Technology & Cyber Strategy for the Mergers & Acquisitions Industry

  Mergers & Acquisitions Put a Bullseye on Companies  M&A transactions are a prime target for cybercri me .  While executives might think of cyber threats as long-term planned attacks, the truth is hackers become active as soon as a deal is announced, and then start probing for weaknesses. This is because during any complex merger, acquisition, separation or divestiture an immense amount of activity occurs with systems changing, data migrating, and employees/contractors moving between the target companies. This shift in firm governance and risk management is often referred to as “the fog of war” and it is what hackers use to infiltrate. The period from announcement to transaction completion creates heightened risk due to: Increased network activity:  Employees from both companies ramp up activity, potentially exposing vulnerabilities. Sophisticated attacks:  Hackers use advanced techniques like deepfakes to steal confidential informati...

It is hard to deny the adaptability that AI has provided cybersecurity intruders as a number of high profile crimes has occurred with multipronged attacks across the tech stack as well as towards human employees. The biggest AI-driven cyberattacks in 2025 include AI-powered phishing and social engineering, sophisticated malware that can adapt in real-time, and the use of deepfakes for impersonation. Other major threats involve AI being used for large-scale disinformation campaigns and the creation of malware that can automatically evade detection.  Major attacks and incidents reported in 2025 include: The Arup Deepfake Fraud: In a truly surprising incident reported in August, cybercriminals used AI-generated deepfakes of senior executives in a video call to convince a finance employee at British engineering firm Arup to transfer $25 million. The British multinational design and engineering company behind world-famous buildings such as the Sydney Opera House fell prey to this malic...

I recently came across a quote regarding AI in the professional world and the sentiment was basically this: Rather than being replaced by AI, a person is more likely to be replaced by a peer that is able to use AI to perform their job more efficiently. Generative Artificial Intelligence (GenAI) is rapidly being adopted in Mergers and Acquisitions (M&A) workflows, with a majority of organizations having moved past the experimentation phase and into execution . A recent Big Four study, based on a survey of 1,000 senior corporate and private equity (PE) M&A leaders, highlights the speed of adoption and the challenges that remain. Key Adoption Facts and Figures High Integration Rate: 86% of responding organizations have integrated GenAI into their M&A workflows . Of those, 65% did so within the past year. Significant Investment: 83% of GenAI adopters have invested $1 million or more in the technology specifically for their M&A t...

In the fast-paced world of mergers and acquisitions (M&A), cybersecurity stands as a crucial pillar ensuring the integrity and success of deals. Recent events, such as the Azure CrowdStrike outage, highlight the critical need for robust cybersecurity strategies throughout the M&A process. This article explores the implications of such incidents and offers insights into enhancing cybersecurity frameworks to mitigate risks effectively. Understanding the Azure CrowdStrike Outage In [month, year], a significant outage impacted Azure's services, affecting operations for numerous businesses globally. Of particular concern was the disruption to CrowdStrike's cybersecurity services, which many organizations rely on for threat detection and response. This incident underscored vulnerabilities in cloud infrastructure and the interconnectedness of services, illustrating the potential ripple effects across industries. Cybersecurity Risks in Mergers and Acquisitions During M&A tr...

AI is at the forefront of most organizations strategy these days as it offers efficiency, high ROI, and it automates a majority of tasks in any company. One area in which it is a key asset is within the Mergers & Acquisitions space as it enables private equity and corporate players a plethora of options the assist the overall process. The following is an overview of how Generative AI can impact the M&A industry: Deal Identification Finely tuned AI algorithms can parse huge tracts of raw data and disseminate the best possible investments targets with quantifiable accuracy Combining multiple methodologies into a focused AI engine allows for the best of disparate approaches Streamlining Due Diligence Automation of data points, quantitative analysis, and human qualitative input make the process more efficient Machine Learning (ML) allows for aggregation of compliance, ESG, and regulatory risks to be addressed in a centralized and tracked capacity Smoothing Post-deal Integration/Sep...

