Most AI investment decisions are made backward. A team picks a tool, runs a pilot, then tries to back into the business case after the spending has started. The numbers usually look fine in the deck and worse on the controller’s screen. McKinsey’s 2025 State of AI survey found only 39 percent of organizations attribute […]
Almost every leadership team is having the same AI conversation right now. Everyone agrees something needs to happen. Nobody agrees on what, and the planning meetings keep ending with “let’s circle back next quarter.” A few weeks later, one team experiments on its own, the results never reach the rest of the business, and the […]
Most AI projects do not fail because the technology was wrong. They fail because the partner was. Roughly 80 percent of AI projects miss their intended business value, and the average sunk cost on an abandoned AI initiative now sits around $7.2 million. The pattern across the post-mortems is consistent: the model worked in the […]
Most AI projects do not earn their budget. RAND’s 2025 analysis found that roughly 80 percent of AI projects fail to deliver their intended business value, and MIT Sloan reports that around 95 percent of generative AI pilots never scale to production. Those numbers sound scary until you see where the failures cluster. They almost […]
Spreadsheets are how most businesses got started. And they’re how most businesses still run. Pricing models, hiring trackers, forecasts, inventory, commissions, project plans, customer lists. The grid is everywhere because it works for almost anything, and that has been the problem the whole time. When a spreadsheet stops being a calculation tool and becomes the […]
Something shifted this month. Not in a “new model benchmark” way, but in a structural way. The biggest AI stories are about AI being embedded into the foundations of how businesses operate, backed by revenue numbers that show it is already happening at scale. Here is what you need to know. Anthropic Just Reported One […]
Your B2B buyers are doing something new before they ever click on your website. They are asking ChatGPT, Claude, Perplexity, and Google’s AI features who they should consider, what tools solve their problem, and which vendor stands out in a crowded market. By the time they hit your site, an answer engine has already shaped […]
A regulatory deadline arrives in the calendar, and suddenly AI is no longer a nice-to-have. The CFO is asking how fast you can comply. Legal is asking what evidence you can produce. Operations is asking who will do the actual work. By the time most companies feel the pressure, the deadline is 90 days away, […]