Startups

A prep checklist for startups about to undergo technical due diligence

Comment

Seamless repetitive Check Mark pattern on blue background
Image Credits: Pixelimage (opens in a new window) / Getty Images

Matt Van Itallie

Contributor

Matt Van Itallie is the founder and CEO of Sema, which provides codebase analytics for M&A.

More posts from Matt Van Itallie

Previously, the author offered a detailed overview of the technical due diligence (TDD) process investors conduct before injecting cash into early stage startups.

In this follow-up, he offers a detailed checklist for C-level executives and senior managers who are responsible for helping VCs determine whether their “codebase is safe enough for investment.”


Product roadmap

  1. Explain how you collect user and customer feedback.
  2. Provide a sample subset of the most granular user/customer feedback you collect.
  3. Provide the results of the synthesis of user/customer feedback.
  4. Provide the last 12 months of product management data for Engineering (e.g. Jira tickets). How much was spent on new features / functionality compared to maintenance? What are the major items on the list?
  5. Explain the roadmap for the next 12 months.

Code quality

  1. How much does Finance invest in tech debt prevention and remediation? In security risk prevention and remediation? In IP risk prevention and remediation?
  2. Which software languages do you use? Is the use of new languages managed?
  3. Is a refactoring being considered or possibly needed?
  4. Which testing methods do you use and what is their breadth? Do you perform unit tests, automated tests, manual QA testing, and user acceptance testing? Share the most recent results from each type of test.
  5. Is a line-level scanning tool such as SonarQube in place? If yes, share a sample report.
  6. Is third-party code managed through a manager, stored in the code, or both? Why?
  7. Describe your architecture and provide architectural diagrams.

Intellectual property

  1. Provide an overview of the Company’s IP. What are the core or key IP assets?
  2. Investors/acquirers may choose to conduct an IP litigation search.
  3. Provide evidence of ownership of the domain names you use.
  4. Is the company’s software escrowed? Does any customer have access to the code?
  5. Which licenses do you have, both inbound and outbound?
  6. What third-party code does your software use, according to your third-party code management system, if any, and according to a scan of the code itself? How do you address CopyLeft/CopyLeft Limited license instances?
  7. Does the company require employees or vendors (firms, contractors) to execute IP assignment rights and confidentiality agreements? Add all executed copies to the data room and identify who has not signed one (current and former employees).
  8. How often does the company back up its data?
  9. Are there any written disaster recovery plans? Share them.

Code, network and information security

  1. Has the Company experienced any IT shutdowns, or any material virus, malware, or ransomware incidents within the past three years?
  2. What security measures are in place? Share all reports, including in-code scans for security vulnerabilities, as well as virus/malware scans.
  3. Is access to the code repositories authenticated. How?
  4. Discuss recent risk assessments such as penetration testing and IT audits.
  5. Discuss any security standards achieved or in process, such as SOC2 Certification.
  6. What types of customer information does the company have access to? Does the company have access to the information and data files the customer uploads?
  7. Has a lawyer assessed compliance with GDPR and CCPA?
  8. Please discuss compliance with PCI [Payment Card Industry] standards and if the company stores or handles PCI.

Development process

  1. How many version control systems are in use?
  2. How much development activity has been carried out in the last 12 months by repository and application? What explains the variance?
  3. Do you manage or coach on files per commit?
  4. Do you manage or coach on adding unit tests?
  5. Do you manage or coach on adding ticket numbers to commit comments?

Engineering team contributions

  1. Provide a list of current and former software developers.
  2. Identify who are the most important developers to the product — current and former employees as well as contractors and internal staff.
  3. If any of the most important developers are no longer with your company, explain how you have managed without them.

DevOps

  1. Is the organization in compliance with software license purchases? Provide supporting data.
  2. Provide a list of product and engineering tools, like Jira, GitHub, testing tools, security tools, or cloud software.
  3. Describe the company’s IT system and infrastructure? How big is the IT department? How much of it is outsourced? What is the total annual budget for IT?
  4. Is IT on premises or cloud-based?
  5. Do you have a budget in mind to improve IT? Do you see any additional one-time or annual expenses for IT?

More TechCrunch

Blue Origin’s New Shepard rocket will take a crew to suborbital space for the first time in nearly two years later this month, the company announced on Tuesday.  The NS-25…

Blue Origin to resume crewed New Shepard launches on May 19

This will enable developers to use the on-device model to power their own AI features.

