We lean heavily on an early sizing pass that compares the effort to the value before anything gets near the backlog. It's a short, practical review--about half an hour--with a tech lead and a product owner hashing out what the request actually is (automation, integration, reporting, and so on) and dropping it into an effort tier. When something clearly won't pay off--say, weeks of build time to remove a tiny manual step--we call that out immediately and stop it there. That single checkpoint has made the biggest difference. On one large client, cutting low-impact items at intake kept roughly 40% of requests from ever hitting grooming, which freed up space for the work that actually moved the needle, like dashboard builds and deeper system integrations.
We run every request through a quick "strategic fit and resource load" check. If it doesn't tie directly to our core pillars--vaginal health, gut health, and hormone balance--or it would stretch R&D or operations for only marginal consumer payoff, we flag it early and move it down the list. This single step has made the biggest difference for us. It keeps our small team from getting pulled into projects that look interesting but don't move the needle, and it's helped us stay centered on the areas where we're genuinely strong. Once we started being stricter at intake, the quality and clarity of what we shipped went up almost immediately.
The most important checkpoint we enforce is around the 'Operational Sponsor Mandate.' Prior to doing any technical work, we make sure that the requesting unit has a clear operational leader--not just the project manager--who is accountable to drive use of the new process. Who owns the change management? Who will own the changed business metrics? This is the most important filter we enforce because it requires that we have a conversation about adoption, which is by far the single biggest variable in getting to ROI. A project without a sponsor who is willing to put in the heavy lifting to get people to work differently is a guaranteed bad investment from us. This checkpoint exposes things that are technically interesting requests but have not got the business owner sorts of muscle to make anything useful happen--they're thin air on the calendar, time we do not have to waste on a shelfware solution.