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BLOGS
From the Edge
A collection of features and articles based on deep research and market trends.
Recent Blog Posts
AI Strategy Scotland: The Economics of New Jobs and What Business Leaders Need to Know
Most of the analysis being published about AI and employment is answering the wrong question. Supply has eaten the conversation: which roles are most exposed, which tasks can be automated, which professions sit on safer ground. All of it rests on an assumption that the amount of work to be done stays roughly constant as the cost of doing it falls.
Agentic AI Governance: The 4 Cs Framework UK Boards Need in 2026
Culture comes first. Technology follows. There is no other sequence that works. Most organisations approach AI readiness backwards. They invest in infrastructure first, data platforms second, and culture last, if at all.
THE HYPE: The Hidden Cost of 'Context' in AI That Every Business Leader Must Know
The boardroom conversation around artificial intelligence has, until now, fixated on model capabilities and upfront licence fees. This narrow lens is proving dangerously inadequate. Across FTSE 350 companies and mid-market PLCs, a silent cost escalation is underway, one driven not by the AI models themselves but, by the context they consume. Every document ingested, every customer interaction logged, every agentic workflow executed: each carries a chain of token consumption,
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Agentic AI Consulting: Why Discovery Is the Work, Not the Phase Before It
The real picture of any organisation doesn't live in the boardroom or executive office. It lives with the people doing the work. Senior voices tell you the version they've constructed, which is often coherent, often optimistic, and almost always incomplete. The answers you need are distributed across the whole building. And the standard discovery process isn't designed to reach them.
Apr 208 min read
KPMG Global Tech Report 2026: What the AI Adoption Data Tells Business Leaders
Only 11% of businesses are fully scaled on AI — KPMG's 2026 report reveals why. Mark Evans of 360 Strategy breaks down what it means for SME leaders.
Mar 175 min read
How to Avoid a Costly Fail: Your FREE Marketing Plan for Small Business
Without a tested value proposition there is no plan worth having. Without a plan you are not running a marketing strategy. You are running on luck. And luck is not a business model.
Feb 194 min read
The Value Proposition as Marriage Proposal (Part 1): The Courtship
Every business is essentially making a marriage proposal to the market. Yet most do so blindly through building products, burning capital, and wondering why customers don’t say “yes.” The fundamental error isn’t in execution; it’s in assuming you can propose without courtship, without truly knowing the person you’re asking to commit.
Feb 1011 min read
Using AI as a Partner: A Practical Playbook for Scottish SME Leaders
Picture a colleague who never tires of questions. Who welcomes rough sketches and half-formed thoughts. Who helps you think rather than simply handing you answers. This is not about replacing human judgment. It is about collapsing the time between not knowing and doing. For Scottish SMEs running lean, that efficiency is not a luxury. It is survival. You need capability without the overhead of specialist hires or lengthy training programmes.
Feb 106 min read
AI: The Line Between Progress and Overreach
Howard Marks is not a passing commentator. He co founded Oaktree Capital Management and built his name by navigating credit cycles with a cool head. His memos are written for serious investors who want judgement rather than slogans. Warren Buffett has previously said they are the first thing he reads when they land in his inbox, which gives a sense of how widely they are respected.
Dec 10, 20258 min read
Business Growth: The Bleed You Are Not Measuring
Over the years building and working with Scottish SMEs, I've seen this pattern repeat itself. According to Scottish Enterprise, a large share of growing businesses cite cash flow as their primary constraint, yet most can't pinpoint where the money's actually going. A good business growth advisor doesn't just repeat what you already know. They find the bleed you can't see and help you face the uncomfortable truths before failure.
Dec 9, 202510 min read
AI Adoption Strategy: Beyond the Pilot Trap
Heading into 2026, any business still caught in this extended experimentation phase should treat itself as officially behind. The window to establish structural competitive advantages is closing. Future success depends less on chasing the latest model and much more on adopting a systemic, enterprise-wide approach.
Dec 2, 202510 min read
Business Adviser Scotland: Stopping the SME Cash Flow Bleed
Poor inventory alone steals up to 11 percent of annual revenue (Firework, 2025). You are not growing if you are leaking. Live dashboards deliver 30 % faster cash-flow pivots (The Management Journal, 2025). This guide shows you where to press the stop-tap, without hiring a data-science team.
Nov 27, 20255 min read
Understanding the Power and Importance of Digital Transformation
Digital transformation is not just about technology. It’s about changing the way you work and think. When done right, it boosts efficiency, cuts costs, and opens new revenue streams.
Nov 27, 20254 min read
Machine Speed Markets: An AI Agent Market Strategy.
Recent research by NBER economists suggests these AI agents in particular, could drive a "Coasean singularity," a point where transaction costs fall towards zero, radically reshaping how markets function. In essence, tasks like finding information, negotiating deals, and enforcing contracts which are traditionally costly frictions in commerce, may become nearly instantaneous and costless.
Nov 11, 202521 min read
AI Agent Readiness, Part Two: Data and Technology That Actually Move
This article focuses on data and technology. It reflects what we are seeing inside real organisations. It adds balanced advice so you can act without buying into hype.
Nov 4, 202513 min read
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