// EMERGING_VENTURE_FUND 98% time reduction

A TWO-PERSON TEAM OPERATING LIKE A 20-PERSON FUND

An emerging fund built AI into their core operations from day one, enabling a partner and analyst to evaluate deals at the pace of a much larger team.

98% TIME REDUCTION

5x DEALS EVALUATED

45min PER MEMO

The Challenge

A partner launching an emerging fund had a clear vision: build an AI-native firm from the start. With just himself and one analyst, he didn't have the resources to operate at the same level as larger funds. He approached us to rethink his operations with AI at the core to be able to scale and compete without growing headcount.

The Solution

The biggest bottleneck was the due diligence process. We built an AI-powered research and synthesis system that dramatically cut down the due diligence time and allowed them to evaluate 5x more deals:

Automated Research Pipeline

Custom agents that gather comprehensive information on target companies from public databases, news sources, social media, and industry reports. What used to take days of manual research now happens in minutes.

Intelligent Analysis Engine

AI systems trained on the firm's investment thesis and evaluation criteria. The system analyzes data through the lens of what the partner actually cares about.

Structured Memo Generation

Automated drafting of investment memos in the firm's preferred format, with citations and supporting evidence properly organized. Analysts review and refine rather than starting from scratch.

Continuous Learning

The system improves based on partner feedback, learning to better predict what information will be most relevant and how to present it effectively.

The Results

The fund now punches well above its weight. A two-person team sees and seriously evaluates opportunities that would slip through the cracks at larger, slower firms.

98% reduction in memo creation time

From 40+ hours to approximately 45 minutes for a comprehensive investment memo.

3x increase in deals evaluated

The fund thoroughly evaluates significantly more opportunities without adding headcount.

Improved decision quality

With more time for strategic thinking and less for information gathering, every investment decision is better-informed.

Analyst focused on high-value work

The analyst spends time on judgment and refinement rather than repetitive research tasks.

We invest in AI companies so we want to operate like an AI company. Sid helped us design our operations with AI at the core, allowing us to compete against larger funds by being faster and more thorough at the same time.

— Founding Partner, Emerging Venture Fund

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