About Marte
Marte Holdings INC is an AI research and development company specializing in symbolic and hybrid AI systems.
We were founded on a simple observation: the industry treats large language models as the answer to every problem. They’re not. Most enterprise challenges — classification, routing, compliance, decision-making — don’t need a billion-parameter model. They need the right kind of intelligence, applied precisely.
Our Research
Our core research focuses on symbolic AI and neurosymbolic architectures — systems that combine deterministic logic with learned patterns to produce outputs that are explainable, auditable, and lightweight enough to run on edge devices.
This research has produced a proprietary library of over 80,000 symbolic algorithms and a growing body of work in hybrid intelligence — where symbolic reasoning and neural networks reinforce each other instead of competing.
Our investigation has consistently confirmed what many enterprises are discovering the hard way: the majority of real-world business problems don’t require an LLM. They require precision.
What We’ve Built
Our R&D has materialized into a platform that puts this research to work:
- The MARTE Orchestrator — a routing layer that analyzes each problem’s complexity, explainability
requirements, and resource constraints, then directs it to the right AI paradigm: symbolic, neurosymbolic, or LLM. No
overpaying for intelligence you don’t need.
Who We Work With
We work with organizations in fintech, insurance, healthcare, legal, and manufacturing — industries where compliance isn’t optional, explainability is a regulatory requirement, and data privacy is non-negotiable. For these organizations, we architect tailor-made AI stacks that combine symbolic, neurosymbolic, and LLM approaches in the exact proportion the use case demands.
Our Principle
Every decision we make as a company comes back to one idea: the right AI for the right problem. Not the trendiest. Not the most expensive. The right one.
That’s what our research exists to prove, and that’s what our platform exists to deliver.
Get in Touch
Start with the AI Diagnoser on our homepage, or reach us directly at info@marteai.com.