01
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The Small AI Business Model: How Lean Teams Can Build Valuable Companies
A practical framework for building a focused AI-enabled business with a small team, a narrow market and strong customer economics.
Read article →Daniel Roberts · Articles
Ideas for building useful businesses in the age of AI.
Research-informed thinking on where AI creates leverage, where people remain essential and how to turn emerging capability into responsible commercial value.
Fifteen foundational essays. Each article is designed to stand alone and will become part of a growing library on AI, business systems and entrepreneurial strategy.
Growing article collection
02
7 min read
Software Is No Longer the Moat: What Makes an AI Business Defensible
Why AI features are becoming easier to reproduce, and how trust, workflow, data, distribution and service create durable advantage.
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8 min read
Stop Using AI Like Search: Give It Your Hardest Business Problem
A disciplined method for using AI to analyse complex business evidence, discover patterns and support better decisions.
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7 min read
Personal Brand in the Age of AI: Why Credible Expertise Becomes More Valuable
How leaders can build a trusted personal brand when AI makes polished content abundant and attention remains scarce.
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7 min read
AI and Premium Human Service: Automate the Routine, Elevate the Relationship
How businesses can use AI to remove administrative friction while creating more responsive, informed and personal service.
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8 min read
Validate Business Ideas Before Building: A Fast Evidence-Based Method
A practical validation process using interviews, landing pages, prototypes, pre-commitments and measurable decision gates.
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8 min read
The Six-Stage Entrepreneurial Operating System
A repeatable sequence for identifying opportunities, prototyping, validating, selling, scaling and renewing a venture.
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When AI Makes Work Cheaper, Demand Can Grow: The Jevons Paradox for Business
Why AI may expand the volume and variety of services even as it reduces the labour required for each unit of work.
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8 min read
Knowledge Work, Skilled Trades and AI: Which Tasks Are Really Exposed?
A task-based analysis of how AI affects knowledge work and skilled trades, and why physical unpredictability still matters.
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8 min read
The AI Bridge for Traditional Businesses: From Tools to Operating Systems
How established Australian businesses can adopt AI safely by redesigning one measurable workflow at a time.
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8 min read
Acquire and Modernise: A Lower-Risk Path to Building an AI-Enabled Company
A framework for acquiring an established business and using AI to improve continuity, service and operating visibility.
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7 min read
Rare Combinations Create Business Advantage
Why combining industry expertise, technology, communication and commercial judgment can create more value than generic AI capability.
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8 min read
Do Not Outsource Thinking to AI
A practical framework for using AI without losing comprehension, accountability or the ability to explain a decision.
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8 min read
Turn Lived Experience into Intellectual Property
How to convert practical experience into a repeatable method, evidence base, product and AI-enabled service.
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8 min read
Build an AI Business in Stages: From Scout Team to Core Company
A staged approach to testing, launching and scaling an AI business without premature hiring or technical investment.
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