Michael Rasmussen

Book Review: From Heatmaps to Histograms

I have argued for years that risk is no longer a color. Red, amber, and green may make a report easier to scan, but they do not necessarily make risk easier to understand. The heatmap can tell an executive that something has been placed in a red box. It generally cannot explain how frequently the event might occur, what range of financial consequences the organization faces, whether a proposed control is worth its cost, or how one uncertain choice compares with another.

Changing the Conditions of the Test: Command Judgment, the Digital Twin & the Next Frontier of GRC

In a recent piece on my site, I wrote about Captain Batel's digital twin, and about what I am calling GRC 7.0 — GRC Orchestrate. I made the case that the future of risk management is not another dashboard bolted onto yesterday's process, but a living model of the enterprise that senses, simulates, and orchestrates response. That piece generated more conversation than almost anything I have written this year, and one question kept surfacing in different forms, from different people, in different words. If the digital twin can model the scenario, simulate the intervention, and recommend the path . . . what is left for the human being standing on the bridge?

The Next Competitive Advantage in GRC Is No Longer Software

For much of the past twenty-five years, the GRC technology market rewarded providers for building broader platforms. New modules became competitive advantages. More configurable workflows became competitive advantages. Larger control libraries, deeper reporting, additional dashboards, more sophisticated risk quantification, and expanded third-party capabilities, with every release cycle promising another collection of features designed to distinguish one platform from another. Buyers responded in kind, and procurement teams assembled exhaustive requirements, while consultants developed detailed evaluation methodologies. Analysts compared products capability by capability until selection often resembled an exercise in accounting rather than strategy.

The Future of Agentic AI Depends on Context

Recently, I asked buyers to inspect the machinery. This week, I am asking vendors to open the hood. The conversation about AI in GRC has reached a turning point. The market has heard the vision. It has seen the demos. It has absorbed the language of orchestration, agentic intelligence, autonomous assurance, and dynamic decision support. The frameworks have been published. The white papers have circulated. The analyst briefings have been given. The conference keynotes have landed.

The Dirty Secret of Agentic AI in GRC

Last week I argued that much of what is being marketed as agentic AI in GRC is not actually agentic. The market response was interesting because very few people challenged the core premise. Most practitioners already sense that something is off. They sit through the demonstrations and hear the language. They watch the AI summarize documents, answer questions, generate narratives, and produce recommendations. Then they leave wondering whether they just witnessed the future of GRC or a very polished presentation wrapped around capabilities that have existed in various forms for years.

GRC & the Dangerous Comfort of Artificial Clarity

In my recent article, GRC Alchemy: Imagination, Knowledge, and the Future of GRC, I argued that many organizations have become trapped in the mechanics of governance, risk, and compliance while losing sight of the larger architectural and strategic purpose behind it all. The challenge is no longer simply collecting more data, automating more workflows, or building more dashboards. Most organizations already have more information than they know what to do with.

From Business Case to Business Change: Making TPRM Value Stick

The response to my session at Icon 2026 reminded me of something I have seen many times in this field. Organizations are not struggling to agree with the argument for supplier risk management. They are struggling to act on it. In the latest piece on my website, We Are Measuring the Value of TPRM Wrong, I argued that the business case for supplier risk management has been framed too narrowly and too focused on workflow, controls, and compliance, and not nearly enough on avoided disruption, avoided loss, and the confidence to move through uncertainty.