How Founders Use AI

How people use AI, and the tool for each job.

The AI map of which tool is for which job, checked on 29 October 2026, what changed since July, and every video, thread, guide, podcast and tool behind 278 answered questions on putting AI to work.

The AI map: which tool is for which job, as of 29 October 2026

Models and assistants AI assistants Frontier models Open-weight models Decision models

Building with AI Coding agents App builders Design and presentations Spreadsheets, data and internal tools

Agents and research Agents that do tasks for you AI browsers No-code automation with AI steps Research and search Meeting notes and everyday productivity

Making media Video generation Images Avatars and voice Music and audio Video editing

AI at work Prospecting and sales Marketing, ads and AI search Customer support agents Legal and contracts Finance and accounting Hiring and HR

What changed since July

  1. 28 Oct 2026 GitHub began including Copilot with GitHub Enterprise licences and added projects to the Copilot app, where several agents work across repositories. Coding agents github.blog
  2. 27 Oct 2026 n8n released the 3.0 beta, a reliability and security release with breaking changes; self-hosting now runs on Docker only and the stable release is due in early December. No-code automation with AI steps blog.n8n.io
  3. 27 Oct 2026 Hex released Hex 4.0, rebuilt for analysts and AI agents working together, with a $100 million raise. Spreadsheets, data and internal tools hex.tech
  4. 26 Oct 2026 Replit launched Replit for Business, and the next day Cloud Agents that let non-engineers propose changes to a company codebase. App builders blog.replit.com
  5. 26 Oct 2026 OpenAI released GPT-6.1 Terra at $1 / $5 per million tokens, half the price of GPT-6.1 Sol. Frontier models openai.com
All 108 changes

What founders use most, ranked by how many answers lean on it.

  1. What a top-tier VC actually looks at first when your data room opens. a16z.com Guide The Insider's Guide to Data Rooms: What to Know Before You Raise Andreessen Horowitz
  2. From the platform that watches thousands of raises: the documents investors open and in what order. docsend.com Guide The Startup Fundraising Due Diligence Checklist DocSend
  3. Current, folder-by-folder structure with the read-me-index practice VCs love. papermark.com Guide The Ultimate Startup Data Room Checklist Papermark
  4. Covers the cap-table documents that generate the most diligence questions. carta.com Guide What is a Data Room? How to Set Up a Virtual Data Room Carta
  5. The India-specific DD list: ROC, FEMA, ESOP paperwork, exactly as Indian investors run it. treelife.in Guide Legal Due Diligence Checklist for Indian Startups: What Investors Actually Check Treelife
  6. Includes permissioning and watermarking practices that signal professionalism. firmroom.com Guide Data Room for Investors: Checklist and Examples for Secure Fundraising FirmRoom
  7. Names the 60-document standard so you can gap-check your own room. peony.ink Guide Startup Data Room Checklist (The 60-Document Standard) Peony
  8. The fractional-CFO view, strong on the financial documents founders format wrong. ascentcfo.com Guide What Should Be in Our Fundraising Data Room? The Complete Startup Checklist Ascent CFO
  9. Complete checklist spanning fundraising and M&A scenarios. startupdatarooms.com Guide Startup Data Room Checklist: What Investors Expect Before Due Diligence StartupDataRooms
  10. Compact version for a pre-seed raise where a 60-document room is overkill. lazo.us Guide Fundraising Data Room: Checklist for Startup Due Diligence Lazo
  11. Pairs the checklist with cap-table math tools for SAFE-heavy startups. sparklaun.ch Guide Startup Data Room Checklist for Investor Due Diligence SparkLaunch
  12. A startup law firm on the legal red flags DD teams are trained to find. founderslaw.com Article Data Rooms and Due Diligence: Raising Capital from Investors Founders Law
  13. A seed fund telling you exactly what it wants to see. forumvc.com Guide Building a Data Room for Startup Fundraising: A Practical Guide Forum Ventures
  14. Negotiation levers for the contracts a startup signs most often. hyperstart.com Guide How to Negotiate SaaS Contracts: A Guide HyperStart
  15. Procurement-side data showing negotiated contracts save 10-30%, motivation to actually push back. tropicapp.io Guide The Complete Guide to Negotiating SaaS Contracts Tropic
  16. Pairs tactics with the AI tools to execute them. aline.co Guide The SaaS Contract Negotiation Guide (+ Tools to Use) Aline
  17. How MSAs, order forms, DPAs, and SLAs fit together before you negotiate any of them. promise.legal Guide SaaS Agreements: MSA, Terms of Service and Contract Structure Guide Promise Legal
  18. The India-law version of the enterprise-contract checklist. bhavyasharmaandassociates.com Guide SaaS Customer Contract Checklist India: Founder MSA Guide Bhavya Sharma and Associates
  19. The clause inventory for your own paper when a customer asks for your MSA. zylo.com Article What to Include in a SaaS MSA Zylo
  20. AI-product-specific MSA terms (training data, model outputs, regulatory shift clauses). njbusiness-attorney.com Article SaaS MSA for AI Companies: What Founders Must Know Andrew S. Bosin, SaaS attorney
  21. The near future: agent-to-agent negotiation is already live at Maersk and NTT Data. spectrum.ieee.org Article AI Agents Are Taking Over Contract Negotiations IEEE Spectrum
  22. Summarizes a three-episode podcast series on renewal traps and AI-era pricing shifts. emerj.com Article The New Playbook for Enterprise AI Contracts Emerj AI Research
  23. A global firm's checklist for the AI clauses now hiding in every vendor agreement. dentons.com Article Key Considerations for Evaluating Vendor Contracts Involving AI Dentons
  24. What to demand from AI vendors on data use, IP, and liability before you sign. jdsupra.com Article Negotiating AI Agreements with Vendors Womble Bond Dickinson

