From Idea to
Deployable AI
3–7 Days.
Vertical Decision AI.
Explainable · Traceable · Auditable
See Real Demos ↗
No Task-Specific Training
−99.6%
Fewer Expert & Engineer Hours
vs. training-based methods
Our Average AI Accuracy
95.3%
Higher Accuracy
vs. training-based methods
Development Cost Plunges
−99.8%
Drastically Lower Cost
vs. training-based methods
Three tiers of AI agents · for one project
Auto-orchestratedHuman in the loop
01
ROLE AGENTS
Designed around four specialized AI roles, reviewed by experts.
Product
Manager
↔Manager
Project
Manager
↔Manager
Researcher
↔Software
Engineer
Engineer
02
FUNCTIONAL AGENTS
Four capability categories, not necessarily four independent models.
Observe
↔Communicate
↔Reason
↔Act
03
AI ALGORITHM AGENTS
Powered by SOMR Engine: four decision methods for reliable and robust solutions.
Simulation
Optimization
Machine
Learning
Learning
Rule-based
Reasoning
Reasoning
Beyond vibe coding. Real products.
Maritime is our first showcase industry. More industries are coming.
™
®


