Build bespoke AI agents for your investment research and due diligence needs

We help investment professionals save time and resources by automating time consuming research processes, allowing you to focus on high-level decision-making.

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Alicia Koch

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Agent Epoch

22 Feb 2025

Investment Memo: Cursor AI

Executive Summary: Anysphere Inc. (Cursor AI), operates under the product brand Cursor AI. The company has emerged as a category-defining leader...

Diligence

Agent Epoch

21 Feb 2025

Due Diligence Questions: Cursor AI

Commercial: 1. How would you size the total addressable market for Cursor?...

Diligence

Agent Epoch

18 Feb 2024

Weekly Newsrun: GTA 6 Release

GTA 6 Weekly Headlines Headline: Take-Two comments on...

News
AE

Agent Epoch

Investment Memo: Cursor AI

Feb 22, 2025, 9:00 AM

Executive Summary: Anysphere Inc. (Cursor AI)

Anysphere Inc., operates under the product brand Cursor AI. The company has emerged as a category-defining leader in AI-powered developer tooling. The company achieved $100m ARR slightly 2 years after launching.
Anysphere raised a $100 million Series B...

Thesis
AI assisted development inevitably becomes a mission critical stack as...

Risks
Foundational LLM companies (OpenAI, Anthropic, Deepseek) building other development specific solutions that are free and "good enough"...

Business Model
• Cursor AI offers an AI-powered integrated development environment (IDE) designed to enhance developer productivity.
• The company serves individual developers, start-ups, SMBs, and enterprise teams, offering a freemium model with...

Market Growth and Adoption Trends
• Clear productivity benefits driving organic adoption: Code assistance / generation has proven to be the dominant use case for LLM, accounting for 10% of all Claude conversations...
• Increased AI investment by enterprises: 78% of organizations surveyed by Gartner...

Competitive Landscape
Github copilot is the dominant player for AI-assisted development, with an estimated share of 80% of all paid users in 2024. Cursor ranks #2, with ~360K paid users (~18% market share). Other players include...

Go-to-market
By making product adoption frictionless, and constantly seeking to delight its users, developers become evangelists for the product, allowing them to rapidly scale their user base rapidly through word-of-mouth. A significant portion of Cursor growth is driven by...

Populate structured data for you reliably and at scale

Save time and resources manually mapping out company profiles. Build agents that populate structured company profiles at scale on Google Sheets, Excel, or Airtable

CompanyBusiness ModelTarget MarketKey MetricsProducts and ServicesPricing StructureFunding Summary
Codeium (Windsurf)AI-powered coding assistant platform that provides developers with tools to improve their coding productivity. Revenue Model: Monetizes through freemium model with tiered subscription plans- Individual developers - Development teams - Enterprise customers (including notable clients like Zillow, Dell, and Anduril)As of early 2024: - Enterprise product has reached "eight figures" in Annual Recurring Revenue (ARR) - Achieved 500% ARR growth - Processing over 100 billion tokens daily - Company has 81 employees - Notable enterprise customers include Zillow, Dell, and Anduril1. Code Autocomplete: - Real-time code suggestions - Boilerplate code generation - Unit test generation - End-to-end encryption 2. Search Functionality: - Natural language repository search - Code base integration capabilities 3. AI Chat Assistant: - In-editor assistance - Developer support1. Individual Plan (Free): - Basic features - Unlimited usage 2. Teams Plan ($15/seat/month or $12/seat/month annually): - Advanced admin features - Usage dashboard - Team collaboration tools 3. Enterprise Plan (Custom pricing): - Custom deployment options - Priority support - Enhanced security featuresTotal funding of $243M raised across 2 rounds: - Latest round: $150M Series C (August 2024) - Current valuation: $1.25B-$1.3B Key investors include: - Kleiner Perkins - General Catalyst - AIX Ventures - Base Case Capital - Founders Fund
Anysphere (Cursor AI)AI-powered code editor and IDE that helps developers write and manage code more efficiently. Revenue Model: Generates revenue through a freemium subscription model with tiered subscriptions ranging from free to $40/user/month for business users.- Individual developers - Enterprise development teams - Notable clients include OpenAI, Midjourney, Perplexity, Shopify, and Instacart- $100M ARR as of 2024, 100x from the previous year - over 360K paid users to date1. AI Code Completion and Generation: - Predictive editing - Natural language code generation - Project-wide context understanding 2. Multi-file Code Changes: - "Composer" mode for complex edits - Chat interface for codebase interaction 3. Integration with latest foundational models (GPT-o1, Claude 3.7 Sonnet)1. Free Tier: - Limited access with 2,000 monthly code completions 2. Pro Tier ($20/month): - Unlimited completions - Premium AI access 3. Business Tier ($40/user/month): - Enterprise features - Centralized billing - Privacy controlsCursor AI has raised at least $71M across multiple funding rounds, with rapid valuation growth: - Seed round: $8M led by OpenAI Startup Fund - Series A (August 2024): $60M led by Andreessen Horowitz & Thrive Capital, valued at $400M - Series B (reported December 2024): $100M led by Thrive Capital, valued at $2.6B
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How we work with you

Onboarding is frictionless. We work closely with you to understand your needs and build agents that best serve your needs

Onboarding and discovery

Map out your workflows to time-consuming, high-value tasks. Define specific goals for automation and AI implementation.

Rapid Prototyping

Deliver a minimum viable product for rapid testing and feedback collection.

Minimal friction of use

Create easy-to-deploy agents that integrate into your existing workflows. Call on agents using email, slack, or teams.

Continuous improvement

Consistently evaluate the performance of agent capabilities, making each epoch smarter over time.

Enhance your investment workflows, stay ahead of other investment professionals

Frequently Asked Questions

Common questions about our AI agent solutions

Because each solution is custom to every client, pricing will differ based on requirements of your project. Book a call with our team to discuss pricing options tailored to your specific needs.

You do not need any custom tools nor software to deploy your agents. You can simply interact with your agents through email, slack, or any other preferred messaging channels.

We do not use a single-shot approach to get research outcomes. We design our model graphs to ensure outputs are high quality and reliable. We typically do this by making sure our agent reflects and iterates on its answer multiple times before providing a desired output.

We are also able to customize agents to populate structured outputs on google sheets or Airtable at scale.

No. The entire workflow is handled by us. We ensure that agents can be utilized with as little technical know-how as possible. For example, agents can be called with a simple email or message on Slack.

LLMs are unpredictable and variability may result in broken output at times. However, we offer a direct support line to all our customers. If you have an issue, you can call or message us directly for immediate assistance.

Still have questions? We're here to help!