Articles
Articles
Articles and views on growth, AI, and how modern commercial systems really work
AI Strategy & Leadership
Board-level thinking on AI transformation, organizational change, and strategic decision-making
AI is your buyer
Before human buyers speak to your company, AI has already evaluated, filtered, and shortlisted options. Understanding this shift changes how organisations must govern their public knowledge.
Which part of your business should AI change first
Without a commercial map, leadership teams fund scattered AI pilots instead of the first move that changes margin. See where AI creates operating leverage.
Becoming an agentic organisation (without the hype)
An agentic organisation is defined by how delegation works, not by the presence of agents. This is a governance achievement, not a technical one.
From teams of people to teams of people and agents
The shift to mixed teams changes coordination before it changes headcount. Understanding how people and agents work together requires leadership to govern differently.
Can your IT team absorb AI at scale?
Every IT function has a throughput ceiling. When that ceiling is reached, adding more AI mandates does not produce more output — it degrades everything already in motion.
Shadow agents inside your organisation
There are AI agents running inside your organisation right now that leadership does not know about. Not theoretical. Functioning AI workflows — spreading faster than oversight can absorb them.
AI in Marketing
How AI changes GTM, buyer discovery, visibility, and marketing operations
Why your SEO agency can't fix your AI visibility problem
SEO agencies optimise keyword authority. AEO requires entity modelling and retrieval architecture. These are structurally different disciplines, not an SEO extension.
We're spending on AI content and revenue hasn't moved. Why?
High AI content volume with no pipeline impact is a structural problem. Generic AI output lacks the information gain AI retrieval systems require to cite it.
Why isn't our brand showing up in ChatGPT even though we rank on Google?
Ranking on Google no longer guarantees AI citation. Entity clarity, not keyword authority, determines whether AI systems shortlist your brand.
How to get cited by Google AI Overviews before your organic traffic collapses
Google AI Overview citation is governed by RAG retrieval, not keyword authority. If you fail the selection criteria, your organic traffic is already being redistributed to competitors who own the retrieval layer.
Why is our AI-generated content hurting our rankings instead of helping?
Publishing AI-generated content at volume triggers Google's E-E-A-T evaluation and compounds authority floor decline. The fix is structural, not iterative.
How do we map what AI models say about us — and what they're missing?
An AI visibility audit maps three dimensions — entity coverage, classification accuracy, and competitive displacement — not citation counts.
B2B marketing audit: what it costs, how long it takes, and the AI alternative
A full B2B marketing audit takes 6–10 weeks and costs £10,000–15,000. A Growth Diagnostic covers the digital and AI presence in 2–3 days for £2,000. What each includes, and how to choose.
The Rise of GTM Engineering: Why Your Business Needs This Competitive Advantage
GTM engineering isn't a person you hire - it's a systematic capability you build. Learn why mid-market B2B leaders are building revenue intelligence systems instead of hiring more SDRs.
Building with AI
Architecture, implementation, and technical fundamentals for building AI-powered systems
AI Architecture: Building the Agentic Interface Layer
Discover the agentic architecture behind intelligent AI. Learn how Graph agents orchestrate intent, context & actions in production.
Designing AI chatbots that feel like a strategist, not a chatbot
Most AI tools still feel like spreadsheets with a chat box bolted on. Learn how conversational design principles transform chatbots into trusted advisors.