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Proving return on technology investment, honestly.

Tagged articles (8)

A modern open-plan office swallowed by dense fog, where a lone figure sits upright at a desk in the right of the frame, still working, his screens of charts and messages crisp at arm's length while the desks, monitors, and lamps of colleagues dissolve into white haze behind him, a visual rendering of the mental fog the research describes, where the person supervising the machine's output keeps working as clarity recedes, and the cost no business case recorded is paid in human attention (Image generated by ChatGPT 5.6) — The Balancing Item: The AI Oversight Cost Your Business Case Never Priced
26 July 2026 · 10 minute read
Every AI business case counts the hours saved. Almost none counts the oversight hours added, and people are silently absorbing the difference.

An editorial still-life photograph of an open antique accounting ledger on a dark wooden desk, lit by warm cinematic light from the upper right. The left-hand page is dense with handwritten entries and completes with an underlined subtotal; the right-hand page shows the same columnar structure with entries in the Particulars column but the value columns empty, and the phrase 'To be measured' handwritten at the bottom where a subtotal figure would normally sit. A fountain pen and a small brass key rest beside the ledger. A visual metaphor for the argument that the finance function's conventional ledger records what AI investment costs but does not yet have the instruments to measure what it produces. (Image generated by ChatGPT 5.4) — The Appreciating Ledger: When AI Capital Outgrows the CFO's Rulebook
19 April 2026 · 11 minute read
AI capital appreciates, accumulates, and crosses functions. The four indicator types let CFOs see what conventional project-ROI models structurally cannot.

My desktop setup: reMarkable Paper Pro for ideas, MacBook Air M2, a headless NVIDIA DGX Spark handling the heavy lifting, and the tools behind the experiment — Amazon Kiro, Claude Code, and a terminal window. Plus the late-night lighting that makes it feel like coding in the 1980s again. — The Verification Premium: What Classical Training Reveals About AI Coding Costs
25 January 2026 · 13 minute read
AI coding tools amplify the expertise gap rather than closing it: senior developers capture twice the gains. The verification premium is the cost nobody budgets.

A photorealistic corporate boardroom at sunrise with a panoramic city skyline visible through floor-to-ceiling windows. A holographic display on the glass wall shows interconnected golden and blue nodes branching outward in a chain-reaction pattern, symbolising AI’s second and third-order effects. Warm sunlight blends with the cool glow of the digital network, reflecting on the polished conference table. (Image generated by ChatGPT 4o). — AI’s Hidden ROI: Measuring Second and Third-Order Effects for Board Decisions
10 August 2025 · 11 minute read
AI's largest returns arrive late, as second- and third-order effects on capability and business model. Boards need leading and predictive indicators to see them.

A professional team collaborates around a conference table reviewing an AI business case document. Digital displays show multi-dimensional value metrics, ROI projections across different time horizons, and strategic alignment graphics. The scene conveys analytical rigour combined with strategic vision in building a compelling AI investment case. (Image generated by ChatGPT 4o). — Rethinking Business Cases in the Age of AI: Building Your AI Business Case
12 May 2025 · 18 minute read
A disciplined AI business case balances financial rigour with AI's unusual value patterns: the step-by-step construction, from opportunity to a case a Board can sign.

A business team collaborating around a modern table with holographic displays showing five interconnected building blocks that form a complete AI business case evaluation structure. (Image generated by ChatGPT 4o). — Rethinking Business Cases in the Age of AI: Creating the Foundation
28 April 2025 · 14 minute read
AI's parallel, multi-speed adoption breaks the sequential logic of traditional business cases. These are the building blocks an evaluation needs before any number is written.

A group of business professionals in a futuristic Boardroom analyse AI investment data, with glowing holographic charts, ROI metrics, dollar signs, and an upward-trending arrow pointing toward a central “AI” node, symbolising growth and financial impact in the age of artificial intelligence. (Image generated by AI). — Rethinking Business Cases in the Age of AI: What Boards Need to Know
22 April 2025 · 11 minute read
Traditional business case methods assume sequential adoption. AI runs in parallel across maturity stages at once, and the valuation has to change with it.

A measuring tape sits on top of an AI model to symbolize the concept of measuring AI's ROI, while a Board meets to review the data (Image generated by ChatGPT 4) — Measuring AI value: A strategic framework for Boards and business leaders
13 January 2025 · 12 minute read
Measuring AI value needs more than total cost of ownership. A strategic framework for Boards, built on what the cloud business case taught me.

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#roi

Tagged articles (8)

Filter articles

The Balancing Item: The AI Oversight Cost Your Business Case Never Priced

The Appreciating Ledger: When AI Capital Outgrows the CFO's Rulebook

The Verification Premium: What Classical Training Reveals About AI Coding Costs

AI’s Hidden ROI: Measuring Second and Third-Order Effects for Board Decisions

Rethinking Business Cases in the Age of AI: Building Your AI Business Case

Rethinking Business Cases in the Age of AI: Creating the Foundation

Rethinking Business Cases in the Age of AI: What Boards Need to Know

Measuring AI value: A strategic framework for Boards and business leaders

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