Three out of four mid-market leaders already say AI is paying off. Only 6% say their data is ready to scale it. That is the finding from Dun & Bradstreet’s survey of 10,000 businesses: measurable AI returns are now normal, and readiness, not model capability, is the gap. July’s news is best read as evidence […]
Almost every mid-market company now has an AI strategy. Far fewer have AI actually working. The slide decks are polished, the vision is bold, and yet the day-to-day business runs exactly as it did a year ago. That gap between intention and impact is the defining AI problem of the moment, and it is not […]
You bought the licenses, ran the kickoff, and sent the announcement. A few weeks later, usage is flat and the excitement has faded. Sound familiar? Here is the twist most leaders miss: your people are almost certainly using AI already, just not the way you planned. Microsoft’s Work Trend Index found that 75% of knowledge […]
Think about the work your team repeats every single day. Someone rekeys data from a PDF into another system, someone else chases a status update by email, and a third person stitches together numbers from three tools to build the same report they built last week. None of it requires much judgment, yet all of […]
Most sales teams are not short on effort. They are short on knowing where to point it. Reps burn hours building lists, chasing cold contacts, and updating a CRM that never quite reflects reality, all while buyers quietly make up their minds without them. Gartner reports that 61% of B2B buyers now prefer a largely […]
When a twenty-year veteran retires, the org chart barely changes. What changes is everything that person carried in their head: the workaround for a finicky customer, the reason a process exists, the judgment that turned a messy situation into a routine one. That quiet exit is institutional knowledge loss, and for mid-market companies it is […]
Every finance leader has heard that AI will transform the back office. Far fewer have seen it actually shorten a close, sharpen a forecast, or free up a team that is buried in reconciliations. That gap between promise and payoff is exactly where most mid-market CFOs are stuck right now, and it is the reason […]
Did you know most AI pilots never make it into daily operations? Here’s how it goes. Your team ran the pilot. The demo looked impressive, the early results were promising, and then the momentum quietly disappeared. If that sounds familiar, you are in the majority. A widely cited MIT study reported that roughly 95% of […]
Last year we published a plain-language guide to AI tokens and credits to help leaders make sense of how AI usage is priced. The core ideas still hold: tokens measure usage, and credits measure cost. What has changed in the past twelve months is the math around both. Prices per token have dropped sharply, yet […]
The last few weeks moved the AI market on almost every front at once. A record-setting model launched and then got pulled by the government. Open-weight models quietly caught up to the biggest names. Price wars intensified, AI search kept eating traditional search, and regulators sharpened the tools they will use on enterprises. Here is […]