Alkymi on Stage at the 2026 Private Credit Technology Summit

The Infrastructure Gap in Private Credit

The Alkymi team recently joined industry leaders at the 2026 Private Credit Technology Summit, where one message came through clearly: Private credit is scaling, but its infrastructure is not keeping up. 

As the asset class continues to expand across direct lending, asset-backed finance, and new distribution channels, firms are facing a growing disconnect between portfolio complexity and operational capability.

This is where Alkymi closes the gap.

The Real Bottleneck: Documents, Not Models

Across conversations with GPs, LPs, and platform providers, a consistent theme emerged: The bottleneck is not access to AI. It is access to usable data.

Private credit data lives in:

• PDFs
• Emails
• Excel attachments
• Highly variable reporting formats

This creates delays in:

• Risk identification
• Performance tracking
• Investor reporting
• Decision-making

And as portfolios grow, the problem compounds.

Alkymi’s Approach: Solving the Unstructured Data Problem

At Alkymi, we are focused on solving this foundational problem.

We enable private credit teams to transform complex, unstructured documents into structured, normalized, and actionable data.

With Alkymi, firms can:

• Automate ingestion of loan notices, compliance certificates, and financials
• Extract and standardize key data points across counterparties
• Create real-time visibility into portfolio performance and risk
• Reduce manual effort while improving accuracy and control

This is how firms move from operational bottlenecks to scalable infrastructure.

Private Credit’s Next Phase Will Be Defined by Infrastructure

Firms that invest in:

• Data pipelines
• Automation
• Governed AI deployment

will be best positioned to:

• Scale efficiently
• Manage risk proactively
• Meet rising investor expectations

Alkymi on Stage: Solving the Unstructured Data Problem

Alkymi was proud to take the stage at this year’s summit to share how leading firms are addressing one of the industry’s most persistent challenges: unstructured, document-heavy workflows.

Panel: Where AI is Creating Real Leverage in Private Credit

AI pilots are common. What's actually moving into production? And what should managers be prioritizing? This panel explored where AI is delivering operational leverage, where it's still experimental, and what best practices are emerging to accelerate adoption.

• Harald Collet, Founder & CEO, Alkymi‍
• Arjun Chhabra, Principal, Head of Investment Infrastructure and Technology, Churchill Asset Management‍
• Robert Siegel, Chief Technology Officer, Global Infrastructure Partners , Blackrock
• Vijay Gudipalli, CEO, Alphastream

We discussed how leading firms are using AI to:

• Reduce manual risk across credit workflows
• Improve visibility into portfolio performance through automation
• Leverage structured data to drive faster, more informed decisions
• Build resilient, scalable operational infrastructure across private markets

Private credit teams are increasingly overwhelmed by complex, document-driven workflows, including:

• Loan agent notices
• Compliance certificates
• Borrower financials
• Ongoing reporting and amendments

These workflows are critical, but they remain manual, fragmented, and difficult to scale, creating bottlenecks across operations, risk management, and reporting.

Throughout the session and conversations onsite, one theme was clear: You cannot scale private credit without solving unstructured data.

Let’s Continue the Conversation

It was great to connect with so many industry leaders at the summit and share how Alkymi is helping firms modernize private credit operations.

At the summit, attendees met the Alkymi team and explored how AI-powered automation is transforming private credit operations.

We shared insights on:

• How AI is reducing manual risk across credit workflows
• Strategies to improve credit visibility through automation
• Real-world use cases where structured data drives better decision-making
• Best practices for building resilient operational infrastructure across private markets

If you didn’t get a chance to attend our session or connect onsite, we would welcome the opportunity to continue the conversation.

See Alkymi in Action