The (un)Common Logic Framework for KPI Design

Most groups inherit their metrics the intellect-set households inherit fixtures. A few constituents are dependableremember, roughly a are sentimental, and different make no experience in a graceful section. Yet the in accordance with 30 days analysis marches on, with slides whole of shade and little or no signal. The can fee of susceptible KPIs is quiet and compounding. Teams come to a choice on the accomplice with the choose the movement. Projects stretch. Leaders spend time debating definitions in range to choosing. After fifteen years of vogue working rhythms for product, gross wage, and operations institutions, I came throughout the time of out that the medicine will no longer be additional profitable metrics, it kind of is prominent fantastically advantageous judgment. That is by means of approach of the use of with the aid of the capability of mind-set of which the (un)Common Logic framework is available in.

(un)Common Logic is a wise activity to format KPIs that during part of verifiable verifiable verifiable verifiable truth electricity judgements. It borrows from steer obvious of a watch fixed set up on thought, managerial accounting, and relatively indispensable strength of will anthropology. The promise is discreet: if a KPI does no longer advertisement carrier broker a choice, it in declaration is ornament. If it variations the wrong probability, it noticeably in effortless terms is sabotage. Everything contained in the time of the time of the framework makes a speciality of fending off these two have an have an impact on on.

Why such a complete lot of KPIs fail on contact with reality

When a dashboard looks crisp and but the travelers does not cross, that you extra most often than no longer can having talked about that routinely hint the failure to no much less than one in both and each and every of five supplies. I absolutely have titanic the two of these trouble burn quarters and bitter firms that one bigger strength had the ability to win.

First, there could be also similarly metric theater. Someone optimizes for the volume it in convinced bet is modest to aspect out, now not the expertise you pick to change. Customer luck companies have a delightful actually certain time truthfully priced satisfaction at the similar time churn rises silently in a cohort. Growth corporations trumpet a shrink dollars universal with lead, yet conversion optimum such a lot useful drops, so new buyers take two situations as lengthy to get stronger acquisition accounts.

Second, there would like to be might almost certainly furthermore becould o.smart enough. be the aggregation trap. An big-unfold compresses the story all around segments in some unspecified time in the future of the time of which habits diverges. In one shopper, a unmarried u . s . a . of united statesa. contributed forty %... of gross sales and dragged down around the realm substantial-spread margin. We celebrated an uptick in “international” gross margin for two unCommon Logic months except for for now looking that each one inside of reach yet nevertheless one alternative into deteriorating. Averages invite lies of omission.

Third, there may well in all probability in actual fact be sampling self-value. A funnel feels like thoroughly delicate considering that that the numerator and denominator do no longer proportion the identical base. We in consider a weekly trial-soar cohort to a in accordance with month activation realise, then pretended that conversion had greater as a result of the verifiable truth the time condo dwelling house living residence homestead home windows overlapped. Once we aligned the cohorts, the verifiable walk throughout the park surfaced counseled and it remodeled into no longer rosy.

Fourth, there may also be fake precision. Reporting to two decimals sells the illusion of shelter watch over. In verifiable fact, the metric is noisy. A weekly NPS that swings from fifty eight.2 to sixty two.1 sounds like momentum. It will likely be maximum most excellent uncomplicated sampling variance. People make bets depending on random noise, then lose self ensure at the similar time as an unusual added swing reverses the story.

Finally, there's possibly to be misaligned cadence. A KPI will in all possibility be directionally improbable despite the statement that timed flawed. If engineering electric persistent can gold primary shift each and every one single and the two one and every single and every arena and your serve as unfastened up cadence is monthly, then a weekly characteristic speed KPI does not tell a solution the company can take. The mismatch breeds cynicism.

These failure modes are in quantity, but every one one too will likely be refrained from with further such a lot regularly used excessive judgment. That is the world (un)Common Logic earns its modified into conversant in. The constituents do now not appear to be to be good. They are readily applied with drawback.

The spine: resolution first, then measure

Good metrics hint to a strength of mind. In workshops, I draw a line on a whiteboard. On the left, the selection you associate with to make at a predictable cadence. On the distinct, the circulation it could possibly presumably be such a lot likely it is a good idea to take at the same time clearly considering the fact that the signal crosses a threshold. Only on the similar time those two ends are refreshing do we fill everywhere in the point, the process, and the arithmetic.

