Singapore, Singapore, January 27th, 2026,
Under the partnership, Qiro will act as a strategic underwriting and risk-monitoring partner to Huma, providing institutional-grade credit assessment, structuring, and monitoring infrastructure to support payment financing use cases deployed through Huma’s PayFi network. Together, the teams are targeting the underwriting of up to $250 million in real-world credit assets over the next 12-15 months, subject to borrower quality, risk approvals, and market conditions.
Capital Formation to Credit Intelligence
DeFi has demonstrated efficiency in capital formation, but this has not historically translated into a significant increase in tokenized private credit due to structural constraints.
Three core challenges are present.
Credit decision-making Risk scenario modeling Continuous monitoring after deal finalizationTraditional risk models are opaque and limit the scale of onchain credit platforms, hence creating a huge void with participants having no ability or capacity to assess underlying credit risk or liquidity conditions to determine the health of the deal cycle on an ongoing basis beyond the manual reports provided by asset originators.
Qiro Was Built to Address This Intelligence and Transparency Gap
Enterprise-grade underwriting infrastructure, off-chain data streams, liquidity modeling, and private-credit-style risk frameworks into onchain markets, Qiro enables permissionless lending to move beyond simplistic rules and into disciplined, data-driven, continuous decisions.
This capability is now being leveraged by Huma Finance as it expands into the rapidly shifting trade finance world, driven by new trade regimes and the growing use of stablecoins in enterprise cross-border payments..
Qiro as the Underwriting Intelligence Layer for Huma
Under the partnership, Qiro’s underwriting platform serves as a decision-making and continuous underwriting platform within Huma’s credit workflows. Rather than focusing solely on execution or liquidity, the collaboration emphasizes making the most informed credit decisions and ensuring performance throughout the whole lifecycle of capital.
Qiro supports Huma across:
Borrower-level credit assessment using off-chain financial, operational, and behavioral data Risk and liquidity structuring aligned with institutional standards Ongoing monitoring of key risk factors to support portfolio health over timeThis allows Huma to scale PayFi infrastructure confidently..
Reaching Onchain Credit’s Horizon, Responsibly
As part of the collaboration, Qiro and Huma are working toward underwriting up to $250 million in real-world credit assets over the next 12-15 months, spanning payment-linked financing and trade financing-related use cases.
Importantly, this target reflects underwriting capacity and strategic intent.
Huma has set an extremely high bar by financing more than $4.5B in stablecoin credit with $0 in default to date. All credit is subject to Huma and Qiro’s independent risk assessments, ensuring that scale is achieved without compromising standards.
This approach goes beyond how private credit operates in traditional markets - setting a new standard better suited for internet capital markets, one where scale is matched with efficient risk management.
Partnership Roadmap and Application
The partnership is already being applied across live real-world lending contexts, demonstrating how professional underwriting and continuous risk assessments can be integrated into permissionless systems.
Looking ahead, Qiro and Huma plan to deepen their collaboration across additional credit structures, geographies, and borrower profiles - positioning underwriting as a foundational primitive for the next generation of private credit markets.
To scale tokenized private credit, underwriting capacity must scale in parallel, supporting broader market acceleration.
Founder Commentary
Akshay Poshatwar, Co-Founder and CEO, Qiro Finance, said: “DeFi doesn’t fail because of a lack of capital - it fails when credit decisions are weak. Qiro exists to bring institutional-grade underwriting into permissionless systems. Partnering with Huma allows us to apply that discipline at scale and help redefine how real-world credit is underwritten onchain.”
Erbil Karaman, Co-Founder and CEO, Huma Finance, added: “As PayFi evolves into the rapidly shifting trade finance world, data rich underwriting and continuous monitoring systems become mission-critical. As Huma team expands its underwriting capabilities, working with Qiro gives us a strategic partner that brings deep credit expertise and purpose-built decision-making infrastructure into our ecosystem.”
About Qiro Finance
Qiro operates as a neutral underwriting infrastructure - powering better credit decisions across DeFi, tokenized private credit, and institutional stablecoin markets.
About Huma Finance
Akshay Poshatwar
