Comparison
Graph Analytics vs Agentic AI
Comparing two AI approaches used in financial services: Graph Analytics (7 companies, $871M funded) and Agentic AI (35 companies, $425M funded).
At a Glance
Graph Analytics
Agentic AI
Technology Overview
Graph Analytics
Graph neural networks for network analysis and relationship detection
View all Graph Analytics companies →Top Companies by Funding
Graph Analytics
Chainalysis
Blockchain analysis and crypto compliance
TRM Labs
Blockchain analytics for crypto fraud/AML
Nansen
AI blockchain analytics platform
Arkham
Blockchain analytics + exchange; “AI” used to link entities to wallets
Pond
Crypto prediction with GNNs
Agentic AI
Wayfinder
AI agents to execute tasks across chains (swaps/bridging/etc.)
Fetch.ai (FET)
Decentralized agent network (ASI Alliance)
SingularityNET (AGIX/FET)
Decentralized AI services marketplace
Salient
AI agents for auto loan collections and servicing
Spectral (SPEC)
No-code AI agents for DeFi automation
Segment Distribution
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Frequently Asked Questions
What is the difference between Graph Analytics and Agentic AI in finance?
Graph Analytics and Agentic AI represent different approaches to applying AI in financial services. Graph neural networks for network analysis and relationship detection Autonomous AI agents that execute actions independently In the AIFI Map directory, 7 companies use Graph Analytics and 35 use Agentic AI. These technologies are typically used by different companies. (Source: AIFI Map directory.)
Which is more widely used in finance, Graph Analytics or Agentic AI?
Agentic AI is more widely adopted, with 35 companies versus 7. In terms of total funding, Graph Analytics companies have raised $871M, compared to $425M for Agentic AI. (Source: AIFI Map directory.)
Which Graph Analytics and Agentic AI companies are the most funded?
The most-funded Graph Analytics company is Chainalysis ($536M). The most-funded Agentic AI company is Wayfinder ($85M). (Source: AIFI Map directory.)
Can a company use both Graph Analytics and Agentic AI?
While it's possible in theory, no companies in the AIFI directory currently combine both Graph Analytics and Agentic AI as primary technologies. These approaches tend to serve different use cases in financial services.