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Changelog

A chronological log of every entry in this wiki. Newest first, grouped by month. Each row shows the creation date, the section, the title, and the one-line description from frontmatter.

Dates are derived from git history (first commit per file, with renames followed). Entries that have not been committed yet will not appear here.

June 2026

  • New 2026-06-09 (Foundations) What AI Transformation Actually Is: Redesigning how the work of your business gets done using AI and agents, in the few places where the return is real and calculable. Not buying tools. Not a chatbot.
  • New 2026-06-09 (Concept) The Agentic Business Blueprint: A complete, documented map of how your company runs today plus an ROI-ranked plan to upgrade it: the artifact you should have before you spend a dollar on AI transformation.
  • New 2026-06-09 (Concept) Agent Opportunity Analysis: Going function by function and sorting work into what to automate, what people should keep doing, and what should become an AI system, each ranked by ROI.
  • New 2026-06-09 (Concept) Documentation Equals Transferability: Getting the business out of the founder's head and into documented systems is what makes it transferable, and is also the precondition for any useful AI.
  • New 2026-06-09 (Concept) The AI Valuation Premium: The documented gap between what buyers pay for AI-embedded private companies and everyone else, and why it is widening.
  • New 2026-06-09 (Concept) The Organizational Truth Repo: A machine-readable, version-controlled source of truth for a company that makes its own AI generate on-brand, company-aware work instead of slop.
  • New 2026-06-09 (Concept) The Transformation Flood: Every laid-off engineer and agency is now an AI transformation expert, and owners are flooded with pitches they cannot evaluate, price, or justify.
  • New 2026-06-09 (Foundations) Why AI Changed the Exit Math: AI is now a variable that sets the ceiling on a company's multiple, which means exit-readiness in this era means more than clean books.
  • New 2026-06-09 (Perspectives) AI Now Decides Your Multiple: In the AI era, what you do with AI is the single biggest swing factor on your exit multiple, and ignoring it leaves the largest premium on the table.
  • New 2026-06-09 (Perspectives) Get Clarity Before You Transform: Do not hire a transformation partner until you have a ranked, ROI-backed map of what is actually worth doing, because clarity first makes every dollar defensible.
  • New 2026-06-09 (Perspectives) How to Choose a Transformation Partner: A buyer's guide to surviving the flood of AI transformation partners: what good looks like, the red flags, the questions to ask, and how to make the spend defensible.
  • New 2026-06-09 (Perspectives) The Most Expensive Thing Is Owner Dependency: Owner dependency is the single most expensive thing in your business: it caps your multiple and traps you, and AI-enabled documentation and delegation is the cure.
  • New 2026-06-09 (Foundations) Why Now: The Great Wealth Transfer: The largest wave of business owners in history is heading for the exit at once, and that crowd changes the math for every seller.
  • New 2026-06-09 (Perspectives) Transform Before You Exit: If you want a generational exit, do the AI transformation before you sell, because the new owner pays for value you have proven, not potential you describe.
  • New 2026-06-09 (Foundations) Glossary: An A-to-Z of the deal vocabulary used across aitransformation.wiki.
  • New 2026-06-09 (Concept) Accretive Acquisition: A deal worth more to the buyer than it cost, because acquired earnings are revalued at the buyer's higher multiple.
  • New 2026-06-09 (Concept) Add-Backs and Normalization: Restating the P&L to remove owner-specific and one-time costs so profit reflects performance in a buyer's hands.
  • New 2026-06-09 (Concept) Asset Sale vs Stock Sale: The two core legal structures for selling a business, and how each shifts tax and risk between buyer and seller.
  • New 2026-06-09 (Concept) Auction Breadth: Broad, Limited, Targeted: Trading higher odds of multiple offers against confidentiality and disruption when choosing how many buyers to approach.
  • New 2026-06-09 (Concept) Baskets and Indemnification: Post-close risk allocation via deductible vs tipping baskets, escrow, and reps-and-warranties claims.
  • New 2026-06-09 (Concept) BATNA in a Sale: Your best alternative to selling, including keeping the business, as a source of negotiating leverage.
