Wasyra AI Systems

Five stages for moving from idea to operable agent: use case, data, permissions, evaluation, deployment, and continuous improvement.

Model Context Protocol went from experiment to de-facto standard in twelve months. Why Gartner expects 40% of enterprise apps to use it by end of 2026.

Sub-billion models now handle daily work on mobile. Latency, privacy, and cost justify the move. But memory bandwidth is still the ceiling.

GPT-4o answers audio in 232 ms, Gemini Live processes live video. The question isn't whether your product can be multimodal, but whether it needs to be — and how to charge for it.

A copilot is adopted only when the user understands what it knows, what it does not know, and when they should intervene.