Growth Blog

Insights on Scalability & Technology

Scalability and technology consulting advice for SaaS and technology companies — from the AKF Partners team.

Technical Diligence

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Artificial Intelligence

Technical Due Diligence for AI Deals in 2026

Deal timelines for AI investments have compressed from months to weeks, and the technical complexity of evaluating machine learning models, data pipelines, and…

Technical Diligence

Technology Due Diligence Checklist

AKF has been conducting technology due diligence on behalf of our investor and strategic acquirer customers for over 15 years. Along this journey we developed…

Technical Diligence

Tech Due Diligence - Going Beyond the Checklist

One of our most popular posts is the sharing of our Tech Due Diligence checklist. This is indeed a great resource for conducting thorough and comprehensive…

Leadership

Tech Leadership Diligence: Beyond the Code

In M&A tech diligence, the focus often centers on evaluating the technical stack and code quality of the target company. While these are important, they are…

Technical Diligence

M&A Tech Diligence: Identifying Innovation

Technology due diligence is often viewed through the lens of risk identification, focusing on uncovering technical debt, security vulnerabilities, or outdated…

Artificial Intelligence

AI/ML in M&A: Potential vs. Pitfalls

For firms focused on technology-driven acquisitions, artificial intelligence (AI) and machine learning (ML) are becoming central to evaluating the potential of…

Artificial Intelligence

Evaluating the AI/ML Capabilities of an Investment Target

Around October 2020, we saw a sudden influx of investments into companies claiming they had unique artificial intelligence and machine learning (AI/ML)…