  • New 2026-06-09 (Concept) Customer Concentration: Reliance on a few customers; buyers discount price when any one exceeds roughly 15 percent of sales.
  • New 2026-06-09 (Concept) Data Room: The organized folder of business records disclosed to vetted buyers after an NDA, and how to stage what goes in it.
  • New 2026-06-09 (Concept) Deal Fatigue: The exhausting grind of due diligence that wears sellers down and erodes their negotiating leverage.
  • New 2026-06-09 (Concept) Deal Momentum: The forward tempo of a transaction, where fumbled requests and slow answers bleed buyer enthusiasm and invite price cuts.
  • New 2026-06-09 (Concept) Deal Structure: How a sale price is assembled from cash, seller notes, earnouts, and equity, and why structure shapes after-tax proceeds as much as the headline number.
  • New 2026-06-09 (Concept) Discounted Cash Flow (DCF): A valuation method that estimates the present value of a company's future cash flows using a discount rate, one of three lenses a seller uses to gauge what a business is worth.
  • New 2026-06-09 (Concept) Due Diligence: The buyer's deep investigation of a company's financials, operations, and legal standing before signing the definitive agreement.
  • New 2026-06-09 (Concept) Earnest Money and Deposits: The buyer's good-faith cash held in escrow, often non-refundable if the buyer walks.
  • New 2026-06-09 (Concept) Earnouts: Future payments tied to post-sale performance, used to bridge valuation gaps but risky for the seller.
  • New 2026-06-09 (Concept) EBITDA Multiples: Sale price as a multiple of earnings: the basis on which most non-tech businesses are priced.
  • New 2026-06-09 (Concept) The Eight Drivers of Value / Value Builder Score: Warrillow's eight factors that make a business attractive and more sellable, and the Value Builder Score that measures them.
  • New 2026-06-09 (Concept) Escrow and Holdbacks: Funds held by a neutral party after closing to cover disputes and back the seller's promises.
  • New 2026-06-09 (Concept) The Five Stages of Value Maturity: Snider's five stages of creating a more valuable business: Identify, Protect, Build, Harvest, and Manage. Progressing through them grows transferable value, what Snider calls Value Maturity.
  • New 2026-06-09 (Concept) The Forced Sale: Selling a business under duress, with little control over timing, buyer, or price.
  • New 2026-06-09 (Concept) What You Are Really Selling: Future Cash Flow: Every acquirer is buying expected future cash, not past sales or market share.
  • New 2026-06-09 (Concept) Gap Analysis for Exits: Measuring the distance between what your business is worth today and the exit number you need, then planning the steps to close it.
  • New 2026-06-09 (Concept) Goodwill: The intangible value a buyer pays above the fair value of a business's hard assets.
  • New 2026-06-09 (Concept) Leverage Collapses at the LOI: Signing a no-shop clause swings power to the buyer, who can then drag diligence and re-trade.
  • New 2026-06-09 (Concept) Likelihood of Closing vs Highest Price: Evaluating offers on structure, cash, financing, and fit, not just headline price.
  • New 2026-06-09 (Concept) Monopoly Control: A defensible unique value proposition, Buffett's moat, that lifts the multiple a buyer will pay.
  • New 2026-06-09 (Concept) Multiple Offers as Leverage: Real or apparent competition among buyers is the single biggest driver of price and terms in a business sale.
  • New 2026-06-09 (Concept) Owner Dependence: A business that cannot run without the owner is far less sellable and worth less.
  • New 2026-06-09 (Concept) Positioning for Acquirers: Placing your company in the buyer's existing mental bucket as a category leader so it commands a premium multiple.
  • New 2026-06-09 (Concept) The Pre-Diligence Package: Assembling buyer-ready information before going to market to protect deal momentum and signal seriousness.
  • New 2026-06-09 (Concept) Quality of Earnings: An outside CPA review that reconciles a seller's reported earnings against the figures in the CIM, often a major due-diligence gate.
  • New 2026-06-09 (Concept) Quantifying the Acquirer's Upside: Making the rational synergy and accretion case so the buyer can justify paying more.
