Advertiser Disclosure

Many of the credit card offers that appear on this site are from credit card companies from which we may receive financial compensation when a customer clicks on a link, when an application is approved, or when an account is opened. This compensation may impact how and where products appear on this site (including, for example, the order in which they appear). However, the credit card information that we publish has been written and evaluated by experts who know these products inside out. We only recommend products we either use ourselves or endorse. This site does not include all credit card companies or all available credit card offers that are on the market. See our advertising policy here where we list advertisers that we work with, and how we make money. You can also review our credit card rating methodology.

Spectral Finance: The Company Building Programmable Creditworthiness

Jarrod West's image
Jarrod West
Jump to Section

We may be compensated when you click on a link, when an application is approved, or when an account is opened from one or more of our advertising partners. Terms apply to the offers below. See our Advertising Policy for more about our partners, how we make money, and our rating methodology. Opinions and recommendations are ours alone.

Readers of Upgraded Points typically have a traditional credit score, a number given to you between 300 and 850 from the 3 main credit bureaus (Equifax, Experian, and Transunion) that is used to determine your level of credit risk to financial institutions based on your previous payment history, your credit utilization, years of credit history, and more.

But with the growing adoption of cryptocurrencies and the use of DeFi (Decentralized Finance) protocols, Spectral Finance is developing infrastructure for assessing credit risk in a not-too-distant future where the majority of financial transactions might occur on-chain (as in on a blockchain).

Advertisement

What Is a MACRO Score?

Spectral’s solution for an on-chain credit score is a MACRO score, short for Multi-Asset Credit Risk Oracle, and would represent one’s credit standing in a world of decentralized finance.

Your MACRO score is calculated using many different pieces of on-chain transaction data. This data is then grouped into 5 categories: payment history, liquidation history, amounts owed and repaid, credit mix, and length of credit history.

Spectral Finance MACRO score
Screenshot from the forthcoming Spectral app. Image Credit: Spectral Finance

To provide some familiarity, your MACRO score will range from 300 to 850, just like your FICO score. Further, your on-chain transaction history is unique, and so is your MACRO score. While roughly based on the 5 categories mentioned above, for some individuals, calculating MACRO scores may involve some additional procedures depending on one’s transaction history.

Why Might This Be Useful?

If this is the first time you’re hearing about many of these topics, you might be wondering, “Why is any of this necessary?” There are 2 standout reasons.

Assessing Credit Risk for the Un-Banked and Under-Banked

Traditional credit models really only apply to people who are borrowers — i.e. those that use credit cards, have home and auto loans, etc. But how do you assess credit risk for non-borrowers, or even for the 1.7 billion people worldwide that are unbanked?

A goal of the decentralized finance movement is to provide more financial inclusion to those that have been left out of the legacy institution. As long as an un-banked person has internet access, they could provide on-chain data like their income/employment status, bill payments, and transaction history, which would allow Spectral to model a credit risk profile without needing a bank account or established credit lines.

Assessing Credit Risk in a Decentralized World

Decentralized finance is backed by open source applications, and allows all market participants to make financial transactions without requiring a central third party to oversee those transactions. Due to this, the world of lending and borrowing is much more fluid than traditional finance.

An individual might make multiple loans to multiple parties without a fixed repayment schedule, and without knowing exactly who is on the other end of the loan — sounds like a risky proposition right? This causes DeFi loans to be highly over-collateralized, often requiring collateral amounting to 3 to 4 times the loan amount, and also come with some large interest rates — a system that is both inefficient and only beneficial to those with enough capital to afford such loans.

Using Spectral’s MACRO score might allow lenders to make better decisions about who they lend money to by tying that risk to a user’s open and verifiable on-chain activity.

Advertisement

Final Thoughts

One thing is for certain, if the world is to transition towards decentralized finance, having the ability to assess credit risk through programmable creditworthiness certainly makes sense. In fact, many people must feel similarly as Spectral recently raised $6.75 million in funding from the likes of Galaxy Digital, Polychain Capital, Social Capital, and more. Only time will tell whether or not what Spectral is building could become a game-changer for creditworthiness.

Jarrod West's image

About Jarrod West

Boasting a portfolio of over 20 cards, Jarrod has been an expert in the points and miles space for over 8 years. He earns and redeems over 1 million points per year, and his work has been featured in outlets like The New York Times.

INSIDERS ONLY: UP PULSE

Deluxe Travel Provided by UP Pulse

Get the latest travel tips, crucial news, flight & hotel deal alerts...

Plus — expert strategies to maximize your points & miles by joining our (free) newsletter.

We respect your privacy. This site is protected by reCAPTCHA. Google's privacy policy  and terms of service  apply.

