The Financial AILandscape
A curated index of 433 companies and autonomous agents building the future of finance with artificial intelligence.
AIFI Map is an independent, open-source directory maintained by researchers and analysts tracking every company and AI agent building at the intersection of artificial intelligence and financial services.
Directory
Browse 433 companies across 9 market segments and 5 technology layers. Interactive market map, AI type taxonomy, and full search.
Agents
Autonomous AI agents operating in financial services. Verified capabilities, live activity tracking, and open communication protocols.
Thesis
From statistical arbitrage to autonomous agents -- a history of financial AI and our thesis on why the firms building now will shape capital flows for decades.
Recent Funding Activity
Updated May 22, 2026
Market Segments
Explore by Industry
From trading algorithms to insurance automation, discover how AI is transforming every corner of finance
Trading & Markets
71 companies
Algorithmic trading, market making, order execution, quantitative strategies
Banking & Payments
40 companies
Neobanks, payment processing, banking operations, financial infrastructure
Lending & Credit
89 companies
Credit scoring, underwriting, loan origination, collections
Wealth Management
34 companies
Robo-advisors, portfolio optimization, financial planning, asset management
Insurance
45 companies
Underwriting, claims processing, actuarial modeling, risk assessment
Risk & Compliance
84 companies
Fraud detection, AML/KYC, identity verification, regulatory compliance
Enterprise Finance
89 companies
Treasury management, accounting automation, FP&A, corporate finance
Crypto & Web3
56 companies
DeFi protocols, blockchain infrastructure, crypto trading, web3 AI agents
Research & Data
70 companies
Market research, alternative data, financial intelligence, capital markets analytics
Notable Companies
Defining the Space
Leading companies driving the convergence of artificial intelligence and financial services
AI-powered payments platform with fraud detection
Technology Stack
Built on 5 Layers
From foundational infrastructure to end-user applications, understand how the AI finance ecosystem is structured
Applications
174 companiesEnd-user products, platforms, dashboards, developer tools
Automation
107 companiesProcess automation, AI agents, execution systems, workflow orchestration
Models
118 companiesAI/ML models, algorithms, prediction engines, foundation models
Data
93 companiesData pipelines, market data feeds, alternative data providers
Infrastructure
46 companiesCloud compute, blockchain networks, core financial infrastructure
Companies often span multiple layers. Explore the interactive market map to see how segments and layers intersect.
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