15+ years building
Production systems, not prototypes
Products, backend systems, and AI infrastructure built to operate in real conditions with real users.
The person behind the standard
Luis Armando Medina
Founder of HechoX
I build AI systems, products, and infrastructure to solve real work. I am not interested in technology as spectacle. I care when it helps unblock operations and deliver outcomes.
For more than 15 years, I have worked across product, engineering, and execution. That mix is the foundation behind the standard at HechoX.
Big-tech level rigor
Experience shaped in demanding environments
Experience across startups, owned products, and engineering roles inside a top-tier global technology company.
AI applied to real work
Execution over spectacle
LLMs, RAG, agents, and automation used to solve operational bottlenecks, not to create noise.
I do not sell hype. I build systems that work.
My work sits where product, engineering, and execution meet. That includes backend systems, cloud infrastructure, LLM orchestration, RAG pipelines, and agent-based workflows. But the difference is not just the technology. It is the judgment behind what to build, how to operate it, and how to make it work in real conditions.
Experience shaped in demanding environments
I have built digital products, backend systems, and technical infrastructure for startups, owned products, and teams operating with world-class engineering standards. That path combines AI engineering, systems architecture, technical leadership, and a constant obsession with the quality of the final outcome.
Real work, not demos
I have designed and delivered solutions for operational automation, municipal platforms, AI systems for search, classification, support, analytics, and internal decision workflows. My focus has not been experimentation for its own sake. It has been turning AI into something useful, stable, and actionable.
How I work
Judgment before hype
Technology is only useful when it solves a real problem with the right level of complexity.
Speed with responsibility
Moving fast matters. Owning the outcome matters more.
Systems that hold up
The standard is not a nice demo. The standard is a system that works under real pressure.
World class quality
Product, engineering, design, and delivery should feel precise, clear, and intentional.
Why HechoX exists
HechoX
HechoX comes from a real frustration. Too many companies are stuck between consulting that diagnoses but does not execute, software that the client still has to operate alone, and manual processes that consume time, money, and attention. HechoX exists to offer a better alternative. AI not as spectacle, but as infrastructure to execute real operational work with judgment and responsibility.
My commitment
We build with judgment, execute with responsibility, and deliver at a world-class standard. We do not promise what we cannot sustain. We prefer clarity over exaggeration, and real outcomes over empty narrative.
Trajectory
Credentials
A trajectory shaped by product, engineering, applied AI, and a constant obsession with delivering work that holds up.
Today
HechoX
Building an AI-native company focused on real operational work, with a serious standard for product and execution.
15+ years
Product, engineering, and systems
A path built around digital products, backend systems, and technical infrastructure in demanding environments.
Big tech and startups
Rigor and speed
Experience inside a top-tier global technology company and in building owned products with a bias toward real delivery.
Credentials
If you have a complex process, let's talk.
If your operation depends on manual work, repetitive decisions, or workflows that consume too much time, HechoX can help turn that problem into an executable system.