Author
Leonardo J. Ramirez
Co-founder & CEO
Staff full-stack engineer and AI/ML technical lead before he was a founder. Builds AI systems inside environments that do not hand you clean data, a clear brief, or spare time — law enforcement, aerospace, defense, and complex enterprise.
An Army officer before he was an engineer, which is most of how he reads an unfamiliar organization quickly. He served to Captain across three specialties — Engineer, then Signal supporting Space and Missile Defense, then Cyber Warfare running defensive operations at the national level.
Outside the work he tracks where technology is heading rather than where it is, writes and publishes what he learns, and mentors engineers from first job through principal. The instinct is entrepreneurial: find the problem worth solving, then find the way through that nobody has tried yet.
Posts by Leonardo
- Production AI
The pilot trap: why we start with a production workflow
AI pilots are useful for testing an idea, but many never become systems people use. We start with a small, well-defined workflow and build it with the requirements of production in mind.
- Production AI
The AI ROI problem: what AI really costs
AI budgets often cover licenses and development but miss the work of integrating, maintaining and using the technology. Knowing the full cost is how you tell whether an investment will pay off.
Start with the opportunity
Bring us the opportunity.
We’ll help determine whether it is worth funding and what it will take.