AI governance now depends on what AI can access, infer, disclose, recommend, and do. Here’s what B2B companies need to control next.
The AI Marketing Signal Brief: AI Marketing Governance Is Becoming a Permissions Problem Read More »
AI search and agents are moving into workflows. Learn what B2B teams need to know about visibility, source control, governance, and trust.
AI search is no longer just a future-state marketing topic. Google is beginning to expose AI search visibility data, enterprise platforms are turning AI visibility into revenue infrastructure, and regulators are paying closer attention to source integrity. This brief breaks down what B2B teams are likely to miss and what they should do differently now.
The AI Marketing Signal Brief: AI Search Reporting Is Entering the Revenue System Read More »
Mass AI layoffs may improve margins in the short term, but a replacement-first AI strategy can create long-term business risk when companies overlook the demand, institutional knowledge, customer trust, and decision quality that revenue depends on. A March 2026 paper by Brett Hemenway Falk and Gerry Tsoukalas, titled The AI Layoff Trap, gives executives a
Why Mass AI Layoffs Can Backfire: The Case for Human + AI Governance Read More »
Most enterprise AI initiatives are failing to produce the financial returns leaders expected. MIT’s GenAI Divide report found that 95% of organizations saw zero return from generative AI investments, even after $30 to $40 billion in enterprise spending. The report also found that only 5% of integrated AI pilots delivered millions in value, while most
Why Enterprise AI ROI Falls Flat When Companies Optimize for Replacement Read More »
AI-generated content at scale can create a short-term spike in SEO, but it often loses visibility over time and struggles to earn trust in AI search platforms.
Why AI-Generated Content at Scale Rises Fast, Then Falls Off a Cliff Read More »
See how internal visibility and external AI discoverability connect through the same operating model, and why both now belong under one Human + AI framework
The Missing Link Between RevOps and AI Discoverability Read More »
AI Overview manipulation is creating fraud and identity security risks. Discover how Black Hat AEO works and what brands need to do to defend their visibility.
Black Hat AEO Is Here: Google AI Overview Manipulation Is Happening Read More »
AI now influences reporting, attribution, and forecasting. Learn where it can introduce risk into revenue planning and how to build simple checkpoints.
Where AI Introduces Risk Into Revenue Planning Read More »
AI adoption in financial reporting continues to accelerate, with leaders citing efficiency, automation, and improved analysis as key drivers. If you lead marketing or revenue, I’d wager that some type of AI technology already influences your forecast. You may think of it as a productivity tool that drafts summaries or speeds up analysis. In reality,
AI Is Already Influencing Your Forecasting. Do You Know Where? Read More »
