AI set up for your profession
Free tools, Claude Cowork plugins, and prompt packs built for 45 professions — pick yours and get a working setup today.
Free · 5 runs a day · no credit card
01 — The library
Pick your profession, get your playbook
Every profession uses AI differently. We've built specific tools, guides, and weekly digests for each of the 45.
Real Estate Agents
Close more deals. Write better listings. Respond faster.
Pharmacists
Cut documentation time. Improve patient counseling. Get hours back.
Physical Therapists
Spend less time charting. More time treating.
Dental Hygienists
Better patient education. Faster documentation. Less chair-side stress.
Chiropractors
Cut SOAP note time in half. Market your practice on autopilot.
Management Consultants
Pyramid-principle decks and exec summaries, drafted before the kickoff call.
02 — Claude Cowork plugins
Make Claude an expert in your field
Research shows profession-specific skills boost AI accuracy by up to 52 percentage points. Our plugins give Claude slash commands and domain skills for your profession.
+51.9pp
Healthcare
34.2% → 86.1% accuracy
+15.1pp
Finance
72.4% → 87.5% accuracy
+17.8pp
Office & Admin
62.3% → 80.1% accuracy
03 — From the desk
What we're reading and writing this week
Comparisons, deep dives, and profession-specific guides — fresh.
Are AI Real Estate Listings Against the Rules? Fair Housing, MLS Fines, and How to Use AI Honestly (2026)
Buyers are revolting against misleading AI listings and MLSs are fining agents for undisclosed AI staging. Here's where the real compliance risk is — hallucinated facts, Fair Housing language, undisclosed staging — and the four guardrails that let you use AI on listings without any of it.
Claude vs ChatGPT (Oct 2026): An Honest, Up-to-Date Comparison
Claude vs ChatGPT, updated October 2026: verdict table, current models (GPT-6 Sol and Astra vs Fable 5.1, Opus 5.5, Sonnet 5.5), Claude Pro vs ChatGPT Plus pricing, and what changed.
AI Business Associate Agreements (BAAs) in 2026: Which Vendors Will Sign One, and What That Actually Covers
A vendor-by-vendor look at HIPAA BAAs for AI platforms in 2026. Anthropic, OpenAI, Microsoft, Google, AWS Bedrock — what's eligible, what's excluded, what you still own. For healthcare compliance officers, practice managers, and clinical leaders evaluating AI tools.
04 — Everything you need
Everything you need to stay ahead — free
Profession-specific, practical, and free. No generic AI content — every resource is built for how you actually work.
Weekly newsletter
AI is moving fast. We'll keep you current.
The developments that matter for your profession — curated and explained, every week.
Subscribe freeCowork plugins
Profession-specific skills for Claude Cowork
Free plugins you install in minutes — no setup files to edit.
Browse pluginsFree audit
AI Readiness Audit
A 2-minute assessment that finds where AI saves you the most time — with an action plan.
Take the audit100% free
201+ AI tools, no paywall
Every tool is free with an account. 5 runs a day across 45 professions and 30+ guides.
Create free accountGuides & templates
Prompts and playbooks
Plug-and-play AI Operating Systems, free prompts, and step-by-step guides for the use cases that matter in your role.
Browse resourcesGetting started
New to AI at work?
Start with the basics built for professionals — no jargon, no hype, just what works.
Start hereThe whole lab
Every tool. Every profession. 100% free.
Create a free account and get 5 AI tool runs per day across all 201+ tools. No credit card. No trial. Just free.
Create free accountNo credit card required
- 5 free tool runs per day
- All 201+ tools across 45 professions
- All Claude Cowork plugins
- Cowork Studio for Real Estate (more professions coming soon)
- 30+ profession-specific guides
- Weekly AI newsletter
Stay ahead of AI in your profession
The AI Career Lab Weekly: one email every Tuesday with the AI news, tools, and prompts for your specific role. Short, practical, and free.