Duraid Wadie

Head of M&A Architecture

Medium Article · 4 min read · Nov 16, 2025

The Signals That Matter Most in Tech Due Diligence

Due DiligenceArchitectureDeploymentMergers And AcquisitionsExit StrategyTestingArchitectsSoftware Engineering

Article summary

Technical due diligence has evolved into its own discipline. What once focused on code correctness and infrastructure checklists now hinges on a deeper question: can this engineering ecosystem adapt without fear? Almost every failed acquisition I’ve seen traced back to the same root cause, a system built to prevent change instead of enabling it. What You’ll Learn: How to evaluate engineering readiness during M&A, which architectural patterns reveal organizational maturity, and why the most dangerous liabilities are cultural rather than technical. Why Adaptability Defines Real Value Modern software companies grow through continuous change. Releases accelerate, customer expectations tighten, and regulatory demands increase.

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Practical takeaway

The main idea behind The Signals That Matter Most in Tech Due Diligence is to help teams move from broad theory to clear, repeatable decision making. When teams apply this thinking, they reduce ambiguity and focus on improvements that deliver measurable momentum.

Example scenario

Imagine a team facing competing priorities. By applying the ideas in The Signals That Matter Most in Tech Due Diligence, they can map dependencies, identify risks and choose the next move that produces progress without destabilizing their system.

Common mistakes to avoid

How to apply this in real work

Start by identifying where The Signals That Matter Most in Tech Due Diligence already shows up in your architecture or delivery flow. Then pick one area where clarity would reduce friction. Apply the idea, measure its effect and share the learning.

Signs you are doing it correctly

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