Relevance AI leverages AWS to scale business operations with AI agents
Relevance AI transforms business scaling using AI agents powered by AWS infrastructure and accelerators
Relevance AI, founded by Daniel Vassilev, is transforming how companies scale operations by deploying AI agents for complex tasks across sales, marketing, and recruitment—without expanding headcount. The startup’s platform enables businesses to grow based on ideas rather than team size.
AWS Infrastructure Powers Rapid Growth
To manage thousands of AI agents, Relevance AI needed scalable and cost-efficient computing power. They leveraged AWS Activate to test their prototype quickly.
“AWS Activate was a great way for us to experiment and iterate through the early versions of our product whilst not breaking the bank,” said Daniel Vassilev.
Key AWS services used include:
- AWS Lambda for quick-start tasks
- AWS Batch for longer compute workloads
Accelerating with AWS Generative AI Program
The AWS Generative AI Accelerator further boosted Relevance AI’s growth by connecting them with technical experts and fellow founders.
“The greatest benefit has been meeting other startups, seeing their journeys and challenges,” Daniel noted.
Impact and Future Scaling
With AWS support, Relevance AI has scaled rapidly while helping customers augment their teams with AI agents. The company exemplifies how startups can do more with less using cloud infrastructure.
Call to Action: Ready to scale your startup? Build for scale with AWS Activate.
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About the Author

David Chen
AI Startup Analyst
Senior analyst focusing on AI startup ecosystem with 11 years of venture capital and startup analysis experience. Former member of Sequoia Capital AI investment team, now independent analyst writing AI startup and investment analysis articles for Forbes, Harvard Business Review and other publications.