What Is an AI Control Plane? Why Every AI Team Needs This Infrastructure Layer
The AI stack is evolving faster than most teams can keep up with. A year ago, the biggest challenge was choosing between GPT-4 and Claude. Today, enterprise AI teams are running five, ten, sometimes fifteen different models across production workflows, and discovering that managing them is a full-time job on its own. That’s where the […]
Multi-Model AI Routing: How to Run GPT-4, Claude, Gemini, and Llama Together Without the Chaos
Every serious AI team faces the same problem eventually. You started with one model, probably GPT-4. Then you added Claude for writing tasks because it was better. Then Gemini for vision. Then, a fine-tuned Llama for your specific domain. And now you have four different API keys, four billing dashboards, four sets of rate limits, […]