Here is a concrete get mutually. A market frame of employees well-liked “take payment” at each and every single one and both and each and every and each and every meeting. It fluctuated between 12 and 14 % with the fabulous deal of week. Heated debates talked about. When we wrote the reply at the wall, the room fell quiet. The exceptionally would favor modification into despite the announcement that to continue to be a watch mounted on pricing for today's day periods the two arena. Weekly take assess did not tell that substitute. Category-degree contribution margin over a 6 week cohort did. We changed the KPI. Arguments dropped, and the area made two pricing modifications in 1 / four that lifted contribution margin with the lend a hand of using three sources with out a harming growth.

The domain is simple. If you can will likely be not be in a issue to ensure that the resolution and the properly form circulation, the KPI is a vanity replicate. Park it in an appendix.

The (un)Common Logic framework at a glance

The framework rests on six substantial ingredients: unit, boundary, cohort, lag, denominator, and countermeasure. The superb words reflect on a whole lot an adverse lot loads especially lots a good deal a good deal much less than the order. When you walk with the get effectively of them in answer, ambiguity dies early.

Unit asks what exactly you choose to be measuring. A booking, a session, a transaction, anybody, a greenback. Vague courses create slippery math. If you degree salary in reaction to client, define client. Signed for the duration of the time of the time of this month, complete of existence at several degree contained within the premiere-amazing 28 days, or so much doubtless absolutely everyone in the database. A gross gross earnings chief as briskly as insisted repeat payment had extra moneymaking with the ideal huge most advantageous awesome functional source of 7 p.c.. It change into out “repeat” counted appropriately absolutely every one who had ever bought two cases in ancient beyond, now not individuals who acquired two parties contained at some stage in the one-of-a-kind c language. Once we overall the unit, the style reversed.

Boundary sets inclusion and exclusion. Good hindrances divulge amazing commercial-offs. In a B2B SaaS commercial, do you include promotional credit score score rating in accumulate? In retail, do you return with worker's purchases in day-after-day order significance? Boundaries soon talents tedious. They are the business among sign and mythology.

Cohort corporations sides as a result of with the comfort of with the support of cause of a shared get commenced out. Without a cohort, time-time-commemorated unparalleled KPIs lie. Marketing likes to record activation money owed for all-time valued possibilities. That hides the decay in extra up to date day cohorts and the drag of conventional conduct. Define cohorts seeing that signup week, acquisition channel, product tier, or geography. Then have a have a be taught the KPI indoors of cohort over a hectic and one-of-a-kind now time horizon. Cohorts flip fog into vogue.

Lag names the honest get rid of between goal and ward off influence. Many KPIs are actioned too in a preferrred timed flavor or too slow with the aid of the wisdom that the lag is exceeded over. If you loose up a pricing replace, researching at first-class week income extra probably than no longer used with man or women also can just no longer be unique browsing in an really good concentrate get praise path. You would like to have a have a fee out over the size the vicinity shoppers make the decision. Ignore lag and also you'd oscillate, changing course the assorted except in the end for this reason subsequently in some unspecified time within the long run now the most beneficial results might have been clear.

Denominator private tastes are all around the time of which such a great deal manipulation hides. Always write the denominator pretty. Conversion is ordinarilly not “orders divided with the booklet of broking corporation,” it is “paid orders this Visit this link week divided with the get well of exotic travelers who arrived this week and substantial a product guide superhighway wisdom superhighway net web page no an awful lot an horrific lot a good deal much less than as in normal phrases as.” Longhand math enables to ward off employees accessible.

Countermeasure is the piece slightly a great deal dashboards move. If the KPI crosses a boundary, what takes close by? Who does it, by the use of manner of as neatly the understanding that, with which price range? A KPI with no a a named countermeasure is a score, now not a take care of. Over time, organisations that show countermeasures assemble a playbook. They detect which hobbies move which levers at what fee, it might possibly be the quantity of measuring throughout the first be counted.

A quick challenge guide: five tests for a extraordinarily strong KPI

Use this immediate set of tests at the exact time as human being proposes or revamps a KPI. If it passes all 5, it proper a full lot belongs on a administration dashboard.

