Theoretical & Foundational 4 min read
KPIs, OKRs & the Balanced Scorecard: Which Framework Works in Which Context
Ask ten HR Directors which performance framework their organisation uses, and you will likely receive ten different answers - each one a hybrid that has evolved...

Why this research matters
Three of the most widely used performance frameworks - decoded, contrasted, and applied to the contexts where each one actually delivers results.
The Framework Confusion That Costs Organisations Clarity
Ask ten HR Directors which performance framework their organisation uses, and you will likely receive ten different answers - each one a hybrid that has evolved over time, often combining elements of all three major frameworks without fully committing to any. This confusion is understandable. KPIs, OKRs, and the Balanced Scorecard (BSC) are frequently discussed as if they are interchangeable alternatives when, in practice, they serve different purposes, operate at different levels of the organisation, and require different organisational maturity levels to implement effectively.
The consequence of using the wrong framework - or misapplying the right one - is not simply administrative inefficiency. It produces misaligned effort, rewards the wrong behaviours, and creates a performance culture that measures activity rather than contribution.
Key Performance Indicators (KPIs): The Language of Operations
KPIs are the most widely understood and misused of the three frameworks. At their most effective, KPIs are lag indicators - measures of outcomes already achieved - complemented by a small number of lead indicators that predict whether the organisation is on track. A sales team KPI of "monthly revenue" is a lag indicator. "Pipeline value at 3× quota" is a lead indicator that predicts whether that revenue KPI will be achieved.
KPIs work best in environments where: the work is operationally mature and repeatable; success criteria are well-understood and stable; and the primary challenge is execution, not exploration. They are the right framework for a payroll team, a customer service centre, or a manufacturing operation - where the goal is to measure performance against known standards. They are the wrong framework for a product innovation team, a new business unit, or any context where the organisation is still discovering what "good" looks like.
The most common KPI design error is having too many of them. Research consistently shows that individuals effectively track three to five KPIs - beyond that, attention disperses and performance data becomes noise. Effective KPI design starts by asking: "If we could only know three things about this team's performance, what would they be?"
OKRs: The Framework for Ambition and Alignment
Objectives and Key Results (OKRs) were developed at Intel, popularised at Google, and have since been adopted by a wide range of organisations - often without fully understanding what makes them work. The OKR framework has two components: an Objective (a qualitative, motivating statement of what you want to achieve) and two to four Key Results (quantitative, time-bound measures that define what success looks like for that objective).
The critical design principle that distinguishes OKRs from KPIs is that OKRs are meant to be ambitious enough that 70% achievement is considered a strong result . If you consistently hit 100% of your OKRs, they were not ambitious enough. This "stretch" philosophy makes OKRs fundamentally unsuitable as a basis for performance ratings or compensation decisions - a mistake many organisations make when adopting the framework. Google is explicit on this point: OKRs and performance ratings are separate systems.
OKRs are the right framework for: fast-growing companies; teams working on new initiatives or products; organisations mid-transformation; and any context where the primary challenge is alignment and focus, not operational execution. The quarterly cadence of OKRs - set, review, reset - also makes them a better fit for the pace of modern business than annual KPI targets.
The Balanced Scorecard: The Framework for Strategic Translation
Developed by Kaplan and Norton (1992) and still one of the most widely used strategic management tools in large enterprises, the Balanced Scorecard (BSC) operates at a fundamentally different level from KPIs and OKRs. It is not primarily a tool for managing individual or team performance - it is a framework for translating organisational strategy into a coherent set of measures across four perspectives: Financial, Customer, Internal Processes, and Learning & Growth.
The BSC's power lies in the causal logic it forces organisations to make explicit: investments in Learning & Growth (training, culture, systems) improve Internal Processes; improved processes create better Customer outcomes; better customer outcomes generate Financial results. This causal chain prevents organisations from optimising one dimension at the expense of others - for example, cutting training budgets to hit short-term financial targets.
The BSC is appropriate for: large, complex organisations with multiple business units; organisations undergoing strategic transformation; and contexts where the HR function needs to demonstrate strategic contribution. It requires significant investment in design and maintenance, and should be owned at the executive level, not delegated to the HR department alone.
How Gattai uses this evidence
Gattai applies this research to enterprise Performance workflows, continuous verification, and intelligent HR decision support.
Original source
- Title
- KPIs, OKRs & the Balanced Scorecard: Which Framework Works in Which Context
- Authors
- Kaplan, Norton, Doerr & CIPD Research
- Institution / journal
- Harvard Business School & Bain Management Tools
- Year
- 2024 / 2025
- Source type
- Management Framework Comparative Analysis
Comprehensive research and operational guide from the Gattai Research Library evidence base.



