Critical Thinking
Raise the bar on critical thinking: assess ideas rationally and back them with evidence rather than gut feel. Grade the strength of that evidence, and actively counter the biases that make confident nonsense feel like insight.
OKRs are bets, and a bet is only as good as the thinking behind it. Most goals fail not in execution but in reasoning: they were set on gut feel, on last year’s assumptions, or on whoever argued most confidently in the room. Critical thinking is the discipline of separating what you know from what you hope, and of being honest about which is which before you commit a quarter of a team’s effort to it.
Grade your confidence
The practical tool is a levels of confidence scale: for each belief underneath an OKR, how strong is the evidence, really? "We are confident this will work" hides a spectrum, from "we have run this experiment three times" to "it feels right". Naming the level forces the distinction into the open, and it changes behaviour: a high-stakes bet resting on low-confidence evidence is a signal to do cheap discovery first, not to proceed and hope. Confidence grading is how a team turns vague optimism into a testable claim.
Counter the biases
Human judgement comes with predictable faults, cognitive biases: we favour evidence that confirms what we already believe, anchor on the first number we heard, and remember our hits while forgetting our misses. Critical thinking means building habits that counter these deliberately rather than trusting individual virtue to resist them. This is applied constantly in the system: when proposing OKRs, when writing Key Result narratives, and when running an OKR risk assessment. The goal is not to eliminate judgement, which is impossible, but to pressure-test it before it becomes a commitment.
Two instruments from Roger Martin
Two tools from the strategy library belong in every critical thinker’s kit. The Opposite Test: would a sane rival choose the reverse of this? If not, you are looking at an operating imperative, not a real choice, and no amount of confidence makes it strategic. And the Aristotle Distinction: markets can be otherwise, so historical data cannot prove a strategy will work, it can only inform a judgement. Teams that demand proof before acting in a domain where proof is unavailable simply freeze; teams that mistake data for proof act with false certainty. Critical thinking navigates between the two.
The habit
In practice, critical thinking shows up as a set of questions asked routinely: what would have to be true for this to work? What is the strongest case against it? What evidence would change our minds, and have we gone looking for it? A team that asks these before committing writes better bets, and, just as important, updates faster when the evidence arrives, because it already knows what it was watching for.
A team is "confident" a new pricing page will lift conversion. Graded honestly, the evidence is one competitor’s example and a strong hunch, low confidence on a high-stakes bet. The critical-thinking move is a cheap test first, not a quarter committed to a belief nobody has examined.
What is a confidence level in OKRs? +
A graded estimate of how strong the evidence is behind a belief or a Key Result, from a tested certainty to a hunch. Naming it turns vague optimism into something you can act on and update.
How do you counter bias in goal-setting? +
With deliberate habits, not willpower: the Opposite Test, seeking the strongest counter-argument, grading confidence, and asking what evidence would change your mind. The system builds these into how OKRs are proposed and reviewed.
From the ZOKRI OKR Handbook, the methodology we install and maintain. Written by Matt Roberts.
A UK-based strategy and OKR consultant and two-time SaaS founder with a venture-backed exit, Matt turns strategy into execution for teams scaling from tens to thousands. He co-founded ZOKRI in 2018, having previously co-founded Linkdex, a venture-backed enterprise SaaS platform he led to a trade sale. He writes the methodology behind these notes.
Better goals come from better thinking, and thinking can be trained. Our coaching installs confidence grading and bias-countering habits, and the free AI OKR Coach pressure-tests the reasoning behind your drafts.