Things to actually build this week.
AI workflows, grouped by role. Every card shows who it's for, what you can copy, and which tools you'll need.
One tested workflow a day.
Exact prompts, gotchas, and the time saved — written for one role, usable in your next work session.
Audit an AI System's Transparency Disclosure Against the EU AI Act Guidelines
Draft an EU AI Act Agent-Disclosure Compliance Statement from Your Deployment Notes
AI Bias Audit Memo: Turn a Job Description + Screening Criteria Into a Structured Liability Risk Assessment
Draft a Class-Action Risk Memo for Your AI Hiring Tool Stack
Draft a Protected-Leave Audit Memo: Spot AI-Assisted Layoff Bias Before Legal Does
Build an AI ROI Scorecard for Your Agentic Deployments Using the OpenAI Framework
Build a CFO AI J-Curve Briefing: Turn Raw Cost and Productivity Data into a Board-Ready ROI Timeline
Turn a Whistleblower Complaint Into a Privileged AI Risk Memo: A Prompt Workflow for Legal Teams
Turn a Raw Incident Slack Export into a Publishable Postmortem in One Prompt Session
Turn a Raw Webinar Transcript into a 5-Email Nurture Sequence with Distinct Angles
Turn a Raw Expense Report Batch into an AI-Fraud Risk Memo
Run a Citation-Existence Audit on a Thought-Leadership Draft Before It Ships
Build a Vendor-Spend Anomaly Screen from an AP Export
Build a First-Call Research Brief on a Target Account from Public Sources
Turn your prompt library into Agent Skills: your first SKILL.md (Day 24 stretch, 30-Day Challenge)
Attack your own agent: the prompt-injection red-team kit (Day 28 of the 30-Day Challenge)
The prompt rewrite: turn three weak prompts into keepers (Day 2 of the 30-Day Challenge)
Build an assistant that knows your work: Custom GPT / Claude Project setup (Day 19 of the 30-Day Challenge)
Messy notes in, decisions out: the meeting workflow (Day 10 of the 30-Day Challenge)
Connect your agent to real data with MCP — without over-granting (Day 28 stretch, 30-Day Challenge)
Your first automation: form → AI summary → draft → spreadsheet, step by step (Day 22 of the 30-Day Challenge)
Evals for humans: the known-answer test sheet for your agent (Day 27 of the 30-Day Challenge)
Build your Email Prompt Bank: five prompts that handle 80% of your inbox (Day 8 of the 30-Day Challenge)
Codex as the engineer you brief: spec → diff → tests → review (Day 24 of the 30-Day Challenge)
Build a real website with Claude Code, start to deployed (Day 25 code lane, 30-Day Challenge)
Build a mobile app with Claude Code + Expo, running on your phone (Day 25 code lane, 30-Day Challenge)
Build the capstone agent: email triage with a human approval gate (Day 26 of the 30-Day Challenge)
Spot-Check Every Citation in a Brief Before Filing
Draft an Investor-Update Email from a Metrics Snapshot and Last Month's Update
Turn a Payer Policy-Update Bulletin into Revenue-Cycle Action Items
Turn a Bug Report + Fix Diff into a Regression Test Suite
Anonymize and Theme Exit-Interview Notes into a Quarterly Attrition Brief
Redline a contract against your playbook (Harvey in M365 / Word Copilot)
Turn Claude Code into your CFO copilot
Build a working app from a plain-English spec (Lovable / Replit Agent / v0)
Turn Raw User-Interview Notes into a Prioritized Problem Statement for the Next Sprint
Run a pre-close anomaly sweep on your journal entries before your controller signs off
Rewrite a Job Description for Skills-Based Hiring and Generate a Structured Interview Rubric From It
Claude Code for legacy refactors: a safe workflow
AI month-end close: a step-by-step workflow
Build a self-correcting patient-intake agent (Claude Code + LangGraph)
Turn a Clinical-Guideline Update into a Staff-Education One-Pager
Turn a Monthly Trial-Balance Extract into a Board-Ready Variance-Analysis Narrative
Turn a Counterparty's Redlined MSA into a One-Page Risk Memo for the Business Owner
Finance
Practical AI workflows for FP&A, forecasting, variance analysis, reporting, Excel work, and financial modeling.
How to use Claude in Excel for FP&A
Best for FP&A analysts and finance managers
Apply AI inside spreadsheet-heavy workflows such as forecasting, budget analysis, variance review, and scenario planning.