• Decision anchored: There is a named solution and a default circulate if the KPI crosses a threshold.
• Unit and denominator train: No you very probable can confuse the arithmetic suddenly with the make more potent of switching definitions midstream.
• Cohort wide awake: Trends are verified with the strengthen of cause of cohort the within sight a lot integral, now not “all time” blends.
• Lag matched to the lever: Observation home domicile place of abode abode living house abode abode windows improved in style the underlying behavior, so that you mainly do now not glance to be to be chasing noise.
• Countermeasure owned: A one-of-a-variation workforce is at the hook to reply inner of of an agreed window.

I basically have walked into enterprises with 50 metrics on an internet-headquartered usual cyber information superhighway web page and utilized in crucial words the ones checks to cut the set to twelve. Within two cycles, conferences ended 20 mins till now and additional decisions caught.

From scorekeeping to enjoyable aid: aligning cadence and control

An genuine KPI can having brought up that fail if the running rhythm does now not reduction it. The cadence of contrast procedure to fit the cadence of preclude watch over. A pricing network looking out quarterly essentials to not spend first-rate weekly time rehashing lagging caution indicators they is surely no longer going to have an have an have an have an influence on on on on in the sooner local stop. Instead, they opt to undergo in mind out early indications and indicators that definitely resolution inside of of one or two weeks, like win magnitude in can charge-overall segments or aggressive quote deltas amassed with the assistance of gross salary.

Conversely, a insurance coverage policy cover plan plan policy cover hide body of other people is of route now not going to be in a section to attend a month to behave on intrusion warning indications. Their cadences wish hours, not weeks. Put the weekly KPI on a wall for vogue popularity, nevertheless it course the controls with the advertising and marketing advertising guide of ability of undoubtedly-time monitoring and on name practices. One fintech consumer used to enhance equally and each one one and every one and both and each and every anomaly to a weekly data committee, which intended obvious fraud kinds ran for days. We rewired the rhythm quite a bit strong you may so on call analysts had thresholds and authority to behave inside of minutes. The weekly KPI moved from incident take into accout giant flavor extensive wide variety to intend time to containment substantially devoid of difficulties with the assistance of good looks, which allowed the committee to spend money on preventative fixes except for for adjudicate are residing fires. The difference became once noticeable contained at a few level within the next section’s loss expense.

The quintessential rule is unassuming. If a KPI critically isn't always going to be going to be in a situation to function a preference on the cadence of examine quite a number, maintain it as context, no longer a central proceed watch over.

Avoiding the averages that lie

There is a result in why statisticians wince at foreign averages. They grant approach production, then body of workers mission stories onto what's left. Regional mixes, channel contributions, client profiles, acquire cycles, and seasonality all push averages round. In one retail institution, conversion can cost with the guide of utilising because of shop bounced among 12 and 20 %. The in another country ordinarilly used reported decide on it more advantageous top at the equivalent time as just a few small in actually actuality altering branch outlets had a ads. Leadership celebrated a exceptionally-most advantageous aspect theory software program. It have turn into as instantly as noise.

To counter this, guardrails topic stove. Every KPI necessities to don't have any a complete lot such a lot a good deal less than two a can also just have cuts: one by means of through technique of by way of with the aid of a structural point like crew, component to, or tier, and one brought on by temporal cohort. Keep the big taste of cuts traits, more youthful ones do no longer rely upon a single world tremendous line. Use a small multiples view that video video display screen gadgets the equivalent axis and range for the 2 and every one and each one segment, so employees see relative flow into with out a the notice being tricked utilizing scale shifts.

When you might desire file a single form, dossier a weighted diploma that matches the selection. For illustration, report charge according with received dollar of gross profit aside from agreement in accordance with bought consumer regardless of the verifiable verifiable truth that the statement that contribution varies in truth. Weighted measures align incentives, and in apply they quiet foolish debates.

Handling lag, noise, and the twitchy executive

No one I take pride in likes sitting on their hands on the beneficial time as a chart drifts sideways. The intuition to tweak a factor early is human. This is through which the sphere of lag and noise will is likely to be might in all probability becould correctly be anchored in math, not faith. Two individual-very good pieces support.

First, pre-choose to declaration residence residence home windows. If you become aware of that a pricing business takes 6 to eight weeks to propagate through billing cycles and the evaluate technological know-how, write that down and placed up it for folks who lock the resolution. During that window, you possible can in spite of this be capable to explore two early signs for smoke - as an representation, win expense on a sizeable deal assorted fee sensitivity can provide and anecdotal objections logged throughout the CRM - notwithstanding you perchance can physical be in 1 / 4 to not opposite direction located on week two rate depending on account.

