Patterns blog · Apr 2024
Blog post showing Patterns used for AI-assisted metric visualization and natural-language analytics, illustrating the product’s ongoing evolution into analytics workflows.
Next-Gen Financial Analysis and Reporting with AI Agents
Public company, workplace, funding, and market signals
Updated Jul 30, 2026
Agentic research and deal-execution platform for finance firms, focused on M&A and private-equity workflows that automate CIM drafts, buyer research, financial modeling, and weekly process intelligence.
Primary product
AI M&A execution platform for seller prep and process intelligence
Founded
2021
Headquarters
San Francisco, California, United States (2181 Greenwich St, San Francisco, CA 94123)
Team size
2-10
Industry
Financial technology
Sub-industry
AI-driven M&A and deal-execution software
Offices
0 jobs at Patterns
Check back later for new openings
Business model
Stage
pre-seed
Total raised
$2.5M
Latest round
Pre-seed · Mar 2023
Latest amount
$2.5M
Mar 2023
Investors
Operator-led team building for finance practitioners; emphasizes eliminating analyst grunt work, human-in-the-loop verification, and practical AI that works on real deal workflows.
Benefits
Pricing
Done-for-you services plus subscription software with per-user pricing, usage-based ACUs, and custom enterprise pricing
Differentiators
Technology
Customers
Competitors
Estimated revenue
about $1M ARR
Estimated monthly visits
52.7K
Patterns blog · Apr 2024
Blog post showing Patterns used for AI-assisted metric visualization and natural-language analytics, illustrating the product’s ongoing evolution into analytics workflows.
TechCrunch · Mar 2023
TechCrunch reported that Patterns closed a $2.5 million pre-seed round backed by Y Combinator and angel investor Lenny Rachitsky, and described the company as a platform to automate data-science and AI workflow busywork.
Patterns blog · Mar 2023
Company blog post announcing a conversational interface for generating Python and SQL to extract insights from data, reinforcing the product’s early data-engineering and AI workflow positioning.
Hacker News · Nov 2022
Launch thread from Ken Van Haren describing Patterns as a reactive graph platform for building and deploying data applications and automations faster.