28.7 C
New York
Saturday, May 17, 2025

Dispelling 5 myths and misconceptions about information monetization


Data growth representation

Eugene Mymrin/Getty Photos

We’re always informed information is probably the most worthwhile asset in our digital economic system. But within the worlds of accounting and insurance coverage, information is not a proper asset on the books. It’s not an object with tangible worth, equivalent to a server or a constructing.

That standing feels uncommon as individuals and corporations purchase and promote information merchandise, and there is a hyper-reliance on data-driven capabilities, equivalent to synthetic intelligence (AI) and superior analytics. Know-how and enterprise professionals should deal with information as an indispensable and tangible asset of various worth, even when it is not on the books.

Additionally: Need to turn into a profitable information skilled? Do these 5 issues

“Why is it that an intangible asset like information is just not within the firm’s steadiness sheet — a press release of the belongings, liabilities, and capital of a enterprise at a selected time limit?” wrote Prashanth Southekal, managing principal of DBP-Institute in a submit at CFO.College.

Southekal mentioned that figuring out the honest market worth of information is a problem. Organizations “wrestle to place a greenback determine each on the price of information administration within the information lifecycle — from origination to consumption — and the advantages that information brings to the group.” Different elements embody unsure depreciation and compliance questions. 

As information belongings are off the books, insurance coverage corporations do not take into account them “property” for which enterprises might be compensated, mentioned Doug Laney, innovation fellow at West Monroe, former Gartner analyst, and writer of Infonomics and Information Juice.

Additionally: Need to be an information scientist? Do these 4 issues, in response to enterprise leaders

Valuing information belongings as property has been introduced earlier than courts for many years, Laney defined in a latest keynote deal with at Information Summit in Boston. “The courts are confused,” he mentioned. “Some courts have guidelines that information needs to be thought of property, as a result of they’re represented by bubbles on an optical disk, different courts have mentioned that information should not be acknowledged as property, as a result of electrons have negligible mass.”

The worth of information in accounting relies on guidelines formulated within the Thirties, when information was saved on tangible items of paper. Insurers “will not be going to acknowledge information as a mass as a result of there’s nothing concerning the worth of your information on our steadiness sheets. Principally, the keepers of what constitutes property and what constitutes an asset doubled down on their antiquated notions that information is neither.”

With fashionable organizations operating on information — and drawing revenue from information and dropping revenue if information is destroyed or stolen — these perceptions would possibly change. Laney mentioned corporations are even collateralizing information belongings to again up monetary offers. 

“More and more, corporations which are information wealthy and money poor are discovering they’ll get loans for his or her information belongings,” Laney mentioned. “An organization that we partnered with has a fund that can concern that mortgage and has a valuation mannequin that can set up the extent of collateral. They’ve expertise that can sit in your programs and really escrow the info every day right into a safe cloud atmosphere.”

Additionally: 5 methods CIOs can handle the enterprise demand for generative AI

Laney mentioned the flexibility to achieve the complete potential from information tends to be held again by a number of myths or misconceptions. Listed below are some onerous truths about information monetization:

  • Information monetization is not simply overtly promoting database data – Relatively, it is an method that addresses how information is managed, measured, and used to ship new sources of worth and income.  
  • Information is not the “new oil” – Not like oil, which is a commodity merchandise that’s “consumed a drop at a time, information may be very completely different, a non-rivalrous, non-depleting, and pro-generative asset — that means it may be used concurrently and constantly in a number of methods,” Laney mentioned.
  • Latent information is a primary candidate for monetization – Laney mentioned information that appears outdated or spent should have worth.   
  • Information monetization goes by completely different names – Organizations could check with the method as “information enablement or information commercialization or information product improvement, no matter’s comfy,” mentioned Laney. 
  • Exterior information might be monetized – “You’ll be able to monetize information that comes from exterior sources as properly,” Laney mentioned. “We needs to be exterior information to complement our personal and generate extra worth.”

The onus is now on professionals and managers who deal with and retailer information to grasp the brand new dynamics information monetization provides to their jobs. “It needs to be an ongoing or periodic course of,” Laney mentioned. 

“Managing and measuring information belongings go collectively,” Laney mentioned. “They are saying you’ll be able to’t handle what you’ll be able to’t measure, and you’ll’t monetize what you are not managing. We’re all doing quite a bit with digital information, however organizations will not be measuring the influence of that. We’re not connecting the dots between the info that we use, and the outcomes — enhanced enterprise course of and efficiency. Simply as with every different asset that your group has.”

Additionally: The true-time revolution is right here, however it’s inconsistently distributed

Executives should advance information monetization efforts, from working with the enterprise to producing and prioritizing concepts. Testing these concepts additionally must be a part of the method. Lastly, gross sales and advertising and marketing groups have to be informed concerning the worth of information belongings. Laney mentioned there are two flavors of information monetization, oblique and direct:

Oblique information monetization:

  • Enhancing course of efficiency or effectiveness
  • Lowering threat/enhancing compliance
  • Creating new merchandise or markets
  • Constructing and solidifying accomplice relationships
  • Assetizing information on the steadiness sheet by way of particular company buildings
  • Publishing branded indices to advertise information merchandise/companies

Direct information monetization:

  • Bartering/buying and selling with information for non-cash industrial concerns
  • Enhancing services or products with information
  • Licensing uncooked information by way of brokers or information markets
  • Promoting insights, evaluation, and studies
  • Inverted information monetization by way of referral/reseller preparations
  • Collateralizing information to safe loans

For anybody who doubts the advantages of leveraging information belongings, have a look at the valuations of data-driven corporations. “Corporations which have enterprise information governance packages, chief information analytics, and AI officers, superior AI and analytics packages are favored by two to at least one over the others,” Laney defined.

“And firms which are information merchandise corporations, that make a dwelling promoting information or licensing information or information derivatives of some form, have market-to-book values which are thrice larger. After all, they’re making extra worth from an asset that’s not on the books.”

Disclosure: I used to be a speaker at Information Summit, an occasion talked about on this article.



Related Articles

LEAVE A REPLY

Please enter your comment!
Please enter your name here

Latest Articles