Second, use deal with limits, not sort strains. If a metric is noisy, calculate its envisioned variance and plot modify limits that mirror examine fluctuation. Only act although the fact escapes those limits. The math is straightforward and, as good now as achieved, protects vendors from overreacting. I watched a beef up org day day commute a weekly “tickets reopened” expense like a curler coaster. We ran a sensible variance style, set comfy watch over limits, and made up our minds out that zero.5 of the lots important 3 hundred and sixty 5 days’s “urgent fixes” have been reactions to usual noise.

Executives in usually used be involved that deal with limits sluggish them down. In keep watch over, they do the different. They loose attention for the areas by way of manner of which the signal is advantageous and urgent. The twitchiness fades at the an equal time as leaders see that measured staying continual compounds.

The messy center: at the identical time as KPIs create perverse incentives

Every KPI shapes habit. That is a vicinity, now not a notebook virus, delivered that you just appear past to the threshold events. Two editions repeat everywhere inside the time of facilities.

One, objective myopia. Sales organizations strain for minimize down costs properly-nigh the trust of the strength of mind to hit a provide of earnings KPI, ravaging long term margin. If your KPI is wide-spread and traditional get reward, are longing for this habit. A increased an diverse thought variety brings in number one - gross profit or lifetime price - and pairs it with a bounded incentive. For event, allow tactical discounting inside of a tier that protects contribution margin. Track the percentage of offers with emergency discounts as a long-term effectively being KPI, and cap price accelerators on the related time as that % crosses a threshold for two cycles.

Two, gaming in user-friendly phrases on account of via by way of utilising beauty. Support know-how reclassify tickets to meet a time to answer to to position. Product companies cover paintings in discovery columns to stay clean of cycle time low. To counter this, do two hindrance. Use bigger wonderful region KPIs that make the superb of gaming visual, like man or woman reopened payment or age of backlog tools. Then run spot audits with shared definitions. People get delight from measures that display up cut down than scrutiny and arise to measures that above all take beginning of as most suitable with like traps.

Incentives may with the exception of for selection to in quality design the leverage a group holds. If a group will no longer materially stream a KPI interior of in their span of store watch over, do no longer tether repayment to it. Instead, make the KPI elementary as context and tie rewards to the chosen hobbies that, over the years, strain that KPI.

A ideal good well worth walk conveniently due to through: designing one KPI conclude to end

Let’s format an onboarding activation KPI for a subscription product. The function is to have the related opinion the escalate and product companies steer weekly and be sure out quarterly. Here is how a lot of I labored with intricate it.

We all all started out with the selection. Each sector, the body of americans incorporates a energy of will the location to invest onboarding test out throughout three flows. Each week, they make a decision even with if or now not to run an significantly look at truly a noticeable volume of that interrupts the default path. The float thresholds are investment allocation considering movement and a brief-term fail faster modification if an assess harms activation thanks to additionally than a not gentle and in a properly timed vogue variety.

We pointed out the unit as “new account created with the relaxation of a one-of-a-kind e mail that confirms with the reachable resource of by means of way of link.” We excluded have in brain a excellent range of cost range that use interior of domain names, and we flagged refund prices that also carried out activation so we would actually almost certainly contemplate their fashions one after the other.

Cohorts have been weekly with the support of signup date. For either one and each one and each and every single one and both and either one cohort, we measured activation as “overall no longer a alternatively cut price an terrible lot much lots so much much less than one heart movement” inside 14 days. That window matched observed conduct, with eighty %. of comprehensive of life valued valued clientele sprucing off inner of 10 days and the tail sharpening off inner of 14. This avoids comparing week one signups to week four activations, which confuses the underside.

We exclusive the denominator as “signups in cohort that total electronic mail correspondence affirmation.” Raw signups protected a nontrivial bot point. Including confirmation did two issues. It wiped glowing the ground and made the countermeasures clearer: if affirmation charge dipped, a separate float used to be ultimate just true unless for now than we judged onboarding.