Show the next 24

Playbooks

A goal, and the route through it a step at a time.

Start using AI well Pick an assistant, learn with it, hand it real work, and keep yourself and your data safe. 5 steps Build your product with AI From a prompt to a shipped product: prototype, build, and wire AI into what you ship. 6 steps Code and ship with AI Write, ship, and maintain real software as a founder, with AI as your pair. 4 steps Design and prototype with AI Go from idea to a clickable prototype without a designer. 3 steps Build AI agents and automations Wire up agents and internal tools that do real work for you. 3 steps Put AI inside your product Ship AI features users actually feel, not a bolted-on chatbot. 3 steps Research your market with AI Size the market, study competitors, and read data in hours, not weeks. 3 steps Market and grow with AI Content, creative, and distribution: fill the top of the funnel without a big team. 5 steps Create content with AI Write, film, and design a content engine that runs without a team. 3 steps Get found in AI search Show up when founders and buyers ask AI, not just Google (AEO/GEO). 3 steps Run ads with AI Brief creatives, read the numbers, and optimize spend with AI. 3 steps Find and serve customers with AI Research the market, prospect, close, and support, with AI doing the heavy lifting. 4 steps Sell and prospect with AI Find leads, personalize outreach, and run better sales calls. 3 steps Support customers with AI Answer faster and deflect tickets without losing the human touch. 3 steps Run the back office with AI The unglamorous grind: workflows, finance, legal, and hiring, automated where it counts. 5 steps Automate your workflows Stitch your tools together so the busywork runs itself. 3 steps Hire and manage your team with AI Source, screen, and onboard faster, and keep the team in sync. 3 steps Handle legal and finance with AI Draft contracts and stay on top of the numbers without a big spend. 2 steps Be more productive with AI Get more done and think sharper with AI as a daily habit. 3 steps Become an AI-native founder The meta-skills: build your stack, prompt well, and use AI to research, think, and decide. 6 steps Build your AI stack Pick the tools worth paying for and the prompts worth reusing. 3 steps

The questions, by topic

Building & Product

Vibe Coding 15 Databases & Internal Tools 11 AI Agents 15 Design & Prototyping 12 AI in Your Product 13

Research & Knowledge

Search & Research 13 Market Research 13 Data Analysis 13

Marketing & Growth

Content Creation 12 Video, Image & Audio 14 Getting Found in AI Search (AEO/GEO) 12 Ads & Performance Marketing 14 Social & Community 12

Sales & Customers

Sales Prospecting 13 Customer Support 6 CRM & Sales Calls 12

Operations & Back-office

Legal & Contracts 13 Finance & Accounting 3 Hiring & HR 3 Productivity 3 Workflows & Automation 3

Strategy & The AI-Native Founder

Fundraising 6 Prompting 3 Building Your AI Stack 3 AI as a Thinking Partner 4

Everyday AI

Choosing Your AI Assistant 8 Learning with AI 7 Working with AI Agents 7 Using AI Safely 8 AI in Indian Languages 7
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