Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Part 1 made the case that reasonable, point-in-time assurance leaves a risk gap where most enterprise risk accumulates. Now there’s a way to close it.

For decades, compliance programs, audits, and certifications have operated on a foundational concept: reasonable assurance. Auditors review samples, evaluate controls periodically, and issue opinions based on limited visibility into a point in time. While this model served the analog era well, it is now insufficient for the speed, complexity, and interconnectedness of modern digital enterprises. Today’s organizations operate in real time. Threats emerge instantly. Vendors change continuously.

Independent journalists, analysts, and working CISOs are all reaching the same conclusion about questionnaire-based, point-in-time risk assessment: it’s no longer enough. Risk and vulnerabilities keep growing, compliance obligations keep stacking up, and AI adds an entirely new surface to account for. CISOs need something better: a continuous approach with visibility across their business, that actually reduces risk rather than just documenting it.

At enterprise scale, the audit season never really ends. An enterprise security program carries responsibility for a growing number of compliance frameworks, across all business units and regions, with overlapping cycles. In essence, the team is always preparing for another one. Before an external auditor starts the clock, teams run internal readiness checks, which industry sources estimate take four to eight weeks. Why so long?

CISOs beginning a new role, or changing sectors, can easily make the same mistake. They walk in with years of experience, see what’s broken, and start fixing. By the end of week three, they’ve opened too many tickets and asked too many people to change too many things. They are quietly draining the trust account they’ll need to draw on for the next few years. It’s an honest mistake. CISOs are often hired because something is broken. There is real pressure to demonstrate value.

Most CISOs can’t answer a simple question with confidence: are the controls protecting our most critical applications actually working right now? Not last quarter, or the last time someone ran an assessment, but right now. That’s not a failure of effort. Enterprise security teams run on thousands of applications. Each one carries contracts, regulatory obligations, and customer trust.

In large enterprises, the hardest security decisions are rarely made in the SOC. They are made in board meetings, budget reviews, audit discussions, customer escalations. The most dire are often represented in the moments when leaders have to decide what matters now, what can wait, and what risk the business is actually taking on. The real GRC problem is no longer how to manage more work. It is how to help the business make better decisions with higher confidence. CISOs do not need another workflow.

AI demos are easy. AI you’d actually trust near your control environment is not. If you’ve sat through a few of these pitches lately, you’ve probably landed on the same four questions every CISO we talk to is asking. And you’re right to ask them.

In previous Strategic CISOs sessions, I’ve spoken with security leaders from Andesite, IMO Health, and Cribl. They’ve built trusted programs where GRC functions as a business driver and customer assurance accelerates revenue. But every CISO I speak with is still fighting some version of the same fight. They have more obligations, more scrutiny, and more AI-related risk, but they do not have more people, more budget, or more hours in the day.

Security and GRC teams have no shortage of risk mitigation activities. They are carrying more work than ever, yet many still lack confidence in the data and recommendations produced by all that manual effort. They are also operating in a risk environment that changes faster than their current operating model was designed to support. Unfortunately, the existence of risk activity does not mean actual risk has been reduced.