In Q3 2024, 72% of production RAG pipelines failed to meet p99 latency SLAs for multimodal queries, according to a Datadog survey of 1,200 engineering teams. Most blamed fragmented toolchains for text and image retrieval—until Stable Diffusion 3.0’s embedding API and Llama 4’s 1M-token context window changed the game. This is the definitive guide to building unified multimodal RAG pipelines that c
A website today has two layers that work completely independently of each other. The AI-Ready layer is universal. It makes your site readable for ChatGPT, Perplexity, Claude and Bing Copilot, no matter where the bot comes from. The hosting layer is regional. It decides who gets to touch your data, how fast the site loads for your customers, and which legal jurisdiction your business sits in. We bu