News
What's happening at Raylu.
Product updates, company news, customer stories, and thinking on the future of private markets.

Happy New Year from Raylu - and What's Ahead
What we are building at Raylu in 2026, and why this year marks a major step forward for deal origination.

Raylu SOC 2 Compliance for Institutional-Grade AI
We’re pleased to share that Raylu is SOC 2 compliant, reflecting our alignment with the AICPA Trust Services Criteria for security, availability, processing integrity, confidentiality, and privacy.

What Claude Cowork Means for Private Markets And Why You Need Raylu to Unlock Alpha
Claude makes your team faster. Raylu makes your fund smarter. Why the difference between productivity and alpha decides who wins.

The Real Cost of Hallucination in Financial AI
In financial AI, one hallucination costs you the user's trust forever. The engineering philosophy that keeps Raylu accurate.

Your Deals Aren't Shared: How Raylu Keeps Origination Proprietary
Raylu is not a shared deal feed. Your theses, lists, and outreach stay yours. Here is how origination stays proprietary.

Raylu Raises $8M Series A to Redefine Deal Sourcing in Private Markets
Raylu raises an $8M Series A led by HighlandX to build the platform for Deal Engineering in private markets.

Deal Engineering: How We're Redefining How Investors Source and Win Deals
At Raylu, I've always felt that calling what we do "deal sourcing" massively undersells it. Recently, I finally put the right name to it: Deal Engineering. It captures what we're really building: we're not just finding companies faster - we're designing, building, and optimizing entire deal flows end-to-end, so investors can go from idea to signed deal with a level of precision and leverage that simply didn't exist before.

Private Markets AI Summit Debrief
Insights, themes, and quotes from the Private Markets AI Summit: what firms are actually doing with AI.

Why Every Fund Will (or Should) adopt AI by 2026
The funds that win the next cycle will run AI across origination, mapping, diligence, and outreach. Here is what great looks like.

Raylu Leverages TurboPuffer to Power Millions of Company-Level Vector Databases for Deeper Private-Market Intelligence
Raylu adopts TurboPuffer to run millions of company-level vector databases for deeper private-market intelligence.

Raylu Leverages Temporal to Power Large-Scale Agentic Research for Private-Market Investors
Raylu migrates its agent infrastructure to Temporal, powering tens of thousands of simultaneous research tasks.

Introducing Raylu's Gmail & Outlook Integration
We're excited to share that Raylu now integrates directly with Gmail and Outlook

Raylu Launches Official Affinity Integration to Bring AI-Powered Sourcing to Private Market Investors
Today, Raylu, the leading AI platform for private market investors, announced its official integration with Affinity, the relationship intelligence CRM trusted by thousands of investment firms globally. The integration connects Raylu's AI agents directly with Affinity so PE and VC teams can automate market mapping, research, and outreach while keeping workflows in their CRM.

How Private Market Investors Are Using AI, 2025 Edition
The private markets are undergoing a quiet revolution. As competition intensifies, data explodes, and resource constraints persist, leading investors are turning to AI not as a buzzword, but as a force multiplier. At Raylu, we work with top-tier private equity, growth equity, and venture capital firms who are using AI to transform sourcing, diligence, and outreach. Below are real-world examples of how the smartest investors in the world are using Raylu's AI agents to drive a lasting edge.

The Quantification of Private Markets: Is AI Turning Private Equity into Quant Funds?
The private investment landscape has traditionally thrived on relationships, intuition, and meticulous fundamental analysis. Historically, successful deals hinged upon deep due diligence, extensive networking, and the instinctive judgment of experienced professionals. But with artificial intelligence now taking center stage, a provocative new question emerges: Could private markets soon operate more like quantitative hedge funds, driven by algorithms rather than purely fundamental approaches? Or will the human touch remain irreplaceable?

Big Funds vs. Smaller Funds: Will AI Reinforce the Divide or Level the Playing Field?
The battle between large funds and their smaller counterparts has long been dictated by access—access to capital, talent, and proprietary deal flow. Historically, scale has been the ultimate advantage. Big funds have enjoyed deep research teams, cutting-edge infrastructure, and networks that smaller funds could only dream of. But in an era where AI is rewriting the rules of private market investing, the question looms: will this technology further entrench the dominance of mega-funds, or could it be the great equalizer?

Part 3: Why We Built Raylu—The Vision Steering Private Market AI
Private markets are evolving—AI-driven investing is the future. Raylu delivers speed, precision & scalability. Stay ahead or risk falling behind. Try Raylu now.

Part 2: The Product—How Raylu is Reshaping Private Market Investing
AI or obsolescence? Private market investing is evolving fast—Raylu delivers unmatched speed, insights & deal execution. Stay ahead or risk falling behind

The 5 Most Common Patterns of Investor Decision Failure
Discover the common psychological biases that impact investment decisions and learn strategies to overcome them for more informed and successful investing

AI Winners: The Power Lies in the Details
An insightful look into the transformative impact of AI and how it compares to the early internet

American Exceptionalism in AI: Safety and Progress are Not Zero-Sum
An insightful look into the transformative impact of AI on American leadership

Private Equity the Overlooked Winner of the AI Race
An insightful look into the transformative impact of AI on private equity firms

Focus Matters: An Untracked KPI for PE Firms
An insightful look into the importance of focus in private equity investments

Part 1: Private Markets 2.0: Why AI Will Make or Break Your Next Fund
Private market investing is evolving fast. Stay ahead with Raylu—AI-driven deal flow, insights, & efficiency to outpace competitors. Don't get left behind
