AIR Platforms has raised a $6.1 million seed round, co-led by Work-Bench Ventures and Lerer Hippeau, as it builds an AI-powered credit intelligence platform to deliver continuous, bias-free credit ratings for both public and private companies. The New York-based company said its goal is to replace legacy credit ratings systems with autonomous, daily evaluations of corporate financial health.
AIR said it was built by industry veterans with backgrounds at Moody’s, DataRobot, Goldman Sachs, and Morgan Stanley. The company is targeting a market where private credit has grown to more than $2 trillion globally, and where risk assessment often relies on methodologies that are inherently periodic, subjective, and slow to adjust to new information.
The company said manual workflows and backward-looking frameworks can constrain traditional credit rating approaches, while quantitative models can become stale quickly after deployment. AIR said its platform uses advanced AI trained on decades of financial and alternative data to detect early warning signals and update ratings in real time, giving banks, asset managers, and investors a more transparent view of risk across portfolios that increasingly include private assets.
AIR pointed to a recent example it says demonstrates the platform’s practical value. When First Brands, an auto parts manufacturer, defaulted in September, AIR said one of its customers had already been alerted to credit deterioration. The company said it independently assigned a rating aligned with the lower end of speculative grade, comparable to a range between CCC and CC, before broader market recognition.
AIR said it is gaining traction with financial institutions managing more than $4 trillion in assets, including CLO managers, BDCs, banks, and pension funds. The company also said Fortune 500 enterprises, including regulatory bodies, are using its tools for early warning, sensitivity analysis, portfolio stress testing, compliance support, and modernization of internal credit infrastructure.
With the seed financing, AIR said it will continue investing in product development, talent, and strategic partnerships as it works to reshape how credit risk is measured and communicated in markets where private credit exposure is increasing and real-time monitoring is becoming more critical.
KEY QUOTES:
“Legacy credit rating approaches rely on manual methodologies that are slow and reactive, while quantitative models often become outdated the moment they go into production. You compound this with bias embedded in almost every framework, and you have the same conditions that led to the financial crisis, with flawed ratings, poor underwriting, and systemic blind spots. We built AIR to supercharge an analyst’s ability to not miss anything, the equivalent of an Iron Man suit that is always on, adaptive, and constantly learning. What we have developed is an intelligent framework that keeps getting better with every signal, allowing institutions to detect and understand credit risk in real time, not months later.”
Glenn Carvajal, Co-Founder and CEO, AIR
“From the beginning, we believed this team had what it takes to change an industry. They were on the front lines during the financial crisis, working within major financial institutions and ratings agencies that saw firsthand the challenges and breakdowns in credit assessment. They understand the root causes of credit failure and are proven experts in building real AI, not science projects, having helped scale a leading AI unicorn. The traction the AIR team is experiencing from leading financial institution customers has been extraordinary, and what they have accomplished since founding AIR is nothing short of unprecedented.”
Jonathan Lehr, Co-Founder and General Partner, Work-Bench Ventures
“AIR is tackling one of the most entrenched and least modernized corners of financial infrastructure. The existing credit rating system was built for another era, one where information moved slowly and opinions carried more weight than data. AIR flips that model on its head and gives credit and risk teams superpowers: continuous ratings, full transparency, and the ability to act before anyone else. It’s a complete rethinking of how institutional risk is measured, managed, and communicated. We’re thrilled to be co-leading this round and backing a team that’s redefining the future of credit.”
Andrea Hippeau, Partner, Lerer Hippeau
