Private Credit’s Defining Decade:
Why Technology Is Key to Scale

Expansion To Private Credit+

Private credit has come a long way. What once centered around direct lending now spans everything from NAV-based facilities to real estate and infrastructure credit. The opportunity is bigger than ever, and so are the challenges.

As portfolios grow in size and complexity (sheer volume, granular portfolios, transactions), investment teams are [under pressure] to do more with less. Custom loan structures. Frequent borrower updates. Leverage facilities with complex borrowing bases. Managing all this with spreadsheets and legacy systems just doesn’t cut it anymore.

Private credit is no longer a niche play. It’s become a core allocation, and with that comes the need for more sophisticated technology solutions.

Managing a growing book of private credit assets using spreadsheets and legacy tools is no longer sustainable, with rising complexities, nuances, and investor demands:

• Higher volumes of bespoke deals and transactions
• NAV-based financing, and subscription lines,
• Diverse borrower profiles
• Covenant-heavy structures
• Growing regulatory expectations

These challenges create an operational minefield. Manual processes slow teams down. Siloed data creates blind spots. Errors become more likely. As stated in this report by McKinsey, digital transformation in private markets is accelerating for good reason; firms need to operate with more agility, speed, and control.

What to Look for in Private Credit Technology

Not all platforms are built for the private credit world. Off-the-shelf tools often miss the nuances that matter. What you need is something purpose-built—something that understands how you work, and helps you work better.

• Portfolio Management That’s Built for Private Credit+
  Managing private credit portfolios gets more complex as your exposure grows. You need more than just visibility. You need control. The right tools help you bring deal, borrower, and facility data into one place, so you can track performance, exposures, and risks without the manual overhead.
  Platforms like Oxane Panorama are purpose-built to do exactly that — offering real-time dashboards, intuitive workflows, and the flexibility to adapt as your strategy evolves.
• Full Loan Lifecycle Support across Private Credit+
  Private credit deals don’t follow a neat template. They’re layered, often bespoke, and require flexibility at every stage. The right tech should help you manage the entire lifecycle. From initial underwriting to borrower reporting and compliance checks across all private credit strategies.
• AI for Private Credit
  Managing private credit data is complex, but it doesn’t have to be. As AI/ML adoption gains momentum, private credit firms are recognizing the measurable value these technologies deliver. Both large and small firms are embracing AI-powered solutions to enhance portfolio management and decision-making to:
  • Effortlessly ingest and validate data — Structured or unstructured.
  • Automate workflows to accelerate insights — Meet reporting deadlines with ease.
  • Uncover critical patterns with AI/ML — Identify risks and opportunities faster.
• Leverage Facility Management, Simplified
  Managing leverage lines, especially NAV-based or revolving facilities, means staying on top of borrowing base calculations, approvals, and documentation. Having a dedicated module for leverage facility management for lenders and borrowers can help streamline the entire process to manage all types of leverage.

One Technology Platform for all Private Credit Strategies
The private credit market isn’t slowing down, but your operations might if you're still stuck with legacy tools. Institutions seeking to succeed in this new private credit ecosystem would do well to build additional capabilities to remain relevant and profitable through market cycles.

As your portfolio expands across asset classes, geographies, and borrower types, disconnected tools become a bottleneck. The solution? A centralized platform that adapts to scale with you.

With modular, tech-enabled platforms like Oxane Panorama, you get:

• Unified data across loans, borrowers, and facilities
• Automation that reduces error and increases bandwidth
• A scalable foundation for future growth and investor expectations

Plus, with integrated tools for enterprise data management, valuations, and loan servicing, you gain a complete 360° view of your private credit portfolio.

Ready to upgrade? Now is the moment to adopt private credit software that grows with you. Explore Oxane Panorama and see how it delivers scalable, tech-enabled private debt solutions tailored for this defining decade in private credit.

Coming Soon: The Private Credit+ Whitepaper
Private credit is bigger than direct lending — and it’s time we sized it up.
Our upcoming Private Credit+ Whitepaper maps the full market across asset-based lending, real estate, and infrastructure debt, NAV loans, fund finance, and more.
Get the numbers. See where capital’s flowing. And understand why Private Credit+ is the next big thing.

FAQs

Q: What is private credit technology and why is it essential today?
A: Private credit technology refers to purpose-built platforms that support deal tracking, borrower monitoring, facility management, and regulatory compliance. As the asset class grows in complexity with NAV-based finance, real estate, and infrastructure credit—technology is vital to scale operations and improve visibility across portfolios.

Q: What is Private Credit+ and how does it impact operational complexity?
A: Private Credit+ is the expanded universe of private credit beyond direct lending, encompassing structured credit, NAV-based lending, real estate, and infrastructure debt. This expansion increases data complexity, transaction volumes, and the need for robust portfolio and facility management systems.

Q: What are the biggest data challenges for private markets LPs and GPs?
A: Investors face fragmented, unstructured data from multiple sources—like PDFs, portals, and emails. This makes it hard to extract, normalize, and analyze information across funds, asset classes, and geographies, slowing down reporting and obscuring asset-level insights.

Q: Why are spreadsheets and legacy tools no longer viable for private credit firms?
A: Spreadsheets can't keep up with the pace, complexity, or scale of private credit. They lead to manual errors, siloed data, and inefficient workflows. As portfolios grow more granular and investor expectations rise, firms need integrated platforms for control and agility.

Q: How does AI/GenAI help solve data challenges in private markets?
A: GenAI enables automated extraction and normalization of unstructured data (e.g., from credit agreements or investor reports). It can recognize key terms, map different terminologies to a standard schema, and surface risks or patterns—dramatically reducing manual workload and boosting insight quality.

Q: What should private credit firms look for in a modern software platform?
A: Look for platforms that are purpose-built for private credit and offer:

• Centralized loan, borrower, and facility data
• Full lifecycle support (from underwriting to compliance)
• Automated workflows and reporting
• AI/ML capabilities for deeper insights
• Dedicated leverage facility management modules

Q: How does AI improve private credit portfolio management?
A: AI automates data ingestion and validation, accelerates reporting, and detects early warning signals or performance deviations. This improves decision-making, speeds up credit reviews, and frees up analyst bandwidth.

Q: Why is leverage facility management such a critical need in private credit?
A: Managing NAV-based or revolving facilities involves real-time borrowing base updates, approvals, and documentation. Dedicated modules streamline this process, improve transparency, and reduce errors for both lenders and borrowers.

Q: Can GenAI help standardize private markets data?
A: Yes. GenAI maps varying terminologies—like “fund size,” “capital commitment,” or “investment size”—to a unified data model, enabling accurate aggregation, benchmarking, and risk reporting across diverse portfolios.

Q: What makes Oxane Panorama different from other credit tech platforms?
A: Oxane Panorama is purpose-built for the complexities of private credit. It offers:

• Real-time dashboards
• Modular architecture for scalability
• AI-powered data processing
• Integrated support for loan servicing, valuations, and reporting
• Tailored solutions for Private Credit+ strategies