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Bootstrapping Problem Solving

Applying Frugality, Focus, and Revenue-First Principles to Build with Limited Resources A Case Study and Practical AI-Driven Validation Methods The allure of external funding from venture capitalists to angel investors is often seen as the ultimate lifeline for fledgling entrepreneurs. Yet, many successful businesses began their journey without a shiny cheque or a fancy pitch…
Heuristic evaluation for signals

In complex organisations, metrics and dashboards can reassure us even when things are quietly going wrong. A heuristic is not a tool for design alone — it is a way of asking better questions of your data, your processes, and your assumptions. This article shows a simple method for using one heuristic evaluation question to…
Mastering Problem Solving with AI

Identifying Symptoms, Root Causes, and Crafting Effective Prompts for Context-Driven Solutions How to Solve Problems with AI: A Step-by-Step Guide Artificial Intelligence (AI) has become a powerful tool in tackling complex problems across various fields. However, effectively solving problems with AI requires more than just feeding data into a model – it demands a structured…
How to Use ChatGPT Prompt Structures for

Effective Root Cause Analysis and Counter-Arguments Exploration Organisations face the perennial challenge of problem-solving, which often requires a deep dive into the origins of issues—commonly known as root cause analysis. Traditional methodologies have their merit, but with advancements in artificial intelligence (AI), particularly the rise of models like ChatGPT (Chat Generative Pre-trained Transformer), we have…
When to Pivot

Understanding Churn, Engagement, and Development Speed Metrics to Identify Problem-Solution Fit In the dynamic landscape of entrepreneurship and product development, the ability to identify when to pivot is a critical skill. A pivot – a strategic shift in business strategy or product design – can mean the difference between success and failure. But how do…
How to Surface and Test Assumptions

Prevent Project Failure Caused by Silent Misalignments Imagine a project team bustling with activity, everyone nodding in agreement during meetings, milestones being ticked off diligently, and yet, somewhere down the line, the project derails. Deadlines slip, deliverables don’t meet expectations, and frustration mounts. The perplexing question is: how did this happen when everyone seemed on…



