# QumulusAI Provides A Clear Roadmap for Scaling AI Platforms to Thousands of Users

By Qumulusai · Published 2026-02-19 · Updated 2026-06-22 · Professional AV on MarketScale
Canonical: https://www.marketscale.com/industries/pro-av/qumulusai-provides-clear-roadmap-for-scaling-ai-platforms-to-thousands-of-users
Creator hub: QumulusAI

> Infrastructure planning becomes essential when AI platforms need to expand across multiple regions and support exponential user growth

## Key points

- Scaling AI platforms raises questions about expanding and supporting more users.
- Expansion often requires deployments in multiple data centers and regions.
- Mazda Marvasti emphasizes the necessity of having a clear scaling path.

Block Field

Scaling AI platforms can raise questions about how to expand across locations and support higher user volumes. Growth often requires deployments in multiple data centers and regions.

[Mazda Marvasti,](https://www.linkedin.com/in/mazda-marvasti-ph-d-308161/) the CEO of [Amberd](https://amberd.ai/), says having a clear path to scale is what excites him most about the company's current direction. He notes that expanding across different environments would be difficult without a defined plan. Through its work with [QumulusAI](https://www.qumulusai.com/), Amberd now has a clear roadmap for scaling its platform. Marvasti says that the roadmap will support a new line of business in 2026 designed to serve hundreds to thousands of users without performance issues.

> The roadmap will support a new line of business in 2026 designed to serve hundreds to thousands of users without performance issues.
> *— Mazda Marvasti, CEO at Amberd*

Tags: AI scalability, Amberd, Mazda Marvasti, QumulusAI, Scaling AI platforms

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