For all the data that AI systems continually amass and analyze, enterprise AI agents often suffer from a curious shortcoming: a lack of knowledge. More than data, knowledge is the understanding of what the data means in the context of individual organizations. AI agents need this understanding to reason about situations, make decisions, and ultimately…
The best hires aren’t the ones with the most impressive credentials — they’re the ones who move toward hard problems, own real outcomes, and are honest about being wrong fast enough to fix it.
Private equity is investing billions into franchise brands, but many franchisors are unknowingly creating a financial blind spot that can reduce valuations, slow growth and derail acquisition opportunities long before due diligence begins.
Let’s start with a game. Open up your chatbot of choice—Claude, ChatGPT, Gemini—and type “Give me a random number between 1 and 10.” You’re going to get 7. Almost always. Now type “Another” and you’ll get 3 or 4. Type “Another” again and you’ll get 8 or 9. That won’t work every time—but if it…