Innovation
AI-Native from Day One
Not AI-added, but AI-built from the core
HubSwitch is designed with Multi-Agent Ecosystem System (MAES) that makes every operation automated and intelligent
Numbers That Speak
10,728
Knowledge chunks serving users
208ms
p95 response time
15
Systems sharing one knowledge base
Innovation Pillars
Technologies that make the difference
MAES
Multi-Agent Ecosystem System
Multiple AI Agents working together autonomously, from CMO Agent for marketing to DevOps Agent for infrastructure
- Autonomous task execution
- Multi-agent coordination
- Human-in-the-loop approval
GPR/PIM
Global Product Registry
A product registry that brings manufacturers' catalogues into one catalogue you can search.
- Unified product catalog
- Canonical product registry
- Automatic categorization
TH/EN/JA
Languages
Super App
Ecosystem Architecture
HubPro and VIMS connect one clinic at a time, when the vendor approves; HubPro Customer connects to a clinic or shop by invitation link.
- Unified authentication
- Real-time data sync
- Cross-platform workflows
10,728
Knowledge chunks serving users
8ms
p50 latency (measured 2026-09-07)
208ms
p95 latency (measured 2026-09-07)
Technology Stack
Technologies we use to build HubSwitch
Frontend
NE
Next.js 14
React framework with App Router
RE
React 18
UI component library
TY
TypeScript
Type-safe JavaScript
TA
Tailwind CSS
Utility-first CSS framework
FR
Framer Motion
Animation library
Backend
NO
Node.js
JavaScript runtime
CL
Cloud Run
Serverless containers
CL
Cloud Functions
Serverless functions
PU
Pub/Sub
Event-driven messaging
Database
FI
Firestore
NoSQL document database
RE
Redis
In-memory caching
BI
BigQuery
Analytics data warehouse
AI & ML
AN
Anthropic Claude
AI agents & chatbot
OP
OpenAI
Embeddings & search
VE
Vertex AI
ML platform
DevOps
GI
GitHub Actions
CI/CD pipelines
CL
Cloud Build
Container builds
TE
Terraform
Infrastructure as Code
DO
Docker
Containerization
Monitoring
CL
Cloud Monitoring
Metrics & dashboards
CL
Cloud Logging
Centralized logging
ER
Error Reporting
Error tracking
Ready to Experience Innovation?
Start using HubSwitch today or schedule an in-depth demo