We transform enterprise data assets into executable intelligence We deliver Intelligent Enterprise Applications
SoA—System of Action
AI Agents
Coordinates multiple AI agents, manages complex workflows, and ensures collaboration across all business functions.
Sales Agent
Instant customer responses, quote generation, and product recommendations
Marketing Agent
Automated audience segmentation and campaign analytics
Procurement Agent
Supplier data analysis and automated approvals
Finance Agent
Invoice validation, reconciliation, and Al forecasting
HR Agent
Hiring screening, learning plans, and performance analytics
Operations Agent
Production monitoring and resource allocation optimization
Supply Chain Agent
Demand prediction and multi-tier supplier coordination
Customer Service Agent
Inquiry handling, ticket classification, and satisfaction prediction
Compliance Agent
Contract review, regulation tracking, and anomaly detection
After-sales Agent
Product design iteration and PLM process optimization
OTT (Over the Top)
No Rip-and-Replace RequiredNo disruption to existing systems
Product Capabilities
OTT Overlay Architecture
Visual No-Code Engine
Pre-built AI services
Market Value
Keep Business Running, Add AI on Top
No disruption to existing systems. No rip-and-replace.
Accelerated Time-to-Value
From months to weeks. Shift resources from maintenance to innovation.
AI Out-of-the-Box
Pre-built Al-decisioning, automation, natural language interaction.
SoE
—System of Execution
From "Static Suites" to "Dynamic Reassembly" — Enabling Autonomous Business.
Intelligent Enterprise Applications
Intelligent Applications are dynamically reassembled to fulfill any enterprise demand, powered by a Generator that deconstructs core business modules—such as Sales, Finance, and Production—into AI-injected iPBCs.
Intelligent Applications Generator
Orchestrated by Knowledge Graph
Procurement
Material
Sales
Production
Finance
Warehousing
R&D
AI
Natural Language Semantic Layer (as the Base)
»
Intelligent Applications
Intelligent Resource Management Applications
Industrial Intelligent Applications
Intelligent ...
Core Values of Intelligent Applications
01THE PARADIGM SHIFT
Beyond Pre-defined Systems: Software as a Fluid Asset
Unbinding business from the constraints of "pre-defined systems." Deconstructing monolithic architecture into 2,000+ AI-injected iPBCs across R&D, Production, Supply Chain, Sales, and Service. Transforming rigid logic into digital building blocks for a truly Autonomous Business.
02GENERATIVE AGILITY
Intent-Driven: Empowering Business with Generative Agility
Replacing the friction of "building from scratch" with generative orchestration. From inventory forecasting to cross-system decision-making, SoE reassembles existing iPBCs into executable, evolving applications in real-time. Innovation is no longer confined by system boundaries—only by business imagination.
03STRATEGIC IMPACT
Ending Siloed Construction: An Engine for Compounding
Converting one-time IT expenses into reusable strategic assets. By moving away from the "deploy and depreciate" model, every application built with SoE strengthens a compounding iPBC library. Today's business-aligned solution becomes the enduring bedrock for tomorrow's innovation.
AI FOUNDATION
Connecting Data
Product Capabilities
Database Schemas, App DB Connection Configs, Vendor API Documentation
App Source Code, Vendor Info, SQL in Reports, and SQL in Plan Cache
Raw Application Data and Process Mining Results
USL (Unified Semantic Layer)
Centralized engine decoupling metrics from databases, building a Data Fabric SSOT that defines logic once and deploys it across BI, AI & applications.
Product Capabilities
Universal Downstream Consumption
Headless BI
DW Model & ETL
Enterprise Business Semantics Engine (Ontology & Knowledge Graph)