Transition of
AI/ML models to
Foundation Models
Customization of
enterprise-ready
domain-specific FM
FM orchestration
for inference
optimization
FMOps for scalable
transition and
value-driven operation
MOTIVATION
Managing individual models is becoming impossible
Every model demands separate tuning and maintenance
Legacy systems struggle to scale across task and domains
Your AI is scaling, but are you ready for model sprawl?
MOTIVATION
Managing individual models is impossible
Every model demands tuning and maintenance
Legacy systems cannot scale across domains
Your AI scales. Ready for model sprawl?
SOLUTION
Transform scattered AI/ML models into FM operations
Leverage FM and PEFT for lighter and scalable adaptation
Reuse intelligence across domains and engineering workflows
Move from model-by-model management to FMOps
Transform AI/ML models into FM operations
Leverage FM and PEFT for scalable adaptation
Reuse intelligence across workflows
Move from model-by-model to FMOps
SCAFFOLDING
Embed domain knowledge into FM inference
Analyze operational context before prediction begins
Guide AI with expert logic, constraints, and system signals
Build AI that understands how your system works
Embed domain knowledge into FM inference
Analyze operational context before prediction
Guide AI with expert logic and system signals
Build AI that understands your system
HARNESSING
Constrain reasoning with domain-aware guardrails
Ground FMs in physics and process constraints
Keep predictions aligned with real-world conditions
Steer decisions before signals become obvious
Constrain reasoning with domain guardrails
Ground FMs in physics and process constraints
Align predictions with real-world conditions
Steer decisions before signals become obvious
TREATMENT
Move beyond checking numbers on dashboards
Receive reports that explain what happened and why
See recommended actions for improvement
The best assistant behind your final decision
Move beyond checking numbers on dashboards
Get reports explaining what happened and why
See recommended actions for improvement
The best assistant behind your final decision
Joining the Sovereign AI Foundation Model Project
Industrial operations optimization powered by independently developed foundation models
Jun 10, 2026
POSCO BPED Operational System Development (ONGOING)
Widely running retraining impact tests to optimize model performance
Since 2025
Nine ML/AIOps-related Patents Registered in 2025
Relentlessly advancing IP strategy to drive future growth
Dec 31, 2025
Joining the Sovereign AI Foundation Model Project
Industrial operations optimization by independently developed foundation models
Jun 10, 2026
POSCO BPED Operational System Development (ONGOING)
Widely running retraining impact tests to optimize model performance
Since 2025
Nine ML/AIOps-related Patents Registered in 2025
Relentlessly advancing IP strategy to drive future growth
Dec 31, 2025
LG U+ Voice Phishing Detection Model (OPTIMIZED)
Running wide-scale tests to measure retraining impacts
May 31, 2025