Technology Risk Management Primer for Portfolio Companies ( Part 1) Private equity and venture capital firms often face the threat of risk within  their portfolio companies, but are not always certain of their portfolio firm’s  competency in this area. Risk Management within Information Technology is  especially critical as it affects all operations as well as the eventual valuation  of the portfolio investment. CSC, Inc. specializes in helping investment firms  make the best technology decisions for their portfolio company’s technology  needs. This article serves as a primer for PE & VC firms who must ensure that their  investments are secure and may need to proactively engage the IT  management of their portfolio company. This primer can act as a template  for those IT managers that are tasked with developing an IT risk  management plan and who need guidelines for the process. It will also  provide examples of how t...

Tech Venture Capital firms are tasked with sourcing the best companies with the most competitive technologies; however, they face the challenge of confirming the viability of their technology investment. VCs need to focus on verification of the target company’s proprietary platform as well as its infrastructure to ensure success. A good overview for understanding the technical due diligence needs is covering both Software / Hardware appraisal of all proprietary technologies is provided: Software code and language review including Web 2.0 platforms Scalability & compatibility assessment Competitive landscaping in direct sector Identification of risks and potential costs within target firm to reduce post-closing surprise expenses Existing technology infrastructure and operations evaluation to determine “IT health” of business-technology alignment Overall, it is critical to remember that the underlying infrastructure a firm uses to implement its key strategy will define how successful...

Let's face the obvious. VCs plain love SaaS! What's not to like? SaaS (Software as a Service) architecture has gained tremendous momentum in the software world as it is the evolution of the ASP model allowing a software delivery without the need for any local data or software installation. Any browser with a robust Internet connection is able to access the software and the clients are billed via a subscription model, hence the service part. No ownership, no installation, no maintenance. I recently vetted a SaaS company for a VC client of mine and the SaaS model & revenue model made an extremely compelling business case. For VCs looking to invest in companies with a scalable business model this is an ideal revenue structure as it generally involves a fixed cost of initial development and infrastructure then they can scale up for countless clients who also subscribe to their software. This is great but there is more to it as the architecture for SaaS comes in two bas...

No one who has ever worked in a corporate environment, much less been to business school, has ever avoided dealing with the infamous SWOT Analysis. SWOTs are meant to summarize the strategic positioning of a company and explain where they are and what steps they should take to be more effectual. In actuality, they are a very effective high-level tool for examining any company. I incorporated the SWOT technique into my own surveys of companies and created the T-SWOT or Technical SWOT analysis. The idea here is to easily and effectively explain to my VC clients what are the Technology-based positioning a company has. Each SWOT axis can be converted to technology standards and examines the tech functions of a company in a granular fashion. SWOT in an IT Context: Strengths - technical strengths in platform, infrastructure and management Weaknesses - who a firms software design and platform may weaken them and what they should do Opportunities - in the te...

New Collaborative Technologies Not-All-That-New The messaging industry is highly fragmented but includes very sizable markets such as Email Security (projected at $6.7Bn by 2013, E-mail Security Market, 2009-2013, The Radicati Group, 2009 ) & Instant Messaging (forecasted at over $12Bn by 2013, Mobile Messaging Futures 2009-2013, Telecoms Market Research, 2008 ). A new, possibly disruptive, class of messaging platform is emerging and many are wondering how it might affect the market size from an investment standpoint. These platforms are known as collaborative messaging which are cross-breed of email, IMing and real time interaction with others, the poster-child being Google Wave.  The advent of collaborative technologies has given new dimensions to real-time productivity and communications for users worldwide. This segment of technology includes platforms like Etherpad, Shareflow, Microsoft SharePoint & Google Wave which allow multiple levels of interaction on a rea...

Private equity and venture capital firms often face the threat of risk within their portfolio companies, but are not always certain of their portfolio firm’s competency in this area. Risk Management within Information Technology is especially critical as it affects all operations and the eventual value of a portfolio company. CSC, Inc . specializes in helping investment firms make the best technology decisions for their portfolio company’s technology needs. This article serves as a primer for PE & VC firms who must ensure that their investments are secure and may need to proactively engage the IT management of their portfolio company. This primer can act as a template for those IT managers that are tasked with developing an IT risk management plan and who need guidelines for the process. It will also provide examples of how to implement each step and a validation structure for the investment firm to follow the process. The pervasive nature of technology has increasingly...

