Business Management | Arete Coach 3/16

The 2026 Mid-Year Economic Outlook

Six months ago, I published a ranked matrix of the ten issues most likely to shape the business environment in 2026. This mid-year update recalibrates that ranking against hard data: the IMF's April World Economic Outlook, the April CPI release, current markets, and post-SCOTUS tariff reality. The numbers have moved. More importantly, the pattern beneath them has sharpened. Let me give you the headline figures, then tell you what they actually mean for how you run your organi

18 hours ago4 min read

Bloom’s Taxonomy for AI Capability

Your customer service team wants to “use AI.” But what does that actually mean? Do they need a system that can recall product specifications? Interpret customer sentiment across thousands of interactions? Or, generate tailored resolution strategies in real time? \Without a shared framework to describe levels of AI capability, organizations struggle to match business needs with the right technical solutions. The result is often misalignment: either investing in systems more so

Dec 17, 20254 min read

50 AI Use Cases To Architect for Advantage in 2026

The companies pulling ahead aren't running more AI projects. They're running different ones. They've moved from isolated point solutions to integrated systems where AI agents decide, execute, and learn. Consider a supply chain disruption. The lagging approach: AI flags the risk, sends an alert, waits for human intervention. The leading approach: AI detects the anomaly, assesses alternative suppliers, recalculates routes, simulates financial impacts, drafts stakeholder communi

Dec 12, 20254 min read

Your Crawl, Walk, Run Roadmap to Algorithmic Advantage

The broad, foundational understanding that AI exists is now a universal truth of modern enterprise. The question now becomes: "How, specifically, do we harness it to create immediate value and secure our long-term competitive edge?" The gap between awareness and execution is where market leadership is won or lost. To navigate this new terrain, we recommend a Crawl, Walk, Run approach. Stage 1: Crawl - Mastering the Browser-Based Prompt The "Crawl" stage is about democratizing

Dec 1, 20255 min read

The Assumption Bias Mitigation Protocol: A Leader's Framework for Verifying AI

Companion article to: "The AI Confidence Trap: When 85% Certainty Is Dangerously Wrong" Your AI will deliver a sophisticated analysis with 85% confidence. You will act on it. And the recommendation may be catastrophically wrong. This happens because AI confidence measures pattern matching , not information completeness . High confidence paired with low context is a recipe for systemic, high-stakes errors. The solution is not to discard these powerful tools, but to impose disc

Oct 22, 20256 min read

The AI Confidence Trap: When 85% Certainty Is Dangerously Wrong

We stand at an inflection point. Large language models and predictive systems now generate sophisticated analyses at a velocity that has created a dangerous asymmetry: the speed of AI-assisted decision-making has dramatically outpaced our frameworks for validating the assumptions underlying those decisions. Research on AI-augmented productivity demonstrates genuine force multiplication. Yet this acceleration introduces a new risk. Leaders who would never bet their company on

Oct 20, 20257 min read

The Unstuck Flywheel: 3 Friction Points That Stall AI Momentum (And How to Break Through)

Many leaders have seen the electric vision for AI: a powerful, self-reinforcing cycle that personalizes customer experiences and streamlines workflows. Yet, this initial excitement often fades within months, replaced by stalled projects and quiet skepticism. The issue is rarely a catastrophic error but a slow death from a thousand small cuts; the vision of a rocket launch meets the frustrating reality of pushing a car through mud. Promising initiatives become stuck not becaus

Oct 14, 20254 min read

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