The startup offers an artificial intelligence platform that enhances the operation and management of graphics processing unit infrastructure. By facilitating collaboration among AI modelers, IT engineers, and administrators, the platform simplifies resource management for AI development, making it accessible for companies to optimize their infrastructure.
Funding
$2.3M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
Founders
Product
Problem
Managing GPU resources for AI development and operations is complex, often leading to inefficient utilization and increased costs. AI modelers, IT engineers, and administrators face challenges in collaborating and optimizing GPU infrastructure for AI workloads.
Solution
TEN Inc. offers a suite of MLOps tools designed to streamline AI development and operations by optimizing GPU resource management. The AI Pub suite, built on the Coaster container platform, enables efficient allocation, monitoring, and management of GPU resources. AI Pub Dev supports AI development and training, while AI Pub Ops facilitates AI service deployment and management. The platform provides a user-friendly web UI, allowing both developers and non-developers to easily manage AI infrastructure and services.
Target Audience
The primary audience includes AI modelers, IT engineers, and administrators in organizations that require efficient management and optimization of GPU resources for AI development and operations.
Features
- **Coaster Container Platform:** Extends Kubernetes to enhance GPU and container control.
- **AI Pub Dev:**
- Manages GPU infrastructure resources for AI development and training.
- Supports workload creation and management using containerized development environments.
- Enables resource allocation, monitoring, and usage tracking.
- Allows prioritization of resource allocation queues and scheduler management.
- Facilitates fine-grained resource management with MIG (Multi-Instance GPU) support.
- **AI Pub Ops:**
- Manages resources and operations for AI service deployment.
- Provides a web UI for service creation, deployment, and updates.
- Offers features such as rolling updates, scaling, load balancing, and failover.
- Integrates with NetApp Astra for data management, backup, and migration.
- Utilizes NeuVector for security scanning and vulnerability detection.
- **GPU Resource Management:**
- Divides a single GPU into multiple blocks for efficient resource allocation.
- Monitors GPU resource status and utilization in real-time.
- Sets resource usage limits per user account.