Business by Numbers - Downloadable Tools
The Book - "Business by Numbers" presents a comprehensive framework of simple and advanced analytics to measure and manage nearly every aspect of business planning, analysis, and control. This section provides downloadable summaries and real-world case examples featured in the book — each designed to serve as a standalone, practical guide for applying and interpreting data in business contexts.
The Development, Implementation and Use of an Analytical Business Taxonomy for the Determination of Business Outcomes
Gerard N. Skews - R & D Director - Arbite Software Services Ltd.
Abstract
In biology, taxonomy provides a structured system to classify the diversity of life into ordered groups, enabling clarity, comparability, and predictability. Business analytics faces a parallel challenge: thousands of formulas, ratios, and indices exist across finance, marketing, operations, and strategy, but without a unified classification they are often applied inconsistently and without context. This paper introduces a structured Business Taxonomy, adapted from the hierarchical principles of natural science, to classify and organise analytical formulas. By aligning metrics under successive layers — from broad determinants of success to specific formulas — the taxonomy creates an “ecosystem of analytics” where every formula has a logical place and defined purpose.
The Development of a New Analytical Methodology for Assessing Business Investment Proposals
Gerard N. Skews - R & D Director - Arbite Software Services Ltd.
Abstract
New business ventures are often evaluated using narrow financial measures or optimistic forecasts, leaving investors exposed to hidden risks. This paper introduces a structured methodology for assessing business proposals, combining market, technical, operational, financial, and stakeholder dimensions into a transparent, multi-gate framework. Using the example of Water Vita Ltd — an early-stage venture proposing eco-friendly refillable water vending systems in the UK — the paper demonstrates how each analytical stage produces composite scores that can be synthesised into a final investment attractiveness index. The approach balances quantitative rigour with qualitative insight, creating a reproducible method for evaluating opportunities across industries.
Business by Numbers - Case Studies
Market Demand
Measures the size, growth potential, and accessibility of the market for your products or services.
Calculating market demand combines several parameters to arrive at a Composite Demand Model that relates to the market in question. Each parameter, described below, represents a key variable that can be weighted according to market and business conditions, in this way this model is adapted to any number of scenarios and challenges.
Demand for Smart Air Purifiers in an Urban Market
Case Example # 03140925
Demand Forecast Example
You're analyzing the market demand for smart air purifiers in a major metropolitan area. Your goal is to estimate monthly unit demand based on current market conditions using the full demand model.
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Business by Numbers - Case Studies
Capital Availability
Assesses the organisation’s ability to access and allocate financial resources effectively.
Capital Availability directly influences a company’s capacity to invest in new opportunities, weather economic volatility, and respond to strategic risks or disruptions. The presence - or absence - of sufficient capital affects everything from short-term liquidity to long-term sustainability, making it essential for managing operational efficiency, funding R&D, expanding market reach, or navigating turnaround scenarios.
Financial Priorities Examples
Case Example 05160925
These metrics are designed to establish the priorities for capital requirement in any business. Their ranking and value help determine the strategy required for raising and managing capital, they are used analytically or diagnostically. Weightings are used to balance overall metrics and may change dependent on industry – default values are included.
Strategic Levers Examples
Case Example 06170925
Strategic Levers reflect how an organization’s broader ambitions shape its funding needs and flexibility. These levers include the chosen Growth Strategy - whether organic expansion or growth through mergers and acquisitions - which directly influences capital intensity and timeline. The Timing and Urgency of Capital Deployment assesses how quickly funds must be mobilised to capture opportunities or manage risks. An organization’s Risk Appetite plays a critical role in determining its capital structure and investment tolerance, while its stance on Diversification versus Focus impacts how capital is allocated across new initiatives versus core operations. Together, these four factors define the strategic context in which capital decisions are made.
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Business by Numbers - Case Studies
Management Efffectiveness
Gauges leadership quality, decision-making capability, and organisational health.
Management Effectiveness is a key determinant of business success as it reflects the capacity of leadership teams to strategically allocate resources, inspire employees, and execute key activities aligned with business goals. A method of quantifying and monitoring it is described below.
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Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
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Business by Numbers - Case Studies
Business Model Viability
Evaluates whether the way you create, deliver, and capture value is sustainable and profitable.
How does the organization deliver its payload? How effectively does the business turn its resources, capabilities, and market opportunity into consistent value—both for customers and for itself? A viable business model aligns what the company offers (its value proposition), how it delivers that value (channels, operations, partners), and how it gets paid (revenue and cost structure).
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Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
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Business by Numbers - Case Studies
Marketing & Sales Efficacy
Measures the efficiency and effectiveness of reaching, engaging, and converting your target audience.
Marketing & Sales Efficacy is critical for understanding how effectively a company’s marketing & sales strategies translate into business performance and growth.
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Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
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Business by Numbers - Case Studies
Customer Satisfaction
Monitors how well you meet or exceed customer expectations
What customers really think of the organisation and its products & services.
Measuring satisfaction uses an analytical methodology designed to quantify and map expectation to the actual experience the customer has.
This approach allows businesses to pinpoint weaknesses, identify root causes, and take targeted actions to improve outcomes and loyalty.
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Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
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Business by Numbers - Case Studies
Operational Efficiency
Looks at how well resources, processes, and people are used to deliver outputs.
To evaluate, monitor, plan or diagnose operational health effectively, businesses must start with a clear understanding of their market context, product characteristics, and internal environment. Factors such as supply chain volatility, regulatory requirements, and customer expectations shape how operations must be structured.
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Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Business by Numbers - Case Studies
Innovation Competence
Assesses the organisation’s ability to develop, test, and implement new ideas effectively.
How well the organization uses technology and R & D resources. Section Error! Reference source not found.
Technology Innovation is an important determinant of success that measures an organization’s ability to develop and implement novel technologies, processes, or products that improve efficiency, customer satisfaction, and market competitiveness.
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Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
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Business by Numbers - Case Studies
Legal & Compliance
Ensures that the business meets regulatory requirements and ethical standards.
Legal & Compliance refers to an organization’s adherence to laws, regulations, and industry standards while conducting business. It encompasses compliance with local and international legal frameworks, regulatory requirements, ethical practices, and governance structures. A robust Legal & Compliance framework mitigates risks, enhances business credibility, and ensures sustainability. Failure to operate an efficient L & C department can bring an entire business to its knees… instantly.
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Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
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Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Business by Numbers - Case Studies
The Economic Environment
Accounts for external macroeconomic and geopolitical factors that affect business performance.
Economic conditions at the local, national, and global levels significantly influence business decisions, whether as key success factors or critical stages in business development.
Understanding these economic forces enables businesses to adapt, mitigate risks, and seize new opportunities.
In this section, we outline essential analytical approaches and methodologies for conducting economic impact assessments.
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Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.
Nullam dictum felis eu pede
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nulla euismod condimentum felis vitae efficitur. Sed vel dictum quam, at blandit leo.