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Market Data

Financial AI Statistics

Key metrics on the AI + Finance landscape tracked by the AIFI Map directory. 433 companies, 144 autonomous agents, 9 market segments.

Last updated: May 22, 2026

Total Capital Tracked
$184.0B
across 433 companies
0
Companies
0
Countries
0
AI Agents
13%
LLM Adoption

56 companies use LLM/NLP

75%
US Concentration

324 companies based in the US

45
Acquired

45 companies have been acquired

24%
Trading + LLM

of Trading companies use LLMs

What the market looks like

Market Breakdown

Lending & Credit
8921%
Enterprise Finance
8921%
Risk & Compliance
8419%
Trading & Markets
7116%
Research & Data
7016%
Crypto & Web3
5613%
Insurance
4510%
Banking & Payments
409%
Wealth Management
348%

Where the money goes

Capital & Leaders

Who builds this

Geography & Profile

Top Countries

🇺🇸United States
32475%
🇬🇧United Kingdom
338%
🇩🇪Germany
102%
🇸🇬Singapore
82%
🇨🇦Canada
82%
🇫🇷France
82%
🇳🇱Netherlands
82%
🇦🇺Australia
41%

By Region

Americas
333$161.7B
77% of directory
EMEA
84$21.7B
19% of directory
APAC
16$630M
4% of directory
Private270Public18Acquired45Token99
432 active1 defunct

How we got here

Timeline & Patterns

Funding By Year

1992
$35M
2014
$200M
2015
$98M
2017
$13M
2018
$576M
2019
$864M
2020
$5.7B
2021
$12.9B
2022
$3.8B
2023
$18.1B
2024
$14.1B
2025
$126.4B
2026
$1.1B
$0$50B$100B$150B$200B

Top Segment + AI Combinations

Lending & Credit+Predictive ML58
Enterprise Finance+Predictive ML58
Risk & Compliance+Predictive ML42
Research & Data+Data Platform29
Insurance+Predictive ML28

Frequently Asked Questions

The AIFI Map directory tracks 433 companies building at the intersection of artificial intelligence and financial services, across 9 market segments and 5 technology layers.

Companies in the AIFI Map directory have raised a combined $184.0B in funding. The top 10 most funded companies account for $127.8B of that total.

56 out of 433 companies (13%) in the AIFI Map directory use Large Language Models (LLMs) or NLP technologies.

The United States leads with the most financial AI companies in the AIFI Map directory, followed by companies in the EMEA and APAC regions. Americas: 333, EMEA: 84, APAC: 16.