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AI Industry Map / Tools and platforms / Agent and automation platforms
Tools and platforms

Agent and automation platforms

Software for building and running AI agents and automations, including workflow tools and the MCP connection standard.

How big
Low single-digit billions a year across vendors (estimate)
Growth
Generic agent platforms trade at 5 to 8 times revenue, against 50 to 70 times for industry-specific leaders (Tom Tunguz, Aug 2026).
On the map
10 companies, 1 money flows, 4 openings

Who is making money

The companies earning or raising real money in this part of AI. Suppliers are marked: they sell to the builders rather than to end users.

Microsoft
MSFT

Sells Copilot Studio, its tool for building agents inside Microsoft 365 and Azure.

20M+ users (2025)

Open profile
Salesforce
CRM

Sells Agentforce, a platform for building AI agents into its CRM and other business apps.

Agentforce ARR about $800M in the quarter to Jan 2026, up 169% year on year (company, Q4 FY26)

Open profile
n8n

open-source workflow automation

About $40M a year (reported at the Aug 2025 term sheet, Sifted). GetLatka also estimates $40M

Open profile
LangChain (LangSmith)
Supplier

agent framework

LangSmith annual recurring revenue reported at $12M to $16M (TechCrunch, 2025). Not confirmed by the company

Open profile
SAP
SAP

Business software giant that invested in n8n and plans to put n8n inside its Joule Studio agent tool.

Open profile
CrewAI
Supplier

Open-source framework where several AI agents work together as a team on one task.

About $3.2M ARR in 2025 (estimate, via a news report citing Latka). Growjo estimates $2.4M

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Zapier

workflow automation

About $250M+ a year (estimate)

Open profile
UiPath
PATH

automation moving to agents

About $1.5B a year (public)

Open profile
Relevance AI

Low-code platform where businesses build teams of AI agents without deep coding.

US$24M Series B led by Bessemer (May 2025), after a $15M Series A (2023)

Open profile
Workato
Supplier

Enterprise automation platform that connects business systems and runs AI agents across them.

ARR up 35% year on year and net new ARR up 50% in FY26 (year to 31 Jan 2026, company-reported via a summary site). Over 700 customers above $100K ARR

Open profile

Where the money flows

Businesses pay subscriptions or per-run fees. Platforms pass model costs to the labs.

  • SAPpaysn8nValuation of n8n set at $5.2B (May 2026). Investment amount not stated in the source

    Strategic investment, with plans to embed n8n in its Joule Studio

    bolsamania.com

The openings

Gaps still open in this area, from ones a small business could take to ones only giants can play.

  • Small business Build and run agents for small and mid-size firms: fixed-price build plus a monthly fee
  • Small business Connectors (MCP servers) for industry software like practice management and accounting, sold as products
  • Startup money Agent testing and governance platform
  • Giants only Owning the default business agent platform
The sceptic's view

Generic agent builders are being absorbed by the labs and the big suites, and investors already value them low.

Sources: tomtunguz.com

The map updates three times a week.

241 companies across 25 areas, 62 money flows and 89 openings so far. New research lands every Tuesday, Thursday and Saturday.

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