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
    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
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Will Pay-Per-Use Pricing Become the Norm?
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > IT > Cloud Computing > Will Pay-Per-Use Pricing Become the Norm?
AnalyticsCloud ComputingPrivacy

Will Pay-Per-Use Pricing Become the Norm?

paulbarsch
paulbarsch
4 Min Read
Will Pay-Per-Use Pricing Become the Norm?
Illustration generated with FLUX.2 [klein 4B] via Cloudflare Workers AI.
SHARE

CIOs across the globe have embraced cloud computing for myriad reasons; however a key argument is cost savings. If a typical corporate server is utilized anywhere from 5-10% over the life of the asset, then it’s fair to argue the CIO paid ~10x too much for that asset (assuming full utilization). Thus a CIO then has two choices – embark on a server consolidation project—or use cloud computing models to access processing power and/or storage, when needed, on a metered basis. Cloud computing isn’t the only place where utility based pricing is taking off. An article in the Financial Times shows how the use of “Big Data” in terms of volume, variability and velocity, is stoking a revolution in real-time, pay-per-use pricing models. The FT article cites Progressive Insurance as an example. With the simple installation of a device that can measure driver speed, braking, location and other data points, Progressive can gather multiple data streams and compute a usage based pricing model for drivers that want to reduce premiums. For example, rates may vary depending on how hard a customer brakes, how “heavy they are on the accelerator”, or how many miles they drive. The installed device works wirelessly to stream automobile data back to Progressive’s corporate headquarters, where billing computations take place in near real time. Of course, the driver must be willing to embark upon such a pricing endeavor, and possibly lose some privacy freedoms, however this is often a small price to pay for the benefit of a pricing model that correlates safer driving habits with a lower insurance premium. And this is just the tip of the iceberg. Going a step further to true utility based pricing, captured automobile data points also make it possible to create innovative pricing models based on other risk factors. For example, if an insurance company decides it is riskier to drive to certain locales, or from 2am-5am, they can attach a “premium price” to those decisions, thus letting a driver choose their insurance rate. Even more futuristic, it might be possible to be charged more or less based on discovery of how many passengers are driving with you! Whether it is utility based pricing of electricity based on time of day, cloud computing, or even pay as you go insurance, with the explosion of “big data” and other technologies, it’s already possible to stream and collect various data, calculate a price and then bill a customer in a matter of minutes. The key consideration will be consumer acceptance of such pricing models (considering various privacy tradeoffs) and adoption rates. If the million “data collection” devices Progressive has installed are any indication, much less the general acceptance of utility priced cloud computing models, it appears we’ve embarked upon a journey in which it’s far too late to go back home.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article examines AI agents that escalate from legitimate data retrieval to attempted intrusions
OpenAI’s Government Website Incidents Raise a Hard Question for AI Agents: When Should They Stop?
Artificial Intelligence News Security
Flat editorial illustration: The article's core relationship is the alignment between customer behavioral data (visit frequency,
Data-Driven Loyalty: How Restaurants Use Behavioral Analytics to Optimize Revenue
Exclusive
Flat editorial illustration: The article's core relationship is that reliable eCommerce attribution depends on a unified, well-st
How eCommerce Data Teams Can Build Attribution That Holds Up
Big Data Exclusive
Flat editorial illustration: The article's core relationship is the contrast between fragmented inherited data infrastructure (wh
Data Stack Consolidation as a Data Quality and Governance Strategy for Mid-Market Teams
Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Data stream splits into on-prem, colocation and cloud paths with HDD and SSD media layers showing capacity latency cost trade-offs.
Data Management

Big Data Cloud Storage: Five Solutions and Enterprise Architecture Choices

16 Min Read
Living Without a Trace of Big Data
Big DataPrivacy

Living Without a Trace of Big Data

10 Min Read
How Is Knowing the Business Important to Data Science?
Modeling

How Is Knowing the Business Important to Data Science?

7 Min Read
Interview: Jon Peck SPSS
Data MiningPredictive Analytics

Interview: Jon Peck SPSS

12 Min Read

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

Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive

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?