Building foundational AI for semantic reasoning
Kacti AI is an AI research and development company. We build structured semantic reasoning for domains where correctness and explainability matter most.
Built by a Founder who's lived inside the problem
Andres Martinez built and architected large-scale AI and enterprise systems at Microsoft, from optimizing the data access layer and compiler of Dynamics 365, to leading AI strategy on the VP/CTO team. He holds multiple patents in enterprise systems, including synthetic data generation, async processing frameworks, and dynamic query optimization.
That work gave him a clear view of where current AI approaches break: they retrieve fragments without understanding structure, they reason over incomplete information without knowing it's incomplete, and they can't tell you what they missed. Kacti AI exists to close that gap.
He started building at 16, founding the leading online platform for track & field athletes in Mexico. Former national champion in the 400m. Same discipline, different race.
Our Purpose
Complex information deserves structured understanding, where every analysis is grounded, every reasoning path is visible, and every conclusion can be explained.
Our core innovation is semantic intelligence: giving AI true structural understanding across complex information. The ability to reason over what's there, detect what's missing, and produce analysis you can inspect and trace.
Our Principles
Clarity Above All
Decisions, systems, and communication should be transparent and easy to understand, from how we design software to how we work with partners and customers.
Correctness Earns Trust
We hold ourselves to a standard where our work must be dependable and efficient. Trust is something we earn through consistent execution, honest systems, and a commitment to doing the right things.
Learning is Continuous
Progress comes from humility, interest, and a willingness to learn from real-world experience. As a company, we improve through reflection, iteration, and by treating feedback as fuel for growth.
Simplify for Ease and Efficiency
Whether we're designing technology, making decisions, or growing the organization, we aim for systems and processes that stay simple, intentional, and scalable over time.
Embrace Creative Thinking and Experimentation
Building what comes next requires imagination, curiosity, and the courage to challenge established assumptions. Creating a new foundation for intelligent systems demands original thinking and the willingness to go beyond what exists today.
Illustration: sammtza