Analytical Thinking for Business Decisions

About This Course

This course prepares managers and specialists to think clearly when a business decision depends on evidence, trade-offs, and incomplete information. It covers how to define the decision, separate facts from assumptions, structure an analysis, and reach a recommendation that others can examine.

Participants practise framing problems, testing the quality of data and arguments, weighing options against explicit criteria, and presenting a decision case without overstating certainty. The emphasis is on reasoning that improves management decisions, not on statistical technique for its own sake. The course supports professional analysis. It does not teach methods for manipulating figures or for presenting a predetermined conclusion as if it were the result of analysis.

Course Objectives

Define a business decision so that the question, the options, and the decision-maker are clear.
Distinguish evidence, assumption, and opinion in a management problem.
Structure an analysis around the factors that actually affect the decision.
Assess the quality and limits of the data available.
Compare options against stated criteria, including cost, risk, and feasibility.
Identify bias and weak reasoning in their own analysis and in others’.
State a recommendation with the uncertainty and the conditions attached.
Present a decision case that a manager can accept, amend, or reject.

What You Will Learn

How to turn a vague problem into a decision question
How to separate evidence from assumption and preference
How to structure an analysis around the factors that matter
How to judge whether the available data can support a conclusion
How weak reasoning and selective evidence distort a recommendation
How to compare options against explicit criteria
How to see what would change the decision
How to state uncertainty without undermining a clear recommendation
How to present a decision case that can be challenged
How to leave with a method they can use on the next real decision

Skills You Will Gain

Decision framing
Evidence and assumption separation
Issue structuring
Data-quality assessment at management level
Recognition of weak reasoning
Criteria-based option comparison
Sensitivity and reversal testing
Recommendation writing with conditions
Decision-case presentation
Response to analytical challenge

Why Choose Komatek Academy

Built for managers and those who brief them, not as an academic logic course
Practised on business decisions, including incomplete data and real trade-offs
Workshops on framing, structure, critique, and the decision case
Clear boundary: the course strengthens honest analysis and does not assist the dressing-up of a predetermined answer
Short enough to use before the next planning or investment cycle

Who Should Attend

Managers who prepare or take business decisions

Strategy, planning, and performance analysts

Operations and commercial managers who rely on reports

Project and business-case authors

Internal advisers who brief senior management

Specialists moving into roles that require structured recommendations

Course Content

MODULE 01

The Decision and the Question

1. What kind of decision this is: one-off, recurring, strategic, or operationaln2. The decision-maker, the deadline, and the consequence of delayn3. Framing the question so that it can be answeredn4. Options, including the option to do nothingn5. What the analysis is for, and what it will not deciden6. Workshop: Rewriting a vague management problem as a clear decision question

MODULE 02

Evidence, Assumptions and Structure

1. Facts, estimates, assumptions, and preferencesn2. What must be known before a sound recommendation is possiblen3. Breaking a problem into the factors that drive the outcomen4. Issue trees and simple decision structuren5. Avoiding analysis that collects data without a questionn6. Workshop: Building a structure for one decision and marking what is evidence and what is assumption

MODULE 03

Data Quality and Reasoning

1. Sources, timeliness, and representativenessn2. Averages, trends, and comparisons at a management leveln3. Common weaknesses: selective examples, false precision, and ignored base ratesn4. Correlation and causen5. Checking an argument for missing factorsn6. Workshop: Reviewing a short analysis and listing the weaknesses that affect the conclusion

MODULE 04

Options, Criteria and Trade-offs

1. Criteria that match the organisation’s objectivesn2. Scoring or comparing options without false accuracyn3. Risk, reversibility, and implementation constraintsn4. Sensitivity: what would change the recommendationn5. When more analysis will not improve the decisionn6. Workshop: Comparing three options against agreed criteria and stating what would reverse the ranking

MODULE 05

Recommendation and the Decision Case

1. The recommendation, the reasons, and the uncertaintyn2. Conditions and triggers for reviewn3. What management must still judgen4. Presenting the case: question, evidence, options, recommendationn5. Responding to challenge without defending a weak pointn6. Capstone: Present a decision case covering the question, the structure, the evidence and its limits, the options, the recommendation, and the conditions