Field notes on AI systems, agents, and the ideas that survive production.
Over the past few years, I have seen many companies struggle with the same uncertainty around AI integration. Almost everyone agrees that AI represents a major transformation. Bringing it into business processes at the right time is now widely treated as a strategic priority.
Read the essay →Over the past few years, I have seen many companies struggle with the same uncertainty around AI integration. Almost everyone agrees that AI represents a major transformation. Bringing it into business processes at the right time is now widely treated as a strategic priority.
A working demo proves almost nothing about production. Here is the gap we see most often at LMXAI, and the engineering that closes it.
A working demo proves almost nothing about production. Here is the gap we see most often at LMXAI, and the engineering that closes it.
Open research note →