# Industry Intelligence for PE Leaders

## Insights

### Apr 13, 2026
**From Knowledge to Conviction at the Point of Decision**
[Read more](https://www.metal.ai/blog/deal-intelligence)

### Mar 31, 2026
**How Context Graphs Are Replacing RAG in Private Equity**
[Read more](https://www.metal.ai/blog/how-context-graphs-are-replacing-rag-in-private-equity)

### Mar 24, 2026
**The Data Flywheel in Private Equity**
[Read more](https://www.metal.ai/blog/understanding-data-flywheel)

### Mar 19, 2026
**Your Firm Has Evaluated 500 Deals. What Did It Learn?**
[Read more](https://www.metal.ai/blog/understanding-knowledge-graph)

### Mar 12, 2026
**Institutional Knowledge Is the Most Undervalued Asset in Private Equity**
[Read more](https://www.metal.ai/blog/institutional-knowledge-is-the-most-undervalued-asset-in-private-equity)

### Dec 17, 2025
**Metal vs. ChatGPT: Why System of Record Beats Point Solutions**
[Read more](https://www.metal.ai/blog/metal-vs-chatgpt-sharepoint)

### Nov 20, 2025
**The State of Agentic AI: What Private Markets Need to Know**
[Read more](https://www.metal.ai/blog/the-state-of-agentic-ai-what-private-markets-need-to-know)

### Aug 26, 2025
**Understand MCP in 5 Mins: What’s Missing in PE’s Current AI Strategy?**
[Read more](https://www.metal.ai/blog/understand-mcp-in-5-mins)