It takes a decade to train a single human expert. In today’s AI-driven world, no enterprise can afford to be second best.
Turn domain knowledge into action — deploy AI agents now.
Specialized AI
for the Real-World
Accelerate specialized AI agents, powered by DAS, to understand and act in complex industrial environments.
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Why Specialized AI?
AI for complex industrial environments.
Built to deliver immediate impact.
Human Experts
Time it takes a human to gain deep domain expertise
-
Sensor data interpretation
-
Blueprint reading
-
Standard operating procedures(SOP) learning
-
Tools and equipment proficiency
-
Field experience
10 Years
VS
Specialized AI
Time for AI to acquire domain expertise — and outperform humans
-
General AI
- Domain-Adaptive Specialization(DAS)
-
Vertical AI agent
10 Hours
Multimodal learning.
Real-time decision-making.
Domain-specific intelligence.
What is DAS?
MakinaRocks’
Domain-Adaptive Specialization
From multimodal data to domain expertise — MakinaRocks’ DAS enables AI agents to understand and act across industrial operations through its modular AI technology framework.
Technology Layers of DAS
1. Behavior Guiding
Reliable decision-making
with AI
Outputs verified against expert standards to deliver explainable, dependable decisions in fast-changing environments.
Key Technologies
- Creativity Control
- Explainable LLM
- Quality Control (QC) Agent
2. Agent Learning
AI agents
with domain expertise
Agents trained with RL, LLM, and MV to master domain knowledge and execute with precision.
Key Technologies
- Dynamic Reward RL
- Agent Flow
- Hybrid Machine Vision Modeling
3. World Modeling
Real-World AI
for the frontline
Digital simulation and structured knowledge frameworks equip AI to grasp the logic and physical dynamics of real-world operations — at scale.
Key Technologies
- Feature-wise Attention
- Meta Filtering
- Semantic Image Decomposition