  • New 2026-06-09 (Concept) Recapitalization and the Second Bite: Selling part of your equity now and keeping a stake to sell later at a higher value.
  • New 2026-06-09 (Concept) Recurring Revenue: Predictable repeat income that buyers reward with a higher multiple, because it lowers the risk attached to future cash flow.
  • New 2026-06-09 (Concept) Reps and Warranties: The seller's contractual promises about the business, backed by escrow and indemnification.
  • New 2026-06-09 (Concept) Retrading: A buyer lowering price or hardening terms after the LOI, whether for a legitimate reason or as a bad-faith bait-and-switch, and how sellers defend against it.
  • New 2026-06-09 (Concept) Seller's Discretionary Earnings (SDE): Total owner benefit, profit plus pay and perks, the earnings metric used to value sub-$1M owner-operated businesses.
  • New 2026-06-09 (Concept) Seller Financing (Seller Note / VTB): The seller lending part of the purchase price and taking payments over time, usually behind the buyer's bank loan.
  • New 2026-06-09 (Concept) SOPs as a Sellable Asset: Documented processes that let a business run without the owner, and that buyers will pay for.
  • New 2026-06-09 (Concept) The Strategic Premium: The extra value a strategic buyer pays above a business's financial worth because of synergies, and how a seller claims a sliver of it.
  • New 2026-06-09 (Concept) Strategic vs Financial Buyers: The two main classes of company acquirer: synergy-seeking strategics who pay the most, and return-seeking private equity who buy, improve, and resell.
  • New 2026-06-09 (Concept) The Confidential Information Memorandum (CIM): The detailed information package given to a buyer after an NDA to generate an initial offer.
  • New 2026-06-09 (Concept) The Five D's: Death, Disability, Divorce, Distress, and Disagreement: the involuntary events that can force an exit before an owner is ready.
  • New 2026-06-09 (Concept) The 5-20 Rule: Your natural acquirer is usually 5 to 20 times your size, large enough to afford and absorb you but not so large you are irrelevant.
  • New 2026-06-09 (Concept) The Four C's of Intangible Capital: Snider's four categories of intellectual capital (Human, Customer, Structural, and Social): the drivers of the multiple and the locus of value acceleration.
  • New 2026-06-09 (Concept) The Freedom Paradox: A business that once delivered freedom becomes a financial and psychological prison as it grows and concentrates the owner's net worth.
  • New 2026-06-09 (Concept) The Hub-and-Spoke Owner: The owner who sits at the center of every decision and relationship, putting a structural cap on what the business is worth.
  • New 2026-06-09 (Concept) The Letter of Intent (LOI): The usually non-binding document outlining price and terms before due diligence.
  • New 2026-06-09 (Concept) The Slow Reveal: Disclosing information slowly and intentionally to maximize buyer desire and protect value.
  • New 2026-06-09 (Concept) The Switzerland Structure: Independence from any single customer, supplier, or employee, so the business is not held hostage by one relationship.
  • New 2026-06-09 (Concept) The Teaser: The one-page anonymous summary whose only job is to earn an NDA.
  • New 2026-06-09 (Concept) The Three Legs of the Stool: A successful exit rests on three co-equal legs: business readiness, personal financial readiness, and personal readiness.
  • New 2026-06-09 (Concept) The Triggering Event: The first deliverable of the Value Acceleration Methodology, which baselines a business's value and correlates it to the owner's personal, financial, and business assessment.
  • New 2026-06-09 (Concept) The Two-Week Test: Whether the business could run without the owner for a stretch, used as a plain-language proxy for owner dependence and sellability.
  • New 2026-06-09 (Concept) The Value Gap and the Profit Gap: Snider's two dollar-quantified gaps: the extra EBITDA a below-best business leaves on the table versus peers, and the distance between the top of an industry value range and where a business actually places.
  • New 2026-06-09 (Concept) The Value Acceleration Methodology: Christopher Snider's three-gate operating system that runs exit planning as continuous business strategy, recalibrated every 90 days.
  • New 2026-06-09 (Concept) Want Number vs Need Number: Separating your dream price from the amount you actually need to net, and why you should never reveal either to a buyer.
