Finastra and Marketnode Transform Credit Agreement Onboarding Through AI

WHY THIS MATTERS: The biggest pain points in institutional finance often reside not in the front-end experience, but deep within complex, paper-laden back-office workflows. This collaboration between a core banking giant and an intelligent document automation specialist tackles one of commercial lending‘s most tedious and costly processes: ingesting and setting up new credit agreements. Banks often spend hours, or even days, manually keying data from complex legal documents into core systems like Loan IQ, creating significant risk for human error and compliance issues. By deploying Large Language Model (LLM) and AI/ML capabilities, this integration shifts onboarding time from two hours down to ten minutes. This development is a key proof point that artificial intelligence is moving beyond chatbots to create genuine, measurable operational efficiencies that directly boost revenue realization and enable greater scalability for financial institutions globally.

Finastra, a global leader in financial services software, today announced a strategic partnership with Marketnode to digitize and automate the credit agreement onboarding process for corporate lenders. The collaboration brings together Marketnode’s LLM/AI‑powered intelligent document automation and Finastra’s Loan IQ platform through the Loan IQ Nexus Build module. It enables FIs to digitize the credit agreement onboarding process via an integrated, automated workflow.

The partnership was formed to address long-standing operational challenges faced by lenders, where credit agreement onboarding has traditionally involved manual data entry, fragmented processes, and operational risks. By combining Marketnode’s advanced document extraction capabilities with Loan IQ’s robust syndicated and bilateral loan servicing infrastructure, the partners are transforming a previously labor-intensive workflow into an automated, accurate, and seamless digital experience. 

“Automation and intelligent data processing are key to modernizing lending operations,” said Andrew Bateman, EVP of Lending at Finastra. “Through this collaboration, we are extending Loan IQ’s capabilities to help financial institutions reduce manual processes, improve data accuracy, and accelerate the onboarding of credit agreements. The result is a faster path to revenue recognition and greater scalability for lenders worldwide. 

Marketnode’s Smartflow technology uses LLM/OCR and AI/ML to interpret both structured and unstructured data in complex credit documentation. When integrated with Loan IQ Nexus Build’s APIs, these capabilities allow banks to automatically map extracted data into Loan IQ and rapidly set up deals in the system. The combined solution can reduce processing time from two hours to just 10 minutes, significantly cutting operational overhead while enhancing accuracy and compliance.

Rehan Ahmed, CEO at Marketnode, said: “Our partnership with Finastra addresses a pivotal shift in how financial institutions approach credit operations. Integrating Marketnode’s AI-powered automation within Loan IQ’s trusted global infrastructure enables nimble, intelligent and resilient operations at scale, in a truly digital format. This reshapes how institutions manage the end-to-end lifecycle from origination to distribution, providing them with the tools to help navigate an increasingly complex credit landscape.”

The complementary solution supports both on-premise and private cloud deployment. The current configuration is hosted on Microsoft Azure, giving banks access to always-on infrastructure, real-time workflow integration, scalable AI and ML processing, and secure encrypted data exchange between Marketnode and Loan IQ. This cloud-ready architecture also reduces banks’ infrastructure overhead while aligning with broader cloud transformation strategies across the financial sector. 

Together, Finastra and Marketnode are redefining what is possible in corporate lending by introducing a fully automated, cloud-ready workflow that dramatically accelerates processing time, reduces manual error, and sets a new standard for digital loan servicing in the industry.

FF NEWS TAKE: This partnership unequivocally moves the needle for high-volume syndicated and bilateral lending operations. The ability to automatically ingest and validate complex legal data with speed and accuracy is a game-changer for risk management and operational leverage. We should watch for how fast this technology becomes table stakes in the corporate lending industry. Expect rival core banking providers to quickly acquire or build similar intelligent document automation capabilities to eliminate the two-hour manual window entirely, turning a productivity leap into an absolute necessity for all major corporate banks.