Looking towards the future is an inevitable aspect of VC technology investing,and while we all dislike catch phrases or "trends-dujour", it is critical to understand the implications of the next looming step in Web evolution ( download this primer here ). Problem : The Internet is currently a jumble of data categorized for people BUT searched by computers . Solution : Create a system that allows computers to understand the meaning of the data the way people understand language like using words to form a sentence. Web 3.0 is the unification of disparate data systems thru standardization making the Internet intuitive for people and computers alike, hence, the "Semantic Web" which emphasizes the real meaning of data on the Internet. The goal is to treat data objects like ideas and real language thereby achieving the real meaning of the "information age". Here are the highlights of the direction of Web 3.0 and what it will mean to any V...

Another area of concern is the lack of appropriate tax incentive policy crucial to encouraging new business investment. Most Chinese based VC type firms pay exorbitant tax rates which discourages their operation thereby limiting new business investment.             The China economy is structured differently in many ways and they currently do not have the equivalent of a US NASDAQ system. VC backed firms must meet strict requirements in order to function on the current local stock market. Further, there is no way for institutional investors to trade shares in the existing public markets in China .   A domestic exit option for venture-funded companies does not exist which poses a critically difficult challenge for investment vehicles.             On a less technical note there are cultural differences to be acknowledged as well as accepted norms that are established...

Venture Capital Potential in the Middle Kingdom While the economic possibilities and promises of China often seem limitless according to the media many serious Western investors also share this unbridled optimism. One area in particular, venture capital, has demonstrated a commitment to bringing the potential of China based investments to fruition. This attempt to tap the benefits of bridging the East and West via a digital silk road is more complex than is generally portrayed by the eager media. China still remains a unique and sometimes implacable culture that offers many obstacles to the over-eager Western investor seeking to extract her resources. To understand the reality of the situation an assessment of current VC trends along with the investment trends and opportunities in China must be performed. Then an understanding of the dynamics of foreign investment in China along with the issues of intellectual property must be gained. Finally, there is the exit strategy dilemma fro...

Venture Capital Investment Summary for Q1 + Q2 2009, the stats so far: 2009 funds invested increased overall, but currently at pre-DotCom levels Total of $7 billion in first half of 2009 in over 1200 deals Spike in Seed & Early Stage Investments Highest percentage from Life Science Investment CleanTech still strong and growing stronger spurred by political and social impetus International investing on the rise as Globalism lessens geographic disparity Sources: PwC/NVCA MoneyTree™ Report based on data from Thomson Reuters Deloitte: Global Trends in Venture Capital 2009 Global Report

Facebook has the greatest blessing and curse of a Web 2.0 company - a skyrocketing and captured community of eyeballs but no strategy to monetize it. While there is no clear answer, I strongly believe there are some critical signposts that might lead us in the right direction to understand how Facebook can monetize its constituency. It took Google several years of providing a revolutionary search service and gaining a monumental following before it created AdWords which resulted in $10Bn per year revenue. Facebook has been striving for a similarly suitable model but has been wasting time with traditional banner ads that undermine its next-gen potential, until now . The next evolutionary step of a more dynamic ad-based system known at Engagement Ads ( engagement marketing ) is a unique convergence of social networking, advertising & market research. The purpose of these ads is to use video, polls and other interactive media to direct visitors to a specific Facebook Page. The ...

No doubt, it is a hot, hot market and apparently somewhat recession proof. Video Games and, by extension, Virtual Entertainment(basically a game but based on a paradigm of experience rather than score/achievement) are a huge market with a worldwide projected value of $47Bn by 2010 under a CAGR of 14%(PwC, 2008). Great potential and a huge area for VCs to invest in. In 2008, funding alone for games & virtual worlds reached almost $1Bn from Venture & Angel sources which went into a approximately 110 firms(VentureBeat, April 26th 2009). With that in mind, it is a good market for any VC to be aware of so here are some thoughts about innovations that might make for good investments: Mobile Gaming / Wireless - not wireless game controllers, but actual wireless/mobile game versions that can be ported over to PDA/Cell device so that people can continue to play while on the subway or training to work or breaking for lunch. Packet or "chapter" technology that can allow for peo...