Tech Layer · Position 1
Infrastructure Layer
Cloud compute, blockchain networks, core financial infrastructure
Technology Stack
Segments at This Layer
Top Companies by Funding
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OpenAI
ChatGPT powers many fintech applications
Anthropic
Claude used in finance applications
Databricks
Unified data and AI platform
Stripe
AI-powered payments platform with fraud detection
Snowflake
AI-enhanced data platform for finance
MX
AI-powered financial data enhancement
NEAR Protocol
Layer-1 blockchain with AI capabilities
Together AI
Open-source AI inference
Internet Computer (ICP)
Blockchain for running AI models on-chain
Orum (Stripe)
AI-optimized instant money movement
0G Labs
Modular AI blockchain
Google DeepMind
AlphaFold methodology applied to finance
Fetch.ai (FET)
Decentralized agent network (ASI Alliance)
SingularityNET (AGIX/FET)
Decentralized AI services marketplace
Gensyn
Decentralized ML compute network
Sahara AI
AI and data collaboration network
Ocean Protocol (OCEAN/FET)
Decentralized data marketplace
Render (RENDER)
Decentralized GPU rendering network
Frequently Asked Questions
What is the Infrastructure layer in financial AI?
Cloud compute, blockchain networks, core financial infrastructure The Infrastructure layer sits at position 1 in the five-layer financial AI technology stack, below Data. 46 companies in the AIFI directory operate at this layer, with $112.2B in combined funding.
Which companies operate at the Infrastructure layer?
46 companies operate at the Infrastructure layer. OpenAI: ChatGPT powers many fintech applications. Anthropic: Claude used in finance applications. Databricks: Unified data and AI platform. And 31 more.
How does the Infrastructure layer fit in the financial AI stack?
The financial AI stack has 5 layers: Applications, Automation, Models, Data, Infrastructure (ordered by position). Infrastructure is at position 1. Above it, Data: Data pipelines, market data feeds, alternative data providers
What is the most funded Infrastructure company?
OpenAI is the most funded company at the Infrastructure layer, with $57.9B raised. ChatGPT powers many fintech applications Followed by Anthropic ($27.3B).
What AI technologies are used at the Infrastructure layer?
Companies at the Infrastructure layer most commonly use Infrastructure (36 companies), LLM / NLP (5 companies), Reinforcement Learning (4 companies), Agentic AI (4 companies).
Which market segments are represented at the Infrastructure layer?
The Infrastructure layer serves 9 market segments. The largest are Crypto & Web3 (34 companies), Research & Data (15 companies), Trading & Markets (9 companies).