Know more. Hyper-personalize. Demonstrate.
What AI does inside the doctrine. The five-layer Context Stack. The hyper-personalized artifact. The thesis the buyer reads in sixty seconds.
Know more — the five-layer Context Stack
Hyper-personalization applies information theory to outreach. Generic communication carries zero information from the receiver’s perspective. Hyper-personalized communication reduces the receiver’s uncertainty about whether the sender understands their specific situation. FDS operationalizes this through a five-layer Context Stack: company, stakeholder, situation, interaction, timing. Most outreach lives at layers one and two. The doctrine runs all five.
Each layer comes from public data — earnings calls, job postings, regulatory filings, public commentary, organizational charts. The agent assembles the Context Stack before any outreach gets drafted. The seller then arrives understanding the prospect’s situation rather than asking about it.
Hyper-personalize — every artifact, every time
Hyper-personalization is not “use the prospect’s name in the email.” It means shipping every outreach as a one-of-one artifact, sized to the specific situation, with sourced evidence the prospect can verify. The agent writes the value provocation. The seller validates and sends. The artifact lands as a piece of work, not a piece of marketing.
The Pride Test applies here. Every piece of intelligence used in the artifact has to clear one question: if the prospect asked “how did you know that?” would the answer inspire respect or discomfort? If discomfort, the information does not get used. The Ethics Constraint Layer codifies the rule.
Demonstrate — come with a thesis
A thesis is a point of view about a prospect’s situation — not a pitch, not a needs assessment, not a discovery question list. It is an informed hypothesis about what the prospect should do and why, supported by evidence the prospect can verify. Coming with a thesis replaces traditional discovery. The seller does not ask the customer to educate them. The seller invites the customer to react to a position. Discovery becomes validation. The seller stops asking the buyer to do the seller’s homework.
The agent writes the thesis from public data, governed by the constraint layers. The seller validates it. The buyer reads it in sixty seconds. The buyer either reacts or doesn’t. Either way, the seller has more information after the artifact than before — at zero meeting cost.
The seller does not ask the customer to educate them. The seller invites the customer to react to their analysis.Chapter 8, The Three Movements