Jungle Grid

Jungle Grid provides an execution layer for agentic AI workloads, enabling developers and AI agents to submit inference, image generation, batch, training, fine-tuning, and containerized AI jobs through an API or MCP server. It manages routing, execution, logs, recovery, artifacts, and lifecycle tracking, removing the need for manual GPU provisioning and infrastructure management. This platform is designed for AI developers and teams to run production workloads efficiently without managing GPU servers directly.

Who is it for?

AI developers, AI teams, and companies running production AI workloads

Problem

AI products require running complex workloads beyond single model calls, including inference, image generation, batch jobs, training, and containers. Managing GPU infrastructure, provider dashboards, and retry logic is complex and error-prone for developers.

Solution

Jungle Grid provides a unified API and MCP server that accepts AI workloads, automatically routes them to suitable compute capacity, manages execution lifecycle, logs, retries, and returns outputs and artifacts, abstracting away infrastructure complexity.

What makes it unique

• Unified execution layer for both AI agents and applications
• Automatic routing and failover across multiple GPU providers
• Built-in lifecycle tracking, logs, and artifact management
• Rex diagnostic agent for workload error diagnosis and planned automated recovery

• API and MCP interfaces

  Submit and track AI jobs via REST API or MCP server for agents.

  01
• Automatic routing

  Routes workloads to available GPU capacity across providers.

  02
• Lifecycle tracking

  Tracks job status from queued to completed or failed with logs and artifacts.

  03
• Infrastructure retries and failover

  Handles provider health and recovery without exposing infrastructure details.

  04
• Rex diagnostic agent

  Diagnoses workload errors and plans automated recovery (planned features).

  05
• Usage-based compute billing

  Compute usage is billed separately from platform subscription plans.

  06

Business model

SAAS

Audience

B2B

Platforms

web · api · cli

Pricing model

freemium

Value proposition

Jungle Grid offers a stable, API-first execution layer that handles AI workload routing, execution, and lifecycle management, freeing developers from managing GPU infrastructure.

Metadata

OOpen Graph

Other

PostHogReact

UI framework

Tailwind CSS

UI library

Lucide

Web framework

Next.js

Web server

Nginx1.24.0