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Research, perspectives, and live events from the FactorIQ team and Global Economics Group.

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Everything we’ve published

Breaking Through PE Evaluation Bottlenecks: How FactorIQ Accelerates Investment Decisions
Insight·May 18, 2026

Breaking Through PE Evaluation Bottlenecks: How FactorIQ Accelerates Investment Decisions

Private equity firms face a persistent resource paradox, spending hundreds of hours manually validating data for dozens of prospects while racing against competitive deal timelines. FactorIQ solves this bottleneck by using AI-powered automation to consolidate disparate data sources and flag anomalies in minutes. This platform enables investment teams to execute thorough diligence at scale without sacrificing speed or increasing headcount.

By Christopher Rigg

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The Race to First Capital
Whitepaper·May 13, 2026

The Race to First Capital

Record-high dry powder levels have intensified competition for high-quality assets, making deal origination the primary differentiator for successful firms. This paper examines the limitations of traditional sourcing methods and demonstrates how generative and agentic AI provide a strategic edge by securing the first-mover advantage in investment discovery.

By Christopher Rigg

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The Agent Architecture Question: Specialist vs. Generalists in Agentic AI
Insight·May 13, 2026

The Agent Architecture Question: Specialist vs. Generalists in Agentic AI

Deciding between specialized and generalist AI agents requires balancing security and modularity against the complexity of orchestration. While granular agents offer better risk control, unified architectures excel at maintaining context and reasoning during multi-step analytical workflows. Developers should adopt a hybrid approach, only splitting agents when prompted by conflicting permissions or quality degradation.

By Christopher Rigg

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AI Scouts: Conquering PE/VC's Deal Hunt Chaos
Insight·May 13, 2026

AI Scouts: Conquering PE/VC's Deal Hunt Chaos

Agentic and generative AI are transforming deal sourcing by autonomously scanning unconventional data to find proprietary unmarketed opportunities. These tools automate pipeline prioritization and synthesize unstructured data into actionable briefs, allowing firms to screen candidates faster and capture a competitive edge in crowded markets.

By Christopher Rigg

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What is GraphRAG and How Can it Impact Your Context Manipulation Techniques
Insight·May 13, 2026

What is GraphRAG and How Can it Impact Your Context Manipulation Techniques

GraphRAG enhances agentic AI by integrating knowledge graphs with traditional retrieval models to map complex relationships between entities. This structured approach enables multi-step reasoning and reduces hallucinations by providing high-signal context instead of isolated text chunks. Financial engineers can leverage this topology to improve planning and token efficiency across complex enterprise data.

By Christopher Rigg

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