The Signal
Most businesses, regardless of their size, fall into a trap: they treat every decision with the same level of bureaucratic caution. A minor website A/B test for a new offer, a small tweak to an email subject line, or a new internal workflow might go through the same rigorous approval loops as signing a multi-year client contract, committing to a new product architecture, or making a six-figure inventory buy. This parity of process across radically different risk profiles creates two problems: slow learning where rapid iteration is cheap, and insufficient scrutiny where the stakes are genuinely high.
Why this matters now
As companies grow and more individuals are involved in decision-making, a culture of universal caution often emerges. It feels responsible, a way to prevent mistakes. But this well-intentioned caution becomes a bottleneck. It bogs teams down in unnecessary approvals for low-risk actions, preventing the small, fast experiments that generate crucial data. This data is what informs larger, higher-stakes commitments. Without a clear filter, the impulse to be careful inadvertently slows progress and makes genuine high-risk decisions harder to spot amidst the noise.
The mistake to avoid
The common error is a single, monolithic decision-making process. Everything goes through "the funnel." This leads to a false sense of security. The time spent debating a reversible pricing test is time not spent deeply analyzing a core platform technology choice. Operators often fail to define the actual cost of reversing a decision. If it costs almost nothing to roll back, the decision should be fast. If it costs millions in reputational damage or lost revenue, it demands a different process. Without this distinction, teams either move too slowly on the trivial or too casually on the critical.
The three-bucket decision review
Brian has seen this pattern repeatedly in GrowthOS clients. The solution isn't to remove caution entirely, but to apply it intelligently. He uses a three-bucket system:
1. Reversible Decisions: These are cheap to undo. Think A/B tests, minor content changes, small marketing experiments, internal process tweaks. Ownership should be delegated to the lowest possible level with a rapid deadline. The goal is fast learning. 2. Costly to Reverse Decisions: These require more thought, as unwinding them has a significant cost in time, money, or minor reputation. Examples include hiring a senior team member, launching a new minor feature, or a short-term supplier agreement. These need a more structured review, but still with a bias toward action. 3. Effectively Irreversible Decisions: These are the commitments that lock in significant cost, impact customer trust fundamentally, define brand promise, or shift strategic direction. Major platform rebuilds, long-term legal agreements, significant inventory commitments, or a complete brand overhaul fall here. These require deep analysis, senior leadership alignment, and robust contingency planning. This is where real caution belongs.
The critical insight is that each bucket needs a different owner, a different deadline, and a different set of eyes. A product manager should be empowered to run reversible offer tests without a full leadership review. A marketing lead can adjust messaging. The CEO and executive team, however, should reserve their attention for the decisions that are truly difficult to unwind. This isn't about moving fast for the sake of speed; it's about allocating scarce attention to where it matters most, and giving teams permission to learn quickly where failure is cheap.
The first move
Take ten decisions currently awaiting approval in your organization. Assign each to one of three categories: reversible, costly to reverse, or effectively irreversible. Empower the owners of the reversible decisions to move forward with a short deadline, reserving the more comprehensive review process for choices that genuinely lock in costs, customer promises, reputation, or strategic direction. This immediate audit helps clarify existing bottlenecks and sets a precedent for how future decisions will be evaluated.
The move this week
On Monday morning, call a quick stand-up with your leadership team. Present the concept of the three-bucket decision review. As a group, pick two upcoming decisions and classify them. For the reversible one, assign a single owner and a 48-hour deadline. For the irreversible one, identify the three key pieces of data needed to make the decision confidently, and assign owners to retrieve them within the week. This immediate shift in framing will begin to re-align your team's decision velocity.