Co-created by Inno Digital Biz · Powered by CKN Platform
RUBIX transforms SCG International’s single chatbot into an enterprise-grade AI Super App. It unifies Sales, Trade, Risk, Knowledge, and Workflow into one extensible platform – built on microservices, LangGraph agents, and secure multi-tenant architecture.
RUBIX is SCG International’s next-generation AI platform – evolving from a single chatbot into a unified Super App that supports multiple business domains and partners across regions.
SCG International operates multiple business lines, geographies, and data sources. Existing chatbot solution could not scale to new use cases, channels, or enterprise-grade integrations.
Inno Digital Biz, under CKN Corporation, designs the To-Be architecture, builds the microservices and LangGraph runtime, and supports the migration roadmap in close collaboration with SCG International teams.
RUBIX is designed as an AI-native platform: a Next.js Super App frontend powered by a microservice backend (ID-SVC, CTX-SVC, AGENT-SVC, KNOW-SVC, VSTORE-SVC, INT-SVC, and more), orchestrated through LangGraph-based agents and event-driven workflows.
Next.js App Shell hosting multiple RUBIX Apps such as Sales Copilot, Trade Data Explorer, Internal Knowledge Hub, and Workflow Assistant.
AGENT-SVC runs LangGraph flows that combine LLMs, tools, and RAG pipelines for deterministic, auditable AI behavior.
INT-SVC, KNOW-SVC, and VSTORE-SVC connect RUBIX to SAP, trade data sources, company profile, sanctions, and multi-tenant knowledge bases.
*Diagram is conceptual. Actual implementation follows SCG security & governance standards.
The roadmap minimizes risk by building a new foundation in parallel, then gradually migrating features from the legacy chatbot into the RUBIX platform.
Target architecture, service taxonomy, data & security design, delivery plan.
Super App shell, identity, context, LangGraph runtime, observability baseline.
Move existing chatbot journeys into new services & UI, no downtime.
Launch Sales Copilot, Trade Data Explorer, Knowledge Hub, and Workflow apps.
Deep integrations, ecosystem enablement, gradual retirement of legacy chatbot.
RUBIX is co-created with SCG International, but the same architecture and patterns can be tailored for other enterprises. Talk with Inno Digital Biz to design your own AI Super App.