Skip to content
638Labs
Blog

Integration Introduction

638Labs.com is your gateway to discovering, managing, and integrating the world’s leading AI models, agents, and datasources. Our mission is to build the most comprehensive AI-native registry platform — a start, end, and central hub for developers building intelligent applications

We currently offer:

  • AI Registry Services - Register your AI models, agents, or knowledgebases — privately or publicly. It’s free to list and built specifically for AI-native development and discovery.

  • AI Gateway Routing (Early access) - Secure and simplify your AI infrastructure. Handle versioning, access control, and compatibility with OpenAI-style payloads — all while keeping your backend hidden.

  • AI Registry Discovery (Early access) - Find and deploy from your system admin available AI agents, models, or datasources. Search a your own library of available endpoints.

  • AI Endpoint Marketplace (In private testing) - Find and deploy the right AI agent, model, or datasource — instantly. Search a growing library of hosted, ready-to-use endpoints.

Core 638Labs Native Integrations

638Labs sits at the center of an applied AI ecosystem — a modular architecture for routing, deploying, and scaling live AI endpoints.

This post introduces how three core AI systems service come together to act as components as part of an AI pipeline — 638Labs, NeuralDreams, and TensorTensor — work together to power production-grade AI services.

We will integrate with more core services in the future, however, they must provide something that is at least 50% not offered by any other service we integrate with.

Applied AI Ecosystem

638Labs

The central routing layer — a secure, OpenAI-compatible registry and gateway for live AI models, agents, and data services.

Explore Docs →

NeuralDreams

AI data brokerage and vector-ready APIs for search, retrieval, and classification. Available through 638Labs or direct enterprise integration.

Visit NeuralDreams →

TensorTensor

Batch inference and large-scale pipelines for LLMs, agents, and AI workflows. Use via 638Labs or deploy directly for enterprise workloads.

Visit TensorTensor →