ONE PLATFORM
From scattered Agents to one unified platform
Consolidate Agents built and managed separately by each department onto a single platform to reduce redundant development and maintenance costs.
Products
NUBISON Agent Platform
NUBISON Agent Platform unifies the creation, management, operation, and evolution of Agents on a single platform,
and guarantees safe autonomous operation with triple governance of approval, audit, and permission.
As AI Agents grow,
operational complexity grows with them
When AI Agents run separately by department and use case, efficiency gets fragmented and operational complexity increases.
01
Fragmented Agent Operations
Challenge
- Individual Agents operated per department and function drive up redundant development and maintenance costs.
NUBICORE Solution
- Unify creation, management, and operation of Agents on a single platform
02
Difficulty in Control and Management
Challenge
- It is difficult to holistically manage Agent operations and data access history.
NUBICORE Solution
- Operate Agents with clear type distinctions by use case (task, analysis, physical)
03
Absence of Continuous Improvement
Challenge
- Without systematic feedback from execution results, improvements to Agent performance are delayed.
NUBICORE Solution
- A structure in which Agents self-evolve through feedback loops
What matters more than the number of AI Agents is
systematic operation and governance.
The decisive difference
NUBICORE makes
3 AGENT TYPES
Three types by role and risk level
Divided into Task Automation, Analysis & Decision Support, and Field Control, applying different connection targets and control levels per type.
SKILL REUSE
Rapid assembly with reusable Skills
Manage Tool, API, and function-level Skills as a catalog, then combine them to rapidly build new task-oriented Agents.
FEEDBACK LOOP
Agents that evolve themselves through operation
Analyze execution results, errors, and latency to continuously optimize prompts, Skills, and operational parameters.
3-LAYER GOVERNANCE
Triple governance: Approval · Audit · Permission
High-risk actions execute only after administrator approval, every action is logged, and permissions are separated by role.
SHARED DATA FOUNDATION
All Agents on the same data foundation
The three Agent types do different work, but they stand on the same ground. NUBISON Datalake serves as the single data foundation.
Impact proven by the numbers
Routine Task Time
60%
Routine task time reduced
Document & report automation
Analysis Productivity
3x
Analysis productivity boost
AI-powered prediction & analysis acceleration
Autonomous Operation
24/7
24-hour continuous operation
Schedule/trigger-based autonomous execution
Audit Trail
100%
Full audit traceability
Every Agent action recorded
Unified management across
the entire Agent lifecycle
Perform every stage — creation, management, operation, and evolution — on a single platform.
- 01 · CREATE
Create
Combine Skills, Tools, and data sources to rapidly configure Agents for diverse business purposes.
- 02 · MANAGE
Manage
Centrally manage permissions, budgets, access policies, and versions.
- 03 · OPERATE
Operate
Automate Agent execution, monitoring, and incident response for a stable operating environment.
- 04 · EVOLVE
Evolve
Continuously analyze execution results to optimize Agent performance.
A dual management system
for efficient Agent operations
Split functions into reusable Skills, and compose Agents by combining Skills.
Skill Management
Systematically manage reusable functional assets
rag.search v2.1ml.predict v1.4iot.control v3.0doc.template v1.2mail.draft v1.0
- Catalog Skills at Tool / API / function level
- Track versions and compatibility
- Restrict access roles per Skill
- Analyze which Skills are called and how often
Agent Management
Configure and operate Skill-based Agents
SkillPromptData SourceScheduleTriggerManual Run
- Connect Skill + Prompt + Data Source
- Swap or tune components on performance degradation
- Unified schedule / trigger / manual execution
- Real-time tracking of execution status / cost / results
3-Layer Governance
Secure governance and
Secure governance and
proven operational impact
Ensure safe autonomous operation with triple governance: Approval · Audit · Permission.
Approval Workflow
Human-in-the-Loop Approval
- High-risk actions execute only after administrator approval
- Policy-driven approvers, wait times, and approval conditions
- Mandatory for physical Agent control commands
- Configurable auto-approval rules for emergencies
# Approval policy (example)
risk: high
approver: Production Lead
timeout: 10m → reject
emergency: temp > 90 → auto
Audit & Traceability
Audit Trail Logging
- Chronologically log every Agent action
- Trace inputs, inferences, outputs, and invoked Skills in full
- Immediately usable for compliance and incident root-cause analysis
- Immutable log storage
# Audit log (example)
14:02 input temp 82.4 °C
14:02 skill ml.anomaly_rca
14:03 output coolant +15%
14:05 approve Production Lead
Role-Based Access
RBAC Permission Management
- Separate Agent creation, execution, and modification permissions by role
- Limit access scope to Skills, data, and systems
- Isolation by department and project
- Secure management of external system integration credentials
# Role-based permissions (example)
Create Execute Modify
Admin ✓ ✓ ✓
Operator ─ ✓ ✓
User ─ ✓ ─
AI Agent autonomy must be built on systematic governance.
The triple structure of Approval · Audit · Permission guarantees safe operation.