I came to Deming the way most people do — sideways, through a reference in something else I was reading. His reputation in management circles is enormous, but his actual ideas are less widely understood than his fame suggests. When I finally read him carefully, I found that most of what I had learned by doing in commercial operations, Deming had articulated decades earlier with far more precision than I had brought to it. The core insight — the one that runs through everythin

The COO title has always been ambiguous. In large companies it often describes a president-in-waiting, a chief of staff with operating authority, or a functional leader elevated to the C-suite. In growth-stage companies, it usually means something more specific: the person who runs the inside of the business while the CEO runs the outside. The fractional version of that role has grown significantly as companies have become more willing to hire senior operating talent part-tim

The AI tools available to B2B sales and revenue operations teams today are genuinely transformative in ways that most of the hype around AI is not. Not because they replace salespeople or automate judgment — they don't — but because they eliminate the low-value, high-friction work that keeps commercial teams from doing the things humans are actually better at. Here is a practical account of where AI is creating real leverage in B2B sales operations, and which tools are actual

Five years ago, data privacy was a footnote in most fundraise diligence processes. Today it is a standard section of every serious diligence checklist — and for data companies, consumer-facing businesses, and any company that licenses or sells data, it is often a primary diligence focus. This is a practical guide to what gets reviewed, what creates problems, and what to address before you go to market. Why this now GDPR has been in force since 2018. CCPA went into effect in 2

Growth creates organizational debt. The structure that worked at 10 people doesn't work at 40. The roles that made sense when you were figuring out the product become constraints when you need to scale the business. And the people who were right for one stage of the company are sometimes wrong for the next. Nobody likes talking about this. But the founders who manage organizational transitions well — who make these decisions deliberately rather than reactively — build more du

Founders spend weeks on their pitch deck. They spend months building the product. They spend years developing customer relationships. And then they go into a raise with CRM data that hasn't been cleaned since Q3 of the year before last. This is a mistake — and it's a fixable one. Here's why commercial data matters more than most founders realize, and what to do about it before you go to market. What investors are actually evaluating An investor who receives your pitch deck ha

At some point in every due diligence process, an investor will ask for a pipeline report. What they get back — and what it says about how the company is managed — is one of the most telling moments in a raise. A CRM that produces credible pipeline data is not just a diligence requirement. It is a management asset. Here is what it takes to build one. The problem with most startup CRMs Most early-stage B2B companies have a CRM that is optimistically populated and sporadically m