Key Enterprise AI Risks for Capital-Intensive Organisations
Capital-intensive organisations are investing heavily in AI. Palantir, C3.ai, Dataiku, and Databricks, as we explored in depth in this article, are among the platforms most frequently evaluated, deployed, and expanded across utilities, infrastructure, energy, and government. ChatGPT, Claude and Microsoft Copilot are being used by people in their daily and corporate life. New competitors are […]
What Is Multi-Criteria Decision Analysis and Why Is It Most Frequently Used in Government Asset Management?
Government asset managers face a decision problem that financial analysis alone cannot solve. The assets they manage serve multiple purposes simultaneously: community access, public safety, environmental obligation, and long-term strategic value. When capital is limited and competing investments must be ranked, a methodology that measures only financial return will always produce an incomplete answer. Multi-Criteria […]
Google Sheets & Microsoft Excel vs APO
Almost every large organisation uses spreadsheets to govern capital investment decisions. Not because they are the right tool for the job, but because they are familiar, accessible, and already in place. The question is not whether Microsoft Excel and Google Sheets are useful. They indisputably are. But are they fit for purpose for governing the […]