Slope has been recognized by OpenAI with a Tokens of Appreciation award for surpassing 10 billion tokens processed through its API.

The milestone reflects the real-world scale of our AI credit underwriting infrastructure. Tens of millions of business transactions analyzed, thousands of underwriting decisions automated, and billions of data points powering fairer access to capital.

Slope is among the first companies to be featured in OpenAI’s Token Milestones list, which features just 141 companies that have reached the 10+ billion token milestone. 

The Scale of 10 Billion Tokens

OpenAI’s milestone program celebrates companies that have moved into true production-scale AI, and we’re proud to have passed the 10 billion-token milestone.

To put that market in perspective:

• That’s roughly 12 million pages of text processed, or the equivalent of reading every article ever published on Wikipedia, twice.
  
• At Slope, tens of millions of transactions parsed and categorized, each one analyzed and translated into financial insight.
  
• And if a human tried to review those manually—one transaction per second—it would take 95 years of continuous work.

Where Slope Fits Among Global Leaders

OpenAI’s first wave of Tokens of Appreciation awards recognized just 141 organizations worldwide, out of millions of developers building with its API.

The list includes some of the most recognized names in the world: Netflix, LinkedIn, Instacart, AWS, Duolingo, Shopify, Salesforce, and Canva, among others. Most are large consumer or enterprise platforms with millions of users and deep engineering teams dedicated to AI.

For Slope, joining that group means something different. We don’t operate at consumer scale. We apply AI to bank transactions to understand how money moves through businesses, transforming raw transaction data into real-time underwriting intelligence.

Our inclusion alongside global AI leaders underscores that a lean fintech can stand shoulder to shoulder with some of the world’s largest technology companies when its product delivers genuine, repeatable value.

Powered by Slope TransFormer

At the core of this achievement is Slope TransFormer, the first large language model trained to understand the language of banks.

By learning from billions of real financial records, TransFormer can:

• Accurately categorize transactions with 99% accuracy
  
• Detect early risk signals and behavioral patterns
  
• Power cash-flow underwriting for businesses that traditional credit models overlook

In other words, our AI is doing the hard work of translating raw bank data into structured, trustworthy credit intelligence.

AI at Work in Financial Infrastructure

Most fintechs are still experimenting with LLMs. Testing prototypes, refining copilots, or layering AI features onto legacy systems. But processing billions of tokens shows our technology has crossed into production infrastructure at massive scale.

Slope’s AI is deeply integrated into our products, powering underwriting, risk assessment, and embedded financing flows in production every day. That depth of integration is what enables us to reach this level of usage safely and efficiently.

For Slope, that milestone sits at the intersection of engineering excellence and industry trust:

• Our models analyze real, regulated financial data under strict compliance.
  
• Our infrastructure supports lenders and marketplaces underwriting billions in financing.
  
• Our systems operate at a level of maturity that proves AI can be foundational in credit and payments, not just a feature.

This award is recognition that AI is now a core part of how modern finance operates, and Slope is leading that shift.

AI Credit Infrastructure You Can Trust

The OpenAI Token Award marks a point of scale, but more importantly, it validates that Slope’s models are operating in production at enterprise depth.

In a crowded fintech landscape, OpenAI’s recognition differentiates Slope as one of the few companies actually operating AI at scale, not just talking about it. It validates the work our team has done to turn AI from a buzzword into infrastructure that businesses and banks can trust.