Deluxe Travel Provided by UP Pulse

We Recommend

Platinum Card® from American Express

  • You may be eligible for as high as 175,000 Membership Rewards® points after you spend $8,000 in eligible purchases on your new Card in your first 6 months of Card Membership. Welcome offers vary and you may not be eligible for an offer. Apply to know if you’re approved and find out your exact welcome offer amount – all with no credit score impact. If you’re approved and choose to accept the Card, your score may be impacted.
  • Get more for your travels with 5X Membership Rewards® points on all flights and prepaid hotel bookings through American Express Travel®, including Fine Hotels + Resorts® and The Hotel Collection bookings. You earn 5X points on flights purchased directly from airlines or through American Express Travel® on up to $500,000 on these purchases per calendar year.
Show more
  • More Value! With over 1,550 airport lounges - more than any other credit card company on the market* - enjoy the benefits of the Global Lounge Collection®, over $850 of annual value, with access to Centurion Lounges, 10 complimentary Delta Sky Club® visits when flying on an eligible Delta flight (subject to visit limitations), Priority Pass Select membership (enrollment required), and other select partner lounges. * As of 07/2025.
  • More Value! $200 Uber Cash + $120 Uber One Credit: With the Platinum Card® you can receive $15 in Uber Cash each month plus a bonus $20 in December when you add your Platinum Card® to your Uber account to use on rides and orders in the U.S when you select an Amex Card for your transaction. Plus, when you use the Platinum Card® to pay for an auto-renewing Uber One membership, you can get up to $120 in statement credits each calendar year. Terms apply.
  • More Value! $300 Digital Entertainment Credit: Get up to $25 in statement credits each month after you pay for eligible purchases with the Platinum Card® at participating partners. Enrollment required.
  • More Value! $600 Hotel Credit: Get up to $300 in statement credits semi-annually on prepaid Fine Hotels + Resorts® or The Hotel Collection* bookings through American Express Travel® using the Platinum Card®. *The Hotel Collection requires a minimum two-night stay.
  • New! $400 Resy Credit + Platinum Nights by Resy: When you use the Platinum Card® to pay at U.S. Resy restaurants and to make other eligible purchases through Resy, you can get up to $100 in statement credits each quarter with the $400 Resy Credit benefit. Plus, with Platinum Nights by Resy, you can get special access to reservations on select nights at participating in demand Resy restaurants with the Platinum Card®. Simply add your eligible Card to your Resy profile to book and discover Platinum Nights reservations near you, enrollment required.
  • More Value! $209 CLEAR® Plus Credit: CLEAR® Plus helps get you to your gate faster by using unique facial attributes to verify you are you at 50+ airports nationwide. You can cover the cost of a CLEAR Plus Membership* with up to $209 in statement credits per calendar year after you pay for CLEAR Plus with the Platinum Card®. *Excluding any applicable taxes and fees. Subject to auto-renewal.
  • $200 Airline Fee Credit: Select one qualifying airline and then receive up to $200 in statement credits per calendar year when incidental fees, such as checked bags and in-flight refreshments, are charged by the airline to the Platinum Card® Account*. American Express relies on airlines to submit the correct information on airline transactions to identify incidental fee purchases. If you do not see a credit for a qualifying incidental purchase on your eligible Card after 8 weeks, simply call the number on the back of your Card. Qualifying airlines are subject to change. See terms & conditions for more details.
  • Start your vacation sooner, and keep it going longer. When you book Fine Hotels + Resorts® through American Express Travel®, enjoy noon check-in upon arrival, when available, and guaranteed 4PM check-out.
  • New! $300 lululemon Credit: Enjoy up to $75 in statement credits each quarter when you use the Platinum Card® for eligible purchases at U.S. lululemon retail stores (excluding outlets) and lululemon.com. That’s up to $300 in statement credits each calendar year. Enrollment required.
  • $155 Walmart+ Credit: Receive a statement credit* for one monthly Walmart+ membership (subject to auto-renewal) after you pay for Walmart+ each month with the Platinum Card®.*Up to $12.95 plus applicable local sales tax. Plus Ups not eligible.
  • $100 Saks Credit: Get up to $100 in statement credits annually for purchases at Saks Fifth Avenue or saks.com on the Platinum Card®. That’s up to $50 in statement credits from January through June and up to $50 in statement credits from July through December. No minimum purchase required. Enrollment required.
  • Whenever you need us, we're here. Our Member Services team will ensure you are taken care of. From lost Card replacement to statement questions, we are available to help 24/7.
  • $895 annual fee.
  • Terms Apply.
DMCA.com Protection Status