Applied AI Ecosystem at 638Labs
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 →