We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
    How an Online MBA in Marketing Connects AI and Data Analytics
    11 Min Read
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: The Economic Logic Behind Tech and Talent Acquisitions
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Mining > The Economic Logic Behind Tech and Talent Acquisitions
Business IntelligenceData ManagementData MiningIT

The Economic Logic Behind Tech and Talent Acquisitions

ChrisDixon
ChrisDixon
3 Min Read
The Economic Logic Behind Tech and Talent Acquisitions
Illustration generated with FLUX.2 [Klein 9B] via local ComfyUI.
SHARE

There’s been a lot of speculation lately about why big companies spend millions of dollars acquiring startups for their technology or talent. The answer lies in the economic logic that big companies use to make major project decisions.

Here is a really simplified example. Suppose you are a large company generating $1B in revenue, and you have a market cap of $5B. You want to build an important new product that your CTO estimates will increase your revenue 10%. At a 5-1 price-to-revenue ratio, a 10% boost in revenue means a $500M boost in market cap. So you are willing to spend something less than $500M to have that product.

You have two options: build or buy. Build means 1) recruiting a team and 2) building the product. There is a risk you’ll have significant delays or outright failure at either stage. You therefore need to estimate the cost of delay (delaying the 10% increase in revenue) and failure. Acquiring a relevant team takes away the recruiting risk. Acquiring a startup with the product (and team) takes away both stages of risk. Generally, if you assume 0% chance of failure or delay, building internally will be cheaper. But in real life the likelihood of delay or failure is much higher.

Suppose you could build the product for $50M with a 50% chance of significant delays or failure. Then the upper bound of what you’d rationally pay to acquire would be $100M.  That doesn’t mean you have to pay $100M. If there are multiple startups with sufficient product/talent you might be able to get a bargain. It all comes down to supply (number of relevant startups) and demand (number of interested acquirers).

More Read

4 Ways to Prevent Dirty Data From Spoiling Analytics
4 Ways to Prevent Dirty Data From Spoiling Analytics
When the Right People Correlate the Right Information, Expect a Masterpiece
Big Data and AI Are Helping the Aviation Industry Reach New Heights
Who knows what happiness lurks in the hearts of men? Facebook knows.
Here’s Why Python Is The Top Programming Language For Big Data

Every big company does calculations like these (albeit much more sophisticated ones). This is a part of what M&A/Corp Dev groups do. If you want to sell your company – or simply understand acquisitions you read about in the press – it is important to understand how they think about these calculations.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article links specialist ecommerce SEO agency evaluation to joined-up organic and paid search da
Choosing an Ecommerce SEO Agency When Search Data Drives the Decision
Big Data Exclusive
Flat editorial illustration: The article’s core relationship is that restoring a refrigeration system does not establish trustwor
After the Cyberattack, Can You Trust the Machine?
Artificial Intelligence News
Flat editorial illustration: A technology-editorial comparison of disconnected origination, servicing, and collections records dr
The Data Reconciliation Problem Inside Disconnected Lending Systems
Big Data Exclusive Fintech
Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
How an Online MBA in Marketing Connects AI and Data Analytics
Analytics Artificial Intelligence Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Generative AI
Artificial IntelligenceExclusive

Generative AI: Unlocking New Revenue Streams for Your Business

21 Min Read
Learn from Carnegie Mellon’s School of Data Management Hard Knocks
AnalyticsData ManagementData QualityInside CompaniesRisk Management

Learn from Carnegie Mellon’s School of Data Management Hard Knocks

3 Min Read
Top 10 Excuses to Avoid Business Rules: #2 Business users don’t want it.
Business Rules

Top 10 Excuses to Avoid Business Rules: #2 Business users don’t want it.

5 Min Read
Finding the Right Sponsor for Your Big Data Project
Best PracticesBig DataBusiness IntelligenceBusiness RulesCulture/LeadershipData ManagementInside CompaniesITJobsPolicy and GovernanceSoftware

Finding the Right Sponsor for Your Big Data Project

8 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

How To Get An Award Winning Giveaway Bot
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive
AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?