AI Business Process Automation: A Systems Guide
AI business process automation works when authority, evidence, handoffs, exceptions, monitoring, and human judgment are designed around the model.
Read the essayIdeas
Ideas for marketing and AI systems the business can keep.
Essays on marketing assets, AI systems, operator judgment, and the evidence behind the work.
Featured idea · Marketing Assets
What does the business own when the campaign ends?
A practical test for separating marketing activity that must be purchased again from durable value the company can keep, improve, and reuse.
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Ideas that compound.
What Is an AI Operating Model?
An AI operating model defines how a company chooses, governs, builds, runs, measures, and improves AI capabilities across people, workflows, data, and technology.
Read the essayHow to Audit an Attention Asset
A ranking checklist audits pages. An asset audit asks whether the business owns durable access to a relevant audience, and what condition that access is in.
Read the essayEvidence Before Claims: How to Build a Credibility System
Credibility is an asset with a balance. A credibility system is what keeps that balance growing: an evidence ladder, four publishing rules, proof mapped to objections, and a maintenance cadence.
Read the essayThe Five Marketing Asset Classes
Learn how attention, conversion, automation, credibility, and business value work as one marketing portfolio, and find which asset your business should build next.
Read the essayWhere Human Judgment Belongs in an AI Workflow
Human judgment belongs where context, consequence, ambiguity, tradeoffs, and accountability exceed the authority a company should give the AI system.
Read the essayA Marketing Operating Model That Builds Assets
Learn how to design a marketing operating model that connects strategy, ownership, workflows, evidence, and investment to durable business value.
Read the essayMarketing Principles Do Not Change. The Channels Do.
Channels expire on a schedule. The principles underneath them have survived every medium since print. Knowing which is which is what separates a marketing asset from a marketing expense.
Read the essayWhy Your Marketing Is Not Working
Marketing usually fails for structural reasons, not creative ones. Diagnose the constraint in order: objective, audience, offer, path, evidence, and channel concentration.
Read the essayMarketing Assets vs. Marketing Collateral: What Is the Difference?
Marketing collateral communicates. A marketing asset retains value. Use five practical tests to decide whether a deliverable can become something the business owns, improves, and reuses.
Read the essayPersonal productivity is not organizational leverage
Faster individuals do not automatically create a better company. AI becomes durable capability only when authority, evidence, handoffs, and judgment are designed around it.
Read the essayThe founder should not be the company’s API
When every important decision, exception, and handoff routes through one person, the company has capability, but not yet a system.
Read the essayFoundational thinking
Start with the operating system.
Marketing as an Asset Class
Manage marketing by what the business can own, measure, improve, and compound.
Explore the framework →AI Systems Architecture
Design authority, evidence, handoffs, exceptions, workflows, and judgment around the tools.
Explore the framework →MA$$ Leverage
The five-asset operating philosophy beneath Marketing as an Asset Class.
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