The Real Role of AI: Smarter Workflows, Not Autonomous Agents March 27, 2026 By aguss Over the last year, the conversation around AI in enterprise software has shifted quickly. Many software vendors now promote some version of an “AI agent” that can analyze information, make decisions, and take action on its own. The idea sounds appealing, especially for organizations that manage large amounts of operational data, from workplace safety incident reports to insurance claims and compliance oversight. But leaders responsible for these programs often ask a more … Continued
The Compliance Burden Is a Governance Problem March 12, 2026 By adrian Compliance feels heavier every year. There are more frequent audit requests, expanding regulatory expectations, and more detailed and technical security reviews. Administrators are now expected to produce documentation instantly, defend access structures clearly, and explain configuration changes that may have happened months ago. The burden of compliance is rising across risk, insurance, and safety organizations. But compliance itself is … Continued
Being AI-Ready Starts with IRM: Connecting Risk, Safety, and Compliance for Enterprise Resilience February 20, 2026 By adrian Organizations across industries are under increasing pressure to become “AI-ready.” As leaders look to artificial intelligence to improve efficiency and decision-making, many assume the challenge is primarily technological: selecting the right tools, integrating systems, and deploying advanced analytics. What often gets overlooked is the foundation AI depends on. Many organizations struggle to move beyond pilots because risk, … Continued
5 Signs Your Admin Layer Is Holding Back Your AI Strategy February 18, 2026 By adrian 5 Signs Your Admin Layer Is Holding Back Your AI Strategy If your AI investments look great in demos but feel slow in real life, you might be tempted to blame the model. But where you should be directing your attention is the administrative layer underneath it. In risk, insurance, and compliance-heavy environments, this shows up with slow onboarding, … Continued
Data Onboarding: The First Mile of AI Success February 11, 2026 By adrian AI promises faster insights, smarter automation, and better decisions. But for many organizations, those gains never arrive. The reason is simple: if your data can’t move, your AI can’t either. Before models run or dashboards update, data must be ingested, mapped, validated, transformed, and governed. This “first mile” of AI is where progress often slows, or stops entirely. When onboarding is manual, fragmented, … Continued
What Legacy Systems are Really Costing Public Entity Pools February 6, 2026 By adrian When budgeting conversations around technology investments stop at the price tag (implementation fees, renewals, support contracts), they miss where most of the cost actually lives. A better metric is a system’s Total Cost of Ownership (TCO). This includes: These costs don’t appear as a single line item alongside system expenses, but they accumulate steadily over time. Applying a TCO lens to technology decisions shifts the conversation from short-term cost … Continued
From Audit Findings to Action: Best Practices for Issues Management and Remediation Tracking February 2, 2026 By adrian Most internal audit leaders know this story well. The internal audit process runs smoothly. The scope is aligned to risk. Stakeholders agree with the findings. Action plans are documented. Then momentum fades. Months later, spreadsheets are outdated, issue owners have changed roles, and the same control gaps resurface in the next audit cycle. The audit committee’s … Continued
Risk Management for Growing MGAs: Scaling Without Losing Control January 28, 2026 By adrian Growth is the goal for most Managing General Agents (MGAs). Launching new programs, expanding into new niches, and strengthening carrier relationships all signal success. But as many MGA leaders discover, growth without the right operational foundation can quietly erode control. The real challenge is scaling responsibly. MGAs that succeed long term are the ones that pair growth with resilience, efficiency, and … Continued
5 Questions to Ask Before Choosing a RMIS January 21, 2026 By adrian A Risk Management Information System (RMIS) is more than a Saas platform. It’s the central nervous system of a modern risk program: a single platform that brings together the data, processes, and people behind every claim, policy, safety initiative, and more. By replacing manual reporting with real-time insight, it helps organizations see the full picture of risk and respond with greater speed, … Continued
The Three Lines of Defense Model in Practice: Turning Structure Into Strategy with Integrated GRC January 14, 2026 By kwebb Governance, risk, and compliance (GRC) used to live quietly in the background, important but rarely central to business conversations. Today, that’s no longer the case. In a world defined by constant disruption, regulatory pressure, and rapid change, how an organization manages risk directly impacts how fast it can move, how confidently it can innovate, and how resilient it can remain. … Continued