How Technical Due Diligence Works for Non-Tech Companies

Studies reveal 60% of all M&A deal failures stem from poor due diligence, often due to overlooked technical issues, according to techcxo .

NS
Noah Sinclair

May 29, 2026 · 4 min read

Non-tech executive carefully reviewing technical documents and code during a crucial M&A due diligence process, symbolizing the challenges of acquiring tech companies.

Studies reveal 60% of all M&A deal failures stem from poor due diligence, often due to overlooked technical issues, according to techcxo. Such failures cause substantial financial losses and missed strategic opportunities for acquiring companies. They derail growth strategies and erode shareholder value.

Non-tech companies increasingly acquire tech-reliant businesses for innovation and market share. Yet, they frequently underestimate thorough technical due diligence, exposing themselves to substantial post-deal liabilities. This oversight transforms innovation plays into costly integration nightmares.

Companies failing to invest adequately in expert-led technical due diligence face unforeseen financial burdens, operational disruptions, and ultimately, deal failure, despite initial strategic alignment. Assessing a target company's technology stack, architecture, and team health is crucial for long-term success in 2026.

Technical due diligence for non-tech companies extends beyond code review. It encompasses strategic and leadership risks, equally critical to investment success. Weaknesses in strategy and leadership can undermine technical details, according to mascience. A target's organizational health is as critical to its technical viability as its code quality. Non-tech companies chasing innovation through acquisition often underestimate the human element; neglecting leadership and team health during due diligence is as detrimental as overlooking code quality.

What is Technical Due Diligence?

Technical due diligence (TDD) evaluates a target company's technology assets, infrastructure, and capabilities. It assesses the true state of the technology, its potential, and inherent risks. TDD delves deep into a company's technology, revealing its strengths, vulnerabilities, and future potential.

Assessing software architecture suitability involves examining design patterns, robustness, limitations, maintainability, scalability, technical debt, security, integrations, and data management, according to mascience. This examination identifies potential roadblocks or hidden costs post-acquisition. TDD ensures acquirers understand what they inherit, beyond surface-level representations.

The Key Steps in a TDD Process

An effective TDD process requires a multi-faceted approach, examining both technical infrastructure and human capital. Evaluating the technology team setup and health involves understanding organizational structure, inter-disciplinary balance, and talent retention, according to mascience. The human element is as vital as the code itself.

Specialized software for TDD data analysis enhances accuracy, avoiding mistakes that occur 30% of the time with manual methods, according to zartis. Effective TDD demands a dual focus: human capital and technological infrastructure, leveraging tools to mitigate error. The 60% M&A failure rate, per techcxo, warns that companies fail to assess foundational processes and leadership driving tech value, turning potential growth into guaranteed liability.

The High Cost of Skipping TDD

Neglecting thorough technical due diligence exposes acquiring companies to significant financial penalties and operational disruptions. The average cost of a data breach for companies with annual revenues under $100 million is around $2.5 million, according to techcxo. Such costs reveal severe financial implications of overlooking security vulnerabilities.

Ignoring technical risks, particularly security vulnerabilities, leads to devastating financial penalties and reputational damage post-acquisition, far outweighing proper due diligence costs. The 30% error rate in manual technical assessments, per zartis, means companies often fail to properly evaluate acquired tech, inheriting liabilities. Even with improved TDD tools, many deal failures stem from issues beyond technical data analysis errors, often pointing to strategic, cultural, or leadership assessment failures.

Maximizing Value Through Smart TDD

Beyond mitigating risks, a strategic TDD approach unlocks significant post-acquisition value and improves operational efficiency. Companies with well-defined software development processes improve development productivity by 30-40%, according to techcxo. Assessing a target's methodology directly unlocks significant post-acquisition value, beyond just avoiding pitfalls.

Prioritizing a target's software development processes during TDD uncovers significant opportunities for post-acquisition efficiency gains and long-term value creation. While specialized software reduces TDD errors by 30%, according to zartis, the true competitive edge in tech M&A lies in understanding that a target's software development processes boost productivity by 30-40%, according to techcxo. Process assessment is a critical value driver, not just a risk mitigator.

Common Questions About Technical Due Diligence

What are the key areas of technical due diligence?

Key areas for technical due diligence include assessing the target's software architecture, code quality, infrastructure, data management practices, cybersecurity posture, and intellectual property. It also evaluates the engineering team's capabilities, processes, and organizational health to ensure operational readiness and future scalability.

How to perform technical due diligence for a startup?

Performing technical due diligence for a startup requires focusing on scalability potential, technology roadmap, and the founding team's technical expertise. It involves reviewing early-stage code, understanding the chosen technology stack, and assessing talent attraction and retention in a competitive market. Emphasis is placed on future-proofing and growth capacity, not just current stability.

What is the importance of technical due diligence?

Technical due diligence quantifies technical debt, identifies security vulnerabilities, and assesses the true cost of integrating a target company's technology. It provides a clear picture of the investment's underlying technical health, preventing unforeseen post-acquisition expenses and ensuring strategic alignment. Without it, companies risk inheriting significant liabilities that erode deal value.

If non-tech companies fail to integrate comprehensive technical due diligence into their M&A strategy, they will likely continue to face the 60% deal failure rate, missing opportunities to truly leverage acquired innovation.