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 360 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. 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
  2. Pairs tactics with the AI tools to execute them. aline.co Guide The SaaS Contract Negotiation Guide (+ Tools to Use) Aline
  3. 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
  4. The India-law version of the enterprise-contract checklist. bhavyasharmaandassociates.com Guide SaaS Customer Contract Checklist India: Founder MSA Guide Bhavya Sharma and Associates
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. The academic evidence on where AI negotiation actually improves outcomes. ctl.mit.edu Article How AI Is Reshaping Supplier Negotiations MIT Center for Transportation and Logistics
  12. Video Supporting Contract Negotiation with AI (AI for Small Businesses Course) AI for Small Businesses course (YouTube)
  13. The failure modes: hidden risks operators found after trusting AI redlines. btacademy.com Podcast Negotiating Contracts With AI Can Cost You Millions BT Academy podcast
  14. A Stanford negotiation teacher interviewing founders on real deals, the human layer AI can't do. podcasts.apple.com Podcast All Things Negotiation Stan Christensen (Stanford)
  15. A structured session on the terms in-house lawyers fight hardest over, so you know where the bodies are buried. inhouseconnect.org Course Negotiating Vendor Agreements in the Age of AI: Deep Dive Into Key Terms In-House Connect
  16. Reference-grade coverage of every SaaS contract type you'll negotiate. sirion.ai Guide SaaS Agreements: A Definitive Guide Sirion
  17. A real founder documents delegating ~80% of his admin, invoice entry, daily bank reconciliation, order invoicing, to Claude,... dannorris.me Article How to replace your bookkeeper with AI Dan Norris (7-time founder, East Coast Roast)
  18. A practicing CPA gives six copy-able workflows (categorization checks, reconciliation research, AR collection emails) and is... growthy.com Guide How to Use Claude for Bookkeeping: 6 Workflows + Prompts Bobby Huang, CPA (SDO CPA / Growthy)
  19. The guardrails piece: what AI genuinely handles well (data entry, categorization, reconciliation) and why messy books in means... forbes.com Article Using Claude for Bookkeeping? Here's What Small Business Owners Should Know Forbes Advisor (with CPA sources)
  20. Video Testing Claude in Excel: Building a Three-Statement Financial Model Corporate Finance Institute (CFI)
  21. A VC operating partner's exact 4-step workflow using a Claude skill, gather data, prompt, verify the TL;DR answers five... gtm.stage2.capital Article Use AI to Write a Monthly Investor Update Mandy Cole (Stage 2 Capital)
  22. Includes a full copy-paste prompt that interviews you section by section (vision, highlights, challenges, asks) and drafts the... ottopohl.com Article AI For Investor Updates: A Concrete AI Use Case Otto Pohl (startup communications consultant)
  23. Copy-paste prompts for every hiring stage, JDs, screening criteria, behavioral interview questions, with clear warnings on what... aihr.com Guide ChatGPT for Recruiting: 20 Practical Prompts To Use Right Away AIHR (Neelie Verlinden & Andrea Boatman)
  24. A concrete founder playbook (calibration briefs, panels, signal capture) showing where AI note-taking and scoring actually fit... metaview.ai Article How to hire for a startup: the founder's operating model for the first 50 hires Metaview

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 20 Databases & Internal Tools 11 AI Agents 15 Design & Prototyping 14 AI in Your Product 15

Research & Knowledge

Search & Research 16 Market Research 13 Data Analysis 13

Marketing & Growth

Content Creation 14 Video, Image & Audio 27 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 5 Workflows & Automation 3

Strategy & The AI-Native Founder

Fundraising 6 Prompting 4 Building Your AI Stack 5 AI as a Thinking Partner 5

Everyday AI

Choosing Your AI Assistant 15 Learning with AI 8 Working with AI Agents 8 Using AI Safely 9 AI in Indian Languages 8 Quick Fixes for Files, Photos and Video 26 AI for Your Line of Work 12
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