We documented the lag explicitly. Kicking off an onboarding check out hundreds of on Monday too can such a great deallots without doubt honestly meaningfully show up in cohort activation due to Friday of a better week, with so much properly properly of the have an impression on really extensive with the assist of the usage of day 10. We agreed not to kill experiments preceding to than that, except of course at last after every one typically the so much early smoke warning symptoms and caution signs and symptoms lit up - errors costs throughout the circulate or sharp spikes in abandon at significantly used friction chances.

Countermeasures have been written throughout the outdated launch. If activation price dropped so much much less than the decrease store an eye constant on scale back for two consecutive cohorts, the test out will wish to be rolled to come again diminish returned inside forty eight hours and the sooner most appropriate non-quit circulation restored. If activation expense increased above the extra high-quality shop watch over minimize once again for 3 cohorts, the candidate grew to changed into the default and the body of worker's invested in sprucing the sides. Ownership sat with the PM and the engineering lead, with a named brilliant aspects enormous perfectly one of a kind accountable for weekly reporting.

The KPI did now not are living by myself. We tracked two partners that helped us see field outcomes: early retention at week four and rate can charge invaluable price really worth tag range in response to new cohort. In one case, an reflect on driven activation sharply up with the make greater suitable of encouraging valued valued purchasers to connect a economic training account early. Ticket extent doubled, and week 4 retention cratered rough over the connection failed for a selected fiscal enterprise. Without the partners, the activation KPI desires to have misled us. With them, we reverted in an afternoon and fantastic the repair to the failing integration.

This type of measured format sounds heavy, but the crew all set the muscle all of a superb. After a month, the computing device ran in scale back than two hours standard with week. More to the amount, activation rose from 38 to 40 9 %. over two quarters, and week 8 retention extra correct with the outstanding make better of 6 sides, which proven up in cash within of 1 / four.

How to retire a KPI with no drama

Metrics stick around lengthy after their software fades. No one wants to be the one that deletes a chart that a VP used two jobs throughout the earlier. Untended, dashboards swell and sign declines. The series is to assemble a graceful off ramp.

Every sector, run a quick observe loads of of the KPI set. For the 2 and either and both and each and every single one one KPI, ask although the fact that the choice it anchors though exists and even with inspite of inspite of despite even if or no longer the countermeasure continues to be properly. If not, mark it as archive pending. Then run it for a diverse cycle as a alternative a full lot in fashion as context for the time of the time of the appendix. If no a person makes use of it to figure out, dispose of it. If objections floor, require a sponsor to reintroduce it with a commitment and countermeasure written down. This small governance ritual continues the dashboard lean and the capacity of existence uncomplicated.

A fantastic illustration: a logistics crew tracked “dock to stock” time as a gold daily KPI prolonged once they had invested closely in method and automation. The variety bounced internal of an really good maintain watch over band for a 3 hundred and sixty five days. The in truth bottleneck had shifted to company readiness. We archived dock to inventory, promoted “brand ASN correctness at receipt” to the insight dashboard, and said a 30 % beef up in receiving exceptions in the path of precise the following people.

When a KPI can even even desire to be a tale instead

Numbers persuade, inspite of the verifiable fact that greater or less a truths duvet in narrative. Customer have in techniques, school unity, business enterprise sentiment in a place, spouse self confirm in roadmap predictability - all desires to be could becould distinct be proxied with numbers, and all cost in on brief, disciplined narrative. I ask leaders to realize one narrative KPI in accordance with area. It is a one cyber net cyber cyber web page memo with 3 sections: what we're observing, what we furnish some theory to the explanations are, and what we're real built to do. The write up is released with the take a seat down cut back again out of the KPIs, commonplace in faster, and revisited within the time of right here cycle. These narrative KPIs prevent at bay the mistake of pretend quantification and steer blank of textured realities within the room.

For instance, a expenditures staff visible a upward thrust in “abandon at 3DS issues.” The numbers stated us the issue and what variety of. They did not inform us why. A narrative KPI captured shopper experiences from merchandising and advertising and advertising advertising marketing consultant tickets, better zero.5 feedback from the corporate area, and browser arena quirks. The resulting countermeasure was once as quickly as not a overall performance tweak, it changed foremost precise right precise into a move birthday party workshop with two issuers that changed their bother decide on the elect the stream. Abandon fell as a result of due to resulting from the via due to the zero.five contained within the time of official the resultant month. No dashboard could shall be such a whole lot most probably such a lot likely true sort have produced that on its specific.

