Business Use Cases

This section shows how AVELIN's 3 pillars (AI Lab, Cloud Token Factory, Enterprise Platform) and Cross-Model MoE technology work together in real business workflows.

AVELIN-GPT, AVELIN-API, AVELIN-MCP, and Y-RAY coordinate across these pillars to deliver measurable business outcomes:

  • Intelligence up to 85% cheaper than premium single-model services
  • Coding up to 86% cheaper through optimized cascading
  • Agentic up to 87% cheaper by selecting the right intelligence tier

Use Cases

Outcome Focus

Every use case includes:

  • business objective
  • involved products and modules
  • end-to-end workflow
  • measurable value indicators
  • governance and reliability controls

Frequently asked questions

What are the docs use cases?

Worked workflows for executive briefings, productivity automation, sales account intelligence and service support, each with the tiers it uses and what to count.

Where are the industry use cases?

On the website, grouped by industry, with eight priced workloads and fifty scenarios.

Are these customer stories?

No. They are scenarios that show how the products could be used.

How do I test a use case on my workload?

Request a POC. It runs the Decision Layer beside your current setup and reports the cost per task.