No-Code Invoice Processing Automation
Best for Finance teams
Manual invoice processing costs finance teams hours per week — data entry, validation, approval routing, and reconciliation. This workflow shows how to build…
AI-Powered Earnings Call Analysis
Best for Finance teams
Earnings calls contain critical signals — management tone shifts, guidance changes, competitive positioning — that move markets. This workflow uses Claude AI…
Automate Variance Analysis with GPT
Best for Finance teams
Variance analysis is one of the most time-consuming tasks in corporate finance — comparing actuals to budget across hundreds of line items, identifying…
The Only Claude Tutorial Finance Professionals Need in 2026
Best for Finance analysts, FP&A teams, controllers, and operators
Use AI to support financial research, analysis, reporting, modeling assistance, and recurring finance workflows.
How to Use Claude in Excel to Build Financial Models
Best for Startup finance teams, analysts, and model builders
Use AI to help structure, review, explain, and improve financial models and spreadsheet logic.
Finance disclaimer: Finance-related workflows and videos are for educational purposes only and are not investment, accounting, tax, trading, or financial advice. Nothing on this page is a recommendation to buy, sell, hold, or use any security, financial product, vendor, or strategy. Consult a qualified financial, accounting, tax, or compliance professional before applying these workflows.
Legal
AI workflow demos for contract review, legal research, document analysis, due diligence, and legal operations.
Claude Co-work for Lawyers: What Works — Beginner’s Guide
Best for Lawyers, legal operations teams, and contract reviewers
Explore legal workflow support for contract review, document analysis, compliance review, and drafting support.
AI-Powered Due Diligence for M&A Transactions
Best for Legal teams
M&A due diligence requires reviewing hundreds or thousands of documents under tight deadlines. Harvey AI enables legal teams to conduct comprehensive due…
Automated Legal Research with CoCounsel
Best for Legal teams
Legal research traditionally requires hours of manual searching, reading, and synthesizing case law. CoCounsel, Thomson Reuters' AI assistant built into…
AI Contract Review and Risk Extraction Pipeline
Best for Legal teams
Contract review is one of the highest-volume tasks in legal practice. This workflow uses Claude AI to accelerate first-pass review — identifying risk clauses,…
Claude for Lawyers: Every Feature You Should Know in 2026
Best for Legal teams evaluating AI tools
Review how Claude features can support legal research, document comparison, contract review, and structured legal workflows.
Harvey Agents: M&A Closing Checklist
Best for Corporate legal teams and M&A professionals
Use AI to review transaction documents and generate structured closing checklists or due-diligence outputs.
Legal disclaimer: Legal-related workflows and videos are for general educational purposes only and are not legal advice. Viewing this content does not create an attorney-client relationship. Consult a licensed attorney in the relevant jurisdiction before using any legal automation, contract review, research, due diligence, or compliance workflow.
Healthcare
Healthcare AI workflow examples for documentation, patient intake, admin support, and clinical operations.
DAX Co-Pilot: AI Documentation Revolution at UConn Health
Best for Clinicians, health systems, and clinical documentation teams
See an ambient clinical documentation workflow that supports visit notes and EMR documentation.
AI Patient Intake and Symptom Triage Chatbot
Best for Healthcare teams
Patient intake is a bottleneck in most healthcare settings. This workflow uses Azure AI Health Bot to build a chatbot that collects patient information,…
Medical Image Analysis Pipeline with AI
Best for Healthcare teams
Integrating AI into clinical imaging workflows requires careful attention to interoperability standards. This workflow covers how hospital IT teams can deploy…
AI Ambient Clinical Documentation Pipeline
Best for Healthcare teams
Clinical documentation consumes hours of physician time daily. DAX Copilot uses ambient AI to listen during patient encounters and automatically generate…
The AI Workflow Every Healthcare Provider Needs in 2026
Best for Healthcare providers and clinical operations teams
Explore healthcare productivity workflows for documentation, patient communication support, and administrative work.
Build an Azure AI Health Bot from Scratch
Best for Healthcare product teams and technical operators
Build a healthcare chatbot-style workflow for intake, routing, patient support, or symptom-triage style experiences.
Healthcare disclaimer: Healthcare-related workflows and videos are for educational purposes only and are not medical advice, diagnosis, treatment, or clinical guidance. Do not use these workflows with patient data or protected health information unless your organization has approved the tools, vendors, security controls, and compliance process. Consult qualified healthcare, privacy, security, and compliance professionals before production use.
