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  • AI
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Home Visual Capitalist

Visualized: The AI Ecosystem

Visual Capitalist by Visual Capitalist
June 7, 2025
in Visual Capitalist
Reading Time: 12 mins read
125
A A
0

Visual Capitalist Brand Solutions
2025-06-07 09:22:00
www.visualcapitalist.com

Published

3 hours ago

on

June 7, 2025

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Visual Capitalist Brand Solutions

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The following content is sponsored by ACT | The App Association

The Decoding the AI Economy Series unpacks key players, diverse markets, and history of AI investments in the U.S. and Europe.


  • Decoding the AI Economy Button 1

  • Decoding the AI Economy Button 2
  • Decoding the AI Economy Button 3

Infographic using data from ACT to show the breadth of companies in the AI ecosystem and their relevant market of operation.

Visualized: The AI Ecosystem

Key Takeaways

  • Artificial intelligence (AI) companies exist in nearly every corner of the technology space.
  • Some companies support the AI ecosystem on multiple levels. IBM, for example, is both a chip and computation supplier.
  • Many smaller AI businesses build upon the foundational models supplied by incumbents like Google, Microsoft, and OpenAI.

In April 2024, the UK Competition & Markets Authority (CMA) reported that foundational AI models would allow incumbent companies to control AI markets and potentially squash any healthy competition.

But the reality is much different. The AI ecosystem comprises several distinct, competitive, and interconnected layers, each with a vital role to play.

For this graphic, the second in the Decoding the AI Economy series, Visual Capitalist joined forces with ACT | The App Association to explore the AI ecosystem in depth.

Dynamic, Competitive, Misunderstood

Each layer in the AI tech stack is unique, but all are vital for the overall success of the ecosystem.

In the table below, compiled by the App Association, we show representative businesses across every layer of the ecosystem:

AI Area Company
Gen AI Applications Synthesia Linguix
Fotor Thematic
Kaedim Replica
PhotoRoom Papercup
Galileo AI Dudub
Westlaw Edge Voiseed
AIXCoder Listnr
Grammarly Prodigy
Data WarpStream Momento
Upstash Pinecone
Snorkel Labelbox
HumanFirst Databricks
Scale Contextual.Ai
Foundational Models Hugging Face Nvidia
Cohere Anthropic
Baai Meta AI
X1 Mistral AI
Google Baidu
Microsoft OpenAI
Compute IBM AWS
Alibaba Cloud Oracle
FluidStack Cyso
Lambda Google Cloud
CoreWeave Tensorwave
Tencent Microsoft Azure
Exoscale Genesis Cloud
Huawei Cloud Dell
Chips Tenstorrent Qualcomm
Nvidia AMD
Apple AWS
Intel IBM

It’s clear that the incumbent companies have an important place in the ecosystem. They provide vital and often investment-intensive sections of the ecosystem, such as chip production or the development of foundational models.

But that’s just one small part of a large and interconnected system.

AI startups like Databricks, for example, which recently secured a $10 billion funding round, prove that other innovators are competing within the ecosystem.

Exploring Diverse Markets

While the AI ecosystem is broad and diverse today, it can only remain so in a regulatory environment that rewards risk-taking and innovation.

To do that, regulators and policymakers must look beyond the headlines and see the ecosystem for what it is: dynamic, decentralized, and full of promise.

Newer companies contributing to AI development have the best chance to succeed by leveraging the pro-competitive role major firms play in providing essential services and sources of capital for the entire ecosystem.

Are you interested in exploring the world of AI further?

The App Association will release its comprehensive whitepaper on June 12th, 2025, examining how premature or overbroad antitrust action could jeopardize AI innovation and outlining a policy approach better aligned with the realities of emerging technology.

Visual Capitalist Logo

If you can’t wait till the 12th, you can learn more about the AI economy here.

Related Topics: #tech #ai #companies #tech companies #chips #partner ##partner #AI companies


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    Technology1 hour ago


    Visualized: AI Innovation Across the Globe

    Visual Capitalist and The App Association have partnered to explore the landscape of AI innovation across the globe.

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    Vizualized: 25 AI Startups on the Rise

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