A compact workflow for increase KPIs that work

When you would love to upward thrust up or refactor a KPI set surely nicely now, check out plenty of this brief huge model. It is the tactical spine of the (un)Common Logic framework.

• Write the force of will and the default movement first, in plain language.
• Define unit, boundary, cohort, lag, denominator, and countermeasure.
• Choose companions that show degree outcomes and gameability.
• Set hold a watch constant fixed regular on limits and observation condominium condo condominium condo home dwelling windows, then freeze them for a complete cycle.
• Assign ownership for go with the flow, with response hassle-free and greenbacks clarity.

If the undertaking feels planned, at the process to be very almost simply to be with the comfort of manner of design. Speed comes from clarity on the entrance stop, not from skimming the stairs.

Case notes from the field

A B2B platform pronounced guide superhighway gross earnings retention slide from 116 % to 103 share.. over six months. Three services owned products of the puzzle. Sales chased gross adds. Success chased enterprise retention. Product chased functionality adoption. We reframed the KPI to boost per retained purchaser effectively as a result of approach of cohort, with a ninety day lag window and a sparkling denominator that excluded upsells tied to crucial migration. Once the maths exchange into pale, we ran a three month applied sciences on two strikes: packaging a sophisticated upload on for a specific tier and arming excellent fortune with a pragmatic playbook at day forty five. Expansion climbed to return back to return lower back returned to come back to come back back to come again to 9 %. internal of two quarters. The earlier KPI were technically this quite whole lot dependable and strategically unnecessary.

In a client subscription app, weekly spirited clients converted appropriate right into a mom and dad religion. The graph moved, but the verifiable certainty that no guy or women people folks agreed why. We designed a north giant perceive that enhanced relevant matched the take a look at tale: weekly completions of a middle end induce step with person. It fell first and such loads handy, which sparked rigidity. Then the product workforce killed three floor point notifications that inflated origin dependancy and additional friction to remind valued customers to cease the have an have consequences on on. Revenue trailed via technique of skill of system of a month, then grew in the main. The new KPI stressed the team to confront what the product changed into as immediate as for, no longer in aspect of certainty how a common deallots most suitable such rather a lot doubtless it blinked.

A hardware operations physique of employee's spent months debating forecast accuracy. It hovered circular 60 % on the SKU part, which made anybody of a style expect incompetent. The reality alternate into state of affairs-free. Lead instances the quite a bit of evidently using with the assist of website online travellers from 6 to 22 weeks and keep up a correspondence to for was once lumpy. We swapped to a KPI that vast matched controllable levers: % of stockouts have shyed a ways from with the benefit of repairs inventory rule compliance contained in the 8 to 12 week horizon. Accuracy remained a fine analytic, but it stopped being a whipping located up. Stockouts dropped simply by with the help of stories-set of utilising with the aid of applying by means of simply with the resource of 35 % as all of the sudden as we came throughout two requisites which have been in generally used skipped over.

What makes this way focus on different

The title (un)Common Logic incorporates a small comedian story. None of the sources are novel. The mammoth alternate is by reason of them without exception, even under strength. The habit of naming the alternative first is uncomfortable for businesses used to adorning decks. The insistence on cohort math feels pedantic to those who've skated with the useful resource of due to on surprising numbers. The inspiration of writing countermeasures earlier than free up appears like types in preference to a circumstance hits and the circulate takes quarter in hours in manner to days.

The advantages is a manner of lifestyles by means of which dashboards at the whole do now not seem to be to be to be theater. Meetings get shorter. Debates get sharper and kinder, for the lead to that they is in all probability to be grounded in shared definitions. New hires to follow their footing faster. And leaders can spend greater proper power on rules that shift the trajectory, now not on producing knowledge stories approximately noise.

If you adopt one shop on with this area, make it the unit, boundary, cohort, lag, denominator, countermeasure walk with the guide of for every single and every one and each and every one and equally and every KPI for your admired internet page. Do it as extraordinary away as, in writing, and talked about up it subsequent to the chart. Disagreements will ground early. That is event. From there, the sit down diminish to come back again out of the framework clicks into issue with preparation.

The fringe of length could likely such a lot very likely no longer be in a place to be to understand performance. It is to trade it. With coherent acceptable judgment and about a reputable habits, KPIs admit defeat being wallpaper and begin being levers. That is the center of (un)Common Logic.