AI can build a quote in seconds. Then a customer asks why the price is what it is, and no one in the room can answer. 40% of enterprises will demote or decommission their autonomous AI agents by 2027, over governance gaps, not technical ones. (Gartner, 2026) That gap...
Executive summary Everyone is telling European managed service providers (MSPs) that sovereign cloud is a growth engine. The numbers agree. Gartner forecasts $80 billion in worldwide sovereign cloud infrastructure spending in 2026, with European spending growing 83%...
Quick answer. Net revenue retention can rise while gross profit falls, because NRR measures retained and expanded revenue, not the cost of delivering it. When a contract grows on a price never tied to current cost-to-serve, usage scales revenue and margin erosion...
A 2026 CFO guide to pricing, margin, and AI quotes: where commercial authority should live, and how to prove the rule applied to a deal was the rule Finance intended. Executive summary A commercial control plane is the governed layer where an enterprise defines and...
Published September 7, 2026 · 12 minute read TL;DR: Sophisticated RevOps teams already separate simple from complex. AI agents let you take that separation to the next level. You run the simple lane on induction for precision at scale, while protecting the complex...
Finance should never discover the margin. It should design it. The number you defend to the board was decided weeks earlier, in a quote nobody in finance reviewed, by someone whose job that day was to land a signature. By the time it reaches you, the only task left is...
