AI is the next big thing in tech, and there's no denying how it is going to reshape the world we live in. With new AI products launching everyday, running these systems can be tricky.
Most of the "Hello, World!" apps do not need to worry about server over-utilisation, storage or even user limits. But it's a different story when you are planning to deploy your product. Here’s what we discovered are the main challenges when building your ALI product:
1. Queuing and load-balancing for your inference servers
2. Prioritisation (let your paid users go first!)
3. Collecting the artefacts and putting them into cost-efficient cloud storage
4. Per-user limits for fair use and enabling monetisation.
Meteron attempts to address these key logistical issues in a single platform. It is an end-to-end solution for using your AI models in production, so you can keep building and innovating your product.
Meteron AI
MotionDock