  • New 2026-06-09 (Concept) Working Capital Peg: The cash and short-term assets left in the business at close so operations continue, set as a target and adjusted against the purchase price.
  • New 2026-06-09 (Foundations) How a Business Is Valued: A plain-English overview of earnings, multiples, and what actually drives the headline price when you sell a business.
  • New 2026-06-09 (Foundations) The Lifecycle of a Sale: The chronological arc of selling a business, from preparation through listing, offers, due diligence, and closing to transition.
  • New 2026-06-09 (Foundations) Readiness to Sell: Business and personal preparedness to exit well: financial, operational, and psychological.
  • New 2026-06-09 (Foundations) Types of Buyers: Who buys businesses: individual, financial, strategic, and industry acquirers, each with different motives and the price each is willing to pay.
  • New 2026-06-09 (Foundations) Types of Deals: Asset vs Stock Sale: The two core legal structures for a sale and their tax and risk consequences for buyer and seller.
  • New 2026-06-09 (Foundations) What Is an Exit: Transferring ownership of a business for value, and why every entrepreneur exits eventually, by choice or not.
  • New 2026-06-09 (Perspectives) Broker vs DIY: The Core Tension: When self-serve makes sense and when a professional earns the fee, across deal sizes.
  • New 2026-06-09 (Perspectives) Build a Business That Can Run Without You: The synthesized argument that owner dependence is the real cap on what your business is worth.
  • New 2026-06-09 (Perspectives) Don't Time the Economy, Sell on Your Own Upswing: Warrillow and Burlingham on why chasing the macro cycle is a fool's errand, and why you should sell when your own company is rising instead.
  • New 2026-06-09 (Perspectives) An Exit Is a Multi-Year Posture, Not an Event: Why the best exits are prepared for years before the sale, and why building to last and building to sell are the same job.
  • New 2026-06-09 (Perspectives) Finishing Big Is More Than Money: Burlingham's stance that 70 to 80 percent of a good exit is emotional, and why pure price-maximization is the wrong target.
  • New 2026-06-09 (Perspectives) Grow or Sell Is the Same Decision: Why you should not pick grow-or-sell up front: the preparation is identical, so you defer the choice and revisit it every 90 days, and readiness creates the option.
  • New 2026-06-09 (Perspectives) Selling Is Not a DIY Project: Warrillow and Burlingham argue you need an intermediary and an M&A attorney, and that the CEO should never run the sale.
  • New 2026-06-09 (Perspectives) Maximize Price vs Right Fit: The tension between taking the highest offer and choosing the right buyer for your people and the business you built.
  • New 2026-06-09 (Perspectives) Personal Readiness Is the Neglected Leg: Snider's stance that of the three legs of a good exit, personal readiness is the one owners skip, and skipping it is what produces post-exit regret.
  • New 2026-06-09 (Perspectives) You Can Sell It Yourself: McDannell's stance that brokers are unnecessary even for larger deals, and that the process to sell a business should be ungated.
  • New 2026-06-09 (Sources) The Art of Selling Your Business (Warrillow): A chapter-by-chapter walkthrough of John Warrillow's framework for selling a privately held business worth $1M to $50M: clarify why you are selling, build leverage by manufacturing competition, and punch above your weight in the negotiation.
  • New 2026-06-09 (Sources) Finish Big: Burlingham's Framework: A chapter-by-chapter walkthrough of Bo Burlingham's Finish Big: the four stages of an exit, the eight characteristics of a good exit, and why a happy exit is mostly emotional, not financial.
  • New 2026-06-09 (Sources) Get Acquired: McDannell's 7-Step Framework: A chapter-by-chapter walkthrough of Christine McDannell's Get Acquired, the self-serve seven-step playbook for selling a small online business yourself.
  • New 2026-06-09 (Sources) Walking to Destiny: Snider's Value Acceleration Methodology: A section-by-section walkthrough of Christopher M. Snider's Walking to Destiny, the book behind the Value Acceleration Methodology, the Three Legs of the Stool, and the three exit-planning gates.
  • New 2026-06-09 (Changelog) Changelog: A chronological log of additions and updates to this wiki, newest first, grouped by month.