HR
AI Candidate Shortlisting System using n8n + OpenAI
Best for Recruiters, talent teams, and HR operations
Automate resume screening, candidate scoring, shortlisting, and structured hiring summaries.
AI Skills Gap Analysis and Learning Path Generator
Best for Human Resources teams
Identifying skills gaps and creating personalized learning paths is critical for workforce development but hard to scale manually. This workflow uses LinkedIn…
Automated Employee Onboarding with AI
Best for Human Resources teams
Employee onboarding involves dozens of repetitive tasks — account creation, welcome emails, document collection, training assignments. This workflow automates…
AI-Powered Candidate Screening and Ranking Pipeline
Best for Human Resources teams
Screening hundreds of resumes manually is slow and inconsistent. This workflow uses n8n and OpenAI to build an automated candidate screening pipeline that…
Automate Employee Onboarding with n8n under 4 minutes
Best for HR operations, people teams, and startup operators
Automate onboarding tasks such as welcome messages, internal notifications, spreadsheet updates, and HR handoffs.
Scale Career Growth with LinkedIn Learning Career Hub’s HCM Integrations
Best for Learning and development teams
Support skills-gap analysis, internal mobility, learning paths, and employee development workflows.
Developer
Agentic coding workflows using Claude Code, Codex-style tools, AI IDEs, testing, refactoring, and codebase automation.
Claude Code Essentials
Best for Software engineers and technical builders
Use agentic coding to understand a codebase, plan changes, implement features, generate tests, and review diffs.
Cursor vs Codex vs Claude vs Zed vs Anti-Gravity — I Tested Them All
Best for Developers choosing an AI coding stack
Compare AI coding tools and decide which environment is best for debugging, refactoring, feature work, and daily development.
Claude Code is all you need in 2026
Best for Developers building with Claude Code
Learn a practical Claude Code workflow for planning, clarification, implementation, and native agentic development.
Founder
I Built a Full SaaS With Claude Code Max in 11 Minutes
Best for Founders, indie hackers, and startup builders
Go from SaaS idea to functional prototype using AI coding, backend services, payments, and UI generation.
Building Beautiful UIs in Minutes with Claude Code and Stitch
Best for Founders and product builders
Turn product ideas into interface concepts and usable front-end assets with AI-assisted UI design and coding.
Claude Cowork Can NOW Build Your PowerPoint! Full Walkthrough
Best for Founders preparing investor, sales, or strategy decks
Use AI to generate and refine presentation decks for fundraising, sales, internal updates, and strategy communication.
Marketer
Claude Cowork + Skills is Your NEW Content System
Best for Marketing teams building repeatable content systems
Use AI skills and reusable workflows to create, repurpose, and organize content across campaigns and channels.
How To Create A Fully Automated AI SEO & Content Agent with Claude
Best for Content marketers, SEO teams, and growth teams
Build a content workflow for keyword research, competitor analysis, SEO drafts, and multi-channel content production.
Claude Code: Build Your Full AI Marketing Team
Best for Growth teams and technical marketers
Use AI agents to support research, writing, design, landing pages, reporting, and marketing operations.
Consultant / Enterprise
Master 90% of Claude Design in 18 Minutes
Best for Consultants, agencies, and client-service teams producing decks, visuals, and polished deliverables
Learn the core of Claude Design and apply it to consulting deliverables — decks, one-pagers, visuals, and client-ready documents.
AI-Powered Proposal Generation Pipeline
Best for Consulting & Enterprise teams
Writing client proposals is repetitive yet high-stakes. This workflow uses AI agents and n8n to automate proposal generation — from intake form to polished…
Automate Client Research Reports with RAG
Best for Consulting & Enterprise teams
Consultants spend hours researching clients, industries, and competitors before engagements. This workflow builds a RAG (Retrieval-Augmented Generation)…
How to Use Claude Cowork — Full Workflow Automation Guide 2026
Best for Consultants, operators, and enterprise knowledge workers
Automate knowledge-work tasks such as meeting summaries, project trackers, follow-up emails, and internal reports.
The Complete Agentic RAG Build: 8 Modules, 2+ Hours, Full Stack
Best for Enterprise AI builders and technical consultants
Build a more advanced RAG system for client research, internal knowledge bases, document intelligence, and enterprise search.