PROBLEMS WE SOLVECONFLICTING KPIS
One KPI. Three answers. Depending on who you ask.
Marketing shows one NGR. Finance signs off another. Ops reads a third in the weekly pack. It isn't a data problem, it's a governance problem, and it turns every meeting into a debate about whose number is right.
NGR ACROSS TEAMS3 versions → 1 certified
EVERY MEETINGWhose number → what to do
DEFINITIONSShadow sheets → one catalogue
THE PROBLEM
Every number is "reasonable". Together they're fog.
The same KPI quietly forks. NGR treats bonus cost, payment fees and rev-share differently. "Active players" flips between DAU, WAU and MAU with different activity rules. Acceptance rate is measured on offer, on request, or after risk validation. Each variance is defensible on its own.
Together they create a fog where analytics stops being a decision system and becomes a negotiation. A 20% swing in "actives" week to week isn't the business moving, it's two dashboards disagreeing. Trust erodes, and the loudest number wins the meeting instead of the right action.
WHERE KPIS DRIFT
NGR vs GGR
Bonus cost, payment fees and rev-share treated differently.
ACTIVE PLAYERS
DAU vs WAU vs MAU, each with its own minimum-activity rule.
ACCEPTANCE RATE
Measured on offer, on request, or on placed bet after risk.
CPA & CONVERSION
Verified FTD vs platform-reported; gross vs net of rebates.
WHY GAMBLITUDE WAS BUILT FOR THIS
Govern the language before the layout
Generic BI visualises data; it doesn't govern its meaning. Gamblitude owns the definition first, so the same NGR, ARPU, acceptance rate and RTP hold across every chart, on three principles.
FIG. 01 / THE PHILOSOPHY
01
One metric engine
Define a KPI in under two minutes: name, formula, filters, owner and dependencies. One source of truth across every dashboard and chart.
02
Versioned & certified
Freeze the official definition with a full audit trail. Experiment in drafts; the certified core stays untouched, and history stays consistent.
03
Propagation + AI stewardship
Update once and it flows everywhere. The AI Agent flags two similar "actives" diverging by 8% before the drift goes institutional.
IN PRACTICE
From conflict to clarity, KPI by KPI
03 CASES / REAL WORKFLOWS
CASE 01 / CASINO NGR
One NGR for Finance, one for Marketing, both certified
THE CHALLENGE
Finance nets rev-share and payment fees from NGR. CRM nets bonus only. Product watches NGR move with RTP cycles and blames promo burn.
GAMBLITUDE IN ACTION
Build NGR (Finance): GGR minus bonuses, rev-share and payment fees.
Build NGR (Marketing): GGR minus bonuses only.
Add Promo Cost per Active and VIP share of GGR to attribute spend precisely.
Freeze both, document use cases, map to Finance, Product Health and CRM.
WHY IT MATTERSEvery team knows which NGR applies to which decision. Promo efficiency is judged apples-to-apples; provider talks use the finance standard only.
CASE 02 / ACTIVE PLAYERS
Ending the 20% weekly swing in "actives"
THE CHALLENGE
Marketing presents MAU. Ops uses DAU with at least one bet or spin. RG counts sessions over three hours. Executives see actives swing 20% week to week.
GAMBLITUDE IN ACTION
Define certified DAU, WAU and MAU, each with an activity rule that matches intent.
Add Engaged users: weekly users with 3+ sessions or 2+ deposit events.
Set the OKR to WAU and Engaged, consistent everywhere.
Cohort views align with CRM journeys automatically.
WHY IT MATTERSRetention initiatives target engaged players rather than any login, and the weekly "swing" disappears because everyone reads the same metric.
CASE 03 / CPA & CONVERSION
Budget meetings that argue spend, not definitions
THE CHALLENGE
The agency's CPA looks lower than internal CPA: it counts platform-reported conversions, while internal ties CPA to verified FTDs. Currency and refunds differ by market.
GAMBLITUDE IN ACTION
Create CPA (Verified FTD) with a clear attribution window and FX policy.
Create CPA (Platform reported) purely for reconciliation.
Add a refund-adjusted media-spend metric and link it in dashboards.
Both certified, so every party reconciles against the same math.
WHY IT MATTERSBudget meetings stop arguing about numbers and start reallocating spend on verified-FTD economics.
THE OUTCOME
From courtroom to control room
Conflicting KPIs aren't a tax of growth; they're a design choice made upstream. With a metric engine, catalogue, versioning and governance embedded in the analytics layer, operators finally run one playbook, one language and one version of the truth. Analytics stops feeling like a courtroom and starts behaving like a control room.
NUMBERSdebated → acted on
OWNERSHIPnobody's job → a named owner + full history
AUDITreconstructed later → traceable by design
// PROBLEMS WE SOLVE / CONFLICTING KPIS
One language. One version of the truth.
See how governed metrics end the whose-number-is-right debate, on your own KPIs.
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