The AI-Enabled Fund: Enhancing Investor Capabilities and Portfolio Performance (Jada Fund of Funds)

Summary

• Jada Fund of Funds examines how venture capital, private equity, and private debt funds are integrating artificial intelligence throughout the investment lifecycle.p.2
• Venture capital firm Rua Growth Fund estimates that 70% of its deal activity is based in Saudi Arabia, relying heavily on local ecosystem knowledge.p.14
• Private equity firm Carlyle utilized natural-language models to analyze over 17 billion online references for due diligence on a $475 million investment.p.15
• Investment firm Blackstone estimates that AI initiatives across its portfolio companies have added over $200 billion in value.p.17
• Asset manager Apollo used an AI system to analyze 15,000 software agreements in minutes to negotiate portfolio company pricing.p.18

Key insights

1. AI should be viewed as foundational organizational infrastructure and a utility rather than evaluated on short-term ROI metrics.p.7
2. The offload vs. onload matrix classifies AI use cases into individual productivity and organizational capabilities across four distinct roles.p.8
3. HUMAIN is establishing Saudi Arabia's AI infrastructure with a strategy focused on sovereign-by-design and global export of technology.p.10
4. Sovereign compute infrastructure aims to eliminate high costs as a barrier to AI startup innovation in the region.p.11
5. Regional VC deal sourcing in Saudi Arabia remains relationship-driven due to private market data scarcity compared to Western markets.p.14
6. Clean and structured internal data architecture is a prerequisite for private capital firms to maximize AI diligence models.p.15
7. Proprietary domain knowledge and localized datasets create stronger competitive moats than pure software applications.p.17
8. Saudi fund managers view venture capital labor markets as elastic, allowing AI automation to shift talent to higher-value activities rather than causing job displacement.p.19
9. Private capital investment mandates are expanding across a four-layer value chain consisting of foundation, enablement, application, and infrastructure layers.p.21