Google is building its Gemini Nano AI model into Chrome on the desktop

It ran 110 minutes, but Google managed to reference AI a whopping 121 times during Google I/O 2024 (by its own count). CEO Sundar Pichai referenced the figure to wrap…

Google mentioned ‘AI’ 120+ times during its I/O keynote

Firebase Genkit is an open source framework that enables developers to quickly build AI into new and existing applications.

Google launches Firebase Genkit, a new open source framework for building AI-powered apps

In the coming months, Google says it will open up the Gemini Nano model to more developers.

Patreon and Grammarly are already experimenting with Gemini Nano, says Google

As part of the update, Reddit also launched a dedicated AMA tab within the web post composer.

Reddit introduces new tools for ‘Ask Me Anything,’ its Q&A feature

Here are quick hits of the biggest news from the keynote as they are announced.

Google I/O 2024: Here’s everything Google just announced

LearnLM is already powering features across Google products, including in YouTube, Google’s Gemini apps, Google Search and Google Classroom.

LearnLM is Google’s new family of AI models for education

The official launch comes almost a year after YouTube began experimenting with AI-generated quizzes on its mobile app. 

Google is bringing AI-generated quizzes to academic videos on YouTube

Around 550 employees across autonomous vehicle company Motional have been laid off, according to information taken from WARN notice filings and sources at the company.  Earlier this week, TechCrunch reported…

Motional cut about 550 employees, around 40%, in recent restructuring, sources say

The keynote kicks off at 10 a.m. PT on Tuesday and will offer glimpses into the latest versions of Android, Wear OS and Android TV.

Google I/O 2024: Watch all of the AI, Android reveals

Google Play has a new discovery feature for apps, new ways to acquire users, updates to Play Points, and other enhancements to developer-facing tools.

Google Play preps a new full-screen app discovery feature and adds more developer tools

Soon, Android users will be able to drag and drop AI-generated images directly into their Gmail, Google Messages and other apps.

Gemini on Android becomes more capable and works with Gmail, Messages, YouTube and more

Veo can capture different visual and cinematic styles, including shots of landscapes and timelapses, and make edits and adjustments to already-generated footage.

Google Veo, a serious swing at AI-generated video, debuts at Google I/O 2024

In addition to the body of the emails themselves, the feature will also be able to analyze attachments, like PDFs.

Gemini comes to Gmail to summarize, draft emails, and more

The summaries are created based on Gemini’s analysis of insights from Google Maps’ community of more than 300 million contributors.

Google is bringing Gemini capabilities to Google Maps Platform

Google says that over 100,000 developers already tried the service.

Project IDX, Google’s next-gen IDE, is now in open beta

The system effectively listens for “conversation patterns commonly associated with scams” in-real time. 

Google will use Gemini to detect scams during calls

The standard Gemma models were only available in 2 billion and 7 billion parameter versions, making this quite a step up.

Google announces Gemma 2, a 27B-parameter version of its open model, launching in June

This is a great example of a company using generative AI to open its software to more users.

Google TalkBack will use Gemini to describe images for blind people

Google’s Circle to Search feature will now be able to solve more complex problems across psychics and math word problems. 

Circle to Search is now a better homework helper

People can now search using a video they upload combined with a text query to get an AI overview of the answers they need.

Google experiments with using video to search, thanks to Gemini AI

A search results page based on generative AI as its ranking mechanism will have wide-reaching consequences for online publishers.

Google will soon start using GenAI to organize some search results pages

Google has built a custom Gemini model for search to combine real-time information, Google’s ranking, long context and multimodal features.

Google is adding more AI to its search results

At its Google I/O developer conference, Google on Tuesday announced the next generation of its Tensor Processing Units (TPU) AI chips.

Google’s next-gen TPUs promise a 4.7x performance boost

Google is upgrading Gemini, its AI-powered chatbot, with features aimed at making the experience more ambient and contextually useful.

Google’s Gemini updates: How Project Astra is powering some of I/O’s big reveals

Veo can generate few-seconds-long 1080p video clips given a text prompt.

Google’s image-generating AI gets an upgrade

At Google I/O, Google announced upgrades to Gemini 1.5 Pro, including a bigger context window. .

Google’s generative AI can now analyze hours of video

The AI upgrade will make finding the right content more intuitive and less of a manual search process.

Google Photos introduces an AI search feature, Ask Photos

Apple released new data about anti-fraud measures related to its operation of the iOS App Store on Tuesday morning, trumpeting a claim that it stopped over $7 billion in “potentially…

Apple touts stopping $1.8B in App Store fraud last year in latest pitch to developers