We think most AI implementations fail because companies treat it like magic instead of engineering. AI is a tool. It needs architecture, testing, and maintenance like any other system. We build it that way.

Sebastian Mondragon founded Particula Tech in 2023 because most AI projects never make it to production. They get stuck in proof-of-concept or break under real traffic. We built the company to fix that—deploying AI systems that handle real users and real edge cases.

We're honest about when to use AI and when not to. Sometimes the best answer is "don't use AI for this." We only take on projects where we've identified a specific problem AI solves better than alternatives. When we build something, it ships and stays shipped.