultural misunderstandings....
Claude ArtifactsHow I AI Workflows collection (Claire Vo)
Claire Vo from the 'How I AI' podcast compiled all AI workflows discussed in podcast episodes into visual infographics...
Various AI toolsCompliant iOS app creation
If you want to create an app for iOS, a good way to do it is to (1) Use Claude code (2) Enable multi-agents (3) Use the...
Claude code CLI with Opus 4.6Some essential agents for Claude iOS
For any project in Claude code: (0) Ensure you have enabled the multi-agents feature (1) Use the opening sentence...
Claude code CLI with Opus 4.6Creating loss leaders with AI
Use one of the following features to create a visually and functionallity polished (and free) loss leader product or...
Claude (free)Healthcare AI webinars
Life Amore AI applications in radiology, operations, and patient care.
Healthcare AI platformsAI Growth Partner
[Under Review]
AI Brand Launchpad
[Under Review]
Kaya Health app
Health data analysis app drawing from Health app data. GDPR and HIPAA compliant.
Custom health app3-stage blog writing system
Stage 1 (Researcher): Master content architect creates JSON blueprint with sections, word counts, claims. Stage 2...
ChatGPT o3AI detection and humanization
Prompt: 'You are an expert in determining whether content is AI or human generated. Score each piece on % scale with...
Various LLMsn8n workflow automation for AI blog pipeline
The Blog Builder is an end-to-end n8n workflow that takes a domain URL and number of posts, then fully automates SEO...
n8nPsychometric analysis from chat history
Prompt: 'as a veteran psychometrician: from our past exchanges estimate my IQ, 3 strengths, 2 growth areas & a 200-word...
ChatGPT with Memory and chat historyFinding unrealized personal traits
Prompt: 'Tell me something incredibly special or unique you've noticed about me, but you think I haven't realized about...
ChatGPT o3Custom instructions optimization
Detailed article on using custom instructions to maximize output, maximize search, select right roles. Changes quality...
ChatGPTUsing Gems in Google Workspace
Google Gemini Gems can be used directly in workspace. Create custom assistants like airplane ticket comparison with...
Google GeminiAI video creation with Veo
Create AI-generated videos using Google's Veo. Detailed prompting techniques for better results.
Google VeoYouTube to searchable text
Convert YouTube videos to searchable text using built-in transcripts, Gemini 2.5 Pro, or audio-only when file exceeds...
Gemini 2.5 ProAI fact-checking system
Comprehensive fact-checking methodology for AI-generated content to ensure accuracy and prevent hallucinations.
ChatGPT o3NotebookLM video testing
Testing NotebookLM's video creation capabilities using real training content from AI workshops. Shows current reality...
NotebookLMConversation branching technique
Using conversation branching feature to explore multiple paths and outcomes in AI conversations.
Various LLMsSaaS financial reporting automation
Transform day-long financial reporting into coffee break task for $50M SaaS companies. Detailed prompt engineering for...
Various LLMsMemory management across platforms
How AI memory features create switching costs and lock-in effects. Strategies for capturing gains while maintaining...
ChatGPTApple-Google AI integration analysis
Analysis of potential Google-Apple partnership for AI, discussing friction between Apple's certainty and AI's...
Analysis articleGPT-5 analysis and corrections
Analysis of GPT-5's development challenges and OpenAI's course corrections.
Analysis articleGemini token processing analysis
Google's Gemini processing over 1 quadrillion tokens per month - analysis of scale and implications.
Gemini analysisClaude valuation report creation
Create comprehensive company valuation reports using Claude's document capabilities. Process: 1. Use Gemini Deep...
Claude Sonnet/OpusLLM comparison slides for workshops
Created presentation slides comparing different LLM models, their context sizes, deep research capabilities, and...
Various LLMsClaude PowerPoint with corporate templates
Workflow to get Claude Sonnet 4.5 to create PowerPoint presentations using actual corporate templates (not generic...
Claude Sonnet 4.5Claude Skills for reusable playbooks
Turns organizational tribal knowledge into reusable playbooks using Claude Skills. Skills follow instructions more...
Claude with Skills featureNo-code software agent building
Built a fully functional software agent in ten minutes without writing code. Demonstrates how non-technical employees...
No-code AI agent platformsGoogle AI Studio for prototyping and testing apps
Using Google AI Studio to rapidly prototype and test applications. Particularly powerful for quick iteration and...
Google AI StudioFirecrawl web scraping via prompts
Tool that allows web scraping via natural language prompts. Users describe what data they want to extract from websites...
Firecrawl platformClaude Code for image organization
Using Claude Code to automatically analyze and organize hundreds of random images and screenshots in a downloads...
Claude CodeLegal AI training - 3 workflow fixes in 90 minutes
AI training session for legal professionals that delivered three working solutions in 90 minutes: (1) a working custody...
Various AI tools (Claude, ChatGPT)Territory planning with AI
Rebalanced five sales territories down to three for a client in 72 hours by encoding constraints (protected accounts,...
AI planning toolsBest slides via HTML-to-PDF workflow
Creating the best presentation slides by asking LLMs to code them in HTML with full styling and interactivity, then...
Claude (or LLMs with coding capabilities)Turn a book into a Claude Skill
Turn a book into a Claude skill. Fetch the PDF of a book or article you enjoy (or anything that can be parsed by...
ClaudeExpense deductions & audit-risk triage
Handed Claude a pile of business expenses and asked it to flag everything deductible and highlight items carrying...
ClaudeCross-language lease analysis & loophole finder
A former French lawyer living in Germany — with zero knowledge of German law — had Claude analyze a German flat-share...
ClaudeBuilt something with AI?
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