February 10, 2026
With access to better data and technology, the world of credit decisioning is evolving rapidly. Today, lenders are expected not only to manage risk, but to do so in a way that expands opportunity, supports growth, and stands up to regulatory scrutiny.
Recently, in a Lending Link Podcast episode, Stratyfy’s SVP of Product Strategy, Jose Tagunicar, spoke with Aarthi Muthukrishnan, Chief Product Officer at GDS Link, about how credit decisioning is changing and how their partnership helps lenders of all sizes handle today’s challenges. Here are the main takeaways from their conversation.
1. Risk Management has Evolved from Loss Control to Profit Management
A strong credit decision finds the right balance between risk and opportunity, shifting the focus from mere loss control to strategic profit management.
The primary goal of credit decisioning used to be minimizing risk to avoid default. Now, instead of playing it safe with conservative strategies, competitive lenders are finding data-driven ways to say yes to more borrowers.
“A good lending decision today isn’t about saying no safely, it’s about saying yes intelligently.”
Jose Tagunicar
2. Data-Driven Decisions are Table Stakes
Traditional credit scores are still important, but lenders now have access to much more data. This helps them get a clearer and more detailed picture of a borrower’s financial health and risk profile.
To leverage this data, more lenders are using machine learning and advanced analytics rather than relying solely on basic scorecards. Automation and near-real-time decisioning are increasingly becoming expectations, particularly as data volumes and customer demands grow.
GDS Link and Stratyfy are making it possible for banks of all sizes to maximize the value of their data, putting the power of advanced analytics directly in the hands of the teams defining business strategy.
“What has changed, I think, over the last decade or so is the access of alternate data, additional data, to supplement the gaps…We have done a lot of work in terms of both the sophistication of the methodology as well as the data underneath it in the last several years.”
Aarthi Muthukrishnan
3. Transparency is the New Currency of Trust
For regulators, auditors, and customers, transparency in your decisioning is critical for building confidence. The challenge with AI-driven decisioning, however, has always been how to navigate trade-offs between transparency and accuracy.
Traditional rule-based systems are easy for credit teams to understand and control. On their own, however, these rigid decisioning systems can struggle to capture complex risk patterns across diverse datasets, meaning lenders often miss out on credit-worthy borrowers. Meanwhile, advanced AI is highly precise, but black box methods often lack the transparency and explainability needed in high-stakes financial decisions.
Stratyfy and GDS Link solve this challenge by offering strong predictive power through explainable machine learning. Lenders can understand, see, and explain every decision, enabling them to test and launch new models faster and with more confidence.
“Transparency for us isn’t just about compliance. It’s about confidence, and when you can explain every decision that you make, you actually move faster, you test more, and you’re very confident about the outcomes that you have.”
Jose Tagunicar
4. Fairness Must Be Foundational
Compliance is shifting from a final checklist to being integrated into the design and development process. Bias testing is also not limited to originations; it’s equally important in marketing segmentation, fraud detection, collections, and the loan amount assignment or APRs.
Stratyfy makes bias testing an automated part of model design. With Stratyfy, analysts can immediately see when changes introduce bias and fix problems before anything goes live. These approved strategies are then implemented, executed, and closely monitored in GDS Link’s system.
“In my career, compliance has usually been a check at the end of a process. And so Stratyfy was founded in part to change that…For us, fairness isn’t an afterthought. It’s part of the reason Stratyfy exists.”
Jose Tagunicar
The Power of Partnership: Stratyfy and GDS Link
Stratyfy and GDS Link offer a comprehensive solution for modern credit decisioning. GDS Link provides lenders with a robust, flexible system for real-time decision-making and data management across multiple sources. Stratyfy’s technology integrates into this framework, providing the critical, patented explainable AI/ML capabilities that maximize predictive accuracy while guaranteeing transparency and fairness.
With this partnership, lenders can:
- Move Beyond Scorecards: Leverage advanced analytics and machine learning for deeper borrower understanding.
- Achieve Intelligent Growth: Shift focus from loss mitigation to maximizing profitable lending opportunities.
- Ensure Regulatory Compliance: Integrate fairness and explainability directly into the decision-making model design.
- Accelerate Time to Market: Quickly test, validate, and deploy high-performing, transparent models with confidence.
“GDS Link is really good at implementing credit strategies with speed and precision. But how do we make it so that our customers can actually improve that strategy, not just implement what they have? That’s where the obvious choice is really the solution that we see with Stratyfy. That is the missing piece of the puzzle.”
Aarthi Muthukrishnan
You can listen to the entire podcast here. For more information on Stratyfy and GDS Link’s joint capabilities, reach out at sales@stratyfy.com, or download the partnership overview.