Growing a tech business to a billion-dollar run rate requires disciplined management rather than throwing random projects against the wall. As a leader, you must develop the business systematically, even with inherent risks. I call this approach Disciplined Velocity — the skill of cutting through AI hype and managing risk across growth initiatives to ensure revenue doesn’t stagnate.
This is the first in a three-part series on Disciplined Velocity: capital, scale, and risk. Part one is about capital — how to fund growth initiatives without mistaking early traction for proof.
New Revenue Initiatives — Plausible Isn’t Proven
Many teams request capex, claiming their technology pivot or new market entry is a “strategic bet.” I know there are no guarantees. The “bet” could be a breakthrough or an expensive mistake, so I always ask, “What has to go right for this project to be a huge success?” I want to understand the rigor of their thinking and their leading indicators. Business leaders should press the teams proposing these initiatives — not to shut initiatives down, but to select the ones with the best chance of success, fund them at the right level, and set leading indicators that tell you when to continue or stop.
Early wins — a first design win, a handful of new customers — are often treated as proof that a strategy is working. They aren’t. They only show the strategy is plausible, not that it holds up. Distinguishing early traction from a validated business is one of the hardest calls a general manager makes. At first glance, the two can look identical. But you need the rigor of repeated wins before you throw additional capital — human or financial — at the initiative. A good example is geo expansion. You talk to the EMEA President, and she says, “We can grow revenue if only we could expand to Italy.”
My experience is that you can get 2-3% market share in a new geo, but growing beyond that is hard work. Every new geo comes with its own costs, and a 2-3% share in a small market won’t sustain a business as a profit center. It is better to ask about the TAM for the region and focus on the countries with the largest TAMs, since exiting a market is far more painful than entering one. Then come the detailed questions — there are checklists for this. Who are the competitors? Is the market expanding? How many salespeople do you need, and how many does your competitor have there? Basically, what must go right for us to win?
Keep the Bet Reversible
Resources should remain reversible until product-market fit is real. The big commitment moves — new manufacturing capacity, large headcount additions, full go-to-market spend — should wait until small, low-cost milestones have proven the thesis. If the team has not mapped out such milestones, ask questions that prompt due diligence. Growth is achieved not by the size of the bet but by the discipline with which it is staged. The initiative team must stage commitments to build confidence for you and them.
What’s At Stake
Rapid growth that outpaces disciplined management creates risks that surface long after capital is committed. Teams that mistake initial progress for proven success continue funding projects that won’t scale, while teams that monitor leading indicators spot failures months earlier and redirect capital before it’s lost. That delta in lost capital — between capital spent chasing unclear signals and capital redeployed when leading indicators show scaling challenges — widens with every cycle. The longer a team goes without tracking leading indicators and redirecting capital, the more is wasted chasing a project that is already broken.