By Large enterprises running data services on AWS eventually hit a hard ceiling. A single centralized AWS account cannot handle the infrastructure load at scale, forcing teams to distribute deployments across multiple accounts and introducing coordination complexity that standard tooling was never designed to handle.
In this interview on TFiR, Julian Fischer, CEO at anynines, walks through how the a9s Hub for AWS was built directly from this real-world enterprise challenge and how it fits within the AWS Well-Architected Framework.
Guest: Julian Fischer, CEO at anynines
Show: TFiR
Here is what every platform engineer and AWS architect needs to know.
Technical Deep Dive
Q: What real-world use cases is a9s Hub for AWS solving that existing tools could not handle?
Julian Fischer, CEO at anynines, explains that the a9s Hub for AWS was built directly from enterprise deployments where organizations using the AWS Well-Architected Framework ran into infrastructure bottlenecks when trying to centralize all data service instances in a single account. As these organizations scaled, centralizing became impossible, forcing them to distribute data service deployments across multiple AWS accounts. Fischer says anynines had to become multi-AWS-account aware to reflect and support that reality.
“We have seen many organizations that use the Well-Architected Framework. Initially we had a bit of different topology in mind. We wanted to centralize all data service instances in one account. But these organizations get so big they can’t do that because they run into infrastructure bottlenecks.” — Julian Fischer, CEO, anynines
Q: Why do large enterprises end up with data services scattered across multiple AWS accounts?
Fischer points to infrastructure bottlenecks as the root cause. When an organization grows large enough, a single AWS account cannot accommodate all data service instances without hitting resource and scaling limits. To continue operating, teams are forced to create multiple separate deployments across different AWS accounts, which produces an architecture that was reactive to scale rather than planned for it.
“They have to create multiple different deployments and therefore scatter their usage across AWS accounts.” — Julian Fischer, CEO, anynines
Q: How does a9s Hub for AWS align with the AWS Well-Architected Framework?
Fischer states that a9s Hub for AWS was designed to be compatible with the AWS Well-Architected Framework, which many large enterprises already use as their architectural standard. Because the tool was derived from real enterprise deployments operating within that framework, the alignment is structural rather than incidental. This means enterprises do not have to choose between following the framework and gaining multi-account data service management capability.
“It’s compatible with the Well-Architected Framework for AWS. A lot of enterprises use it, and we have a tool to make that a pleasure.” — Julian Fischer, CEO, anynines
Q: What does it mean for a data service management tool to be multi-AWS-account aware?
Fischer describes multi-AWS-account awareness as the capability to operate across and manage data service instances that are distributed across more than one AWS account, rather than assuming all instances live in a single centralized location. This was a direct architectural response to how large enterprises actually operate at scale. The a9s Hub for AWS reflects that operational reality and is built to manage the distributed deployment topology enterprises are forced into as they grow.
“We had to become aware of multiple AWS accounts. And that’s basically what a9s Hub for AWS is—it’s a reflection of that real-world use case.” — Julian Fischer, CEO, anynines
Resources & Documentation
- a9s Hub for AWS, multi-account-aware data service management compatible with the AWS Well-Architected Framework
- AWS Well-Architected Framework, architectural best practices for designing and operating reliable, secure, efficient, and cost-effective systems on AWS
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👇 Click to Read Full Raw Transcript
Swapnil Bhartiya: What kind of real world use cases are you seeing? Or would you like to see where Klutch extensions are delivering value that organizations haven’t experienced before?
Julian Fischer: Well, that’s basically what I’ve been talking about. The a9s Hub for AWS is a real world use case. We have seen many organizations that use the well architected framework. Initially we had a bit of different topology in mind. We wanted to centralize all data service instances in one account. But these organizations get so big they can’t do that because they run into infrastructure bottlenecks. They have to create multiple different deployments and therefore scatter their usage across AWS accounts. So we had to become multi AWS account aware. And that’s basically what a9s Hub for AWS is, is the reflection of that real world use case. It’s compatible with the well architected framework for AWS. A lot of enterprises use it, and we have a tool to make that a pleasure.
