Traction & Roadmap
One year of focused development in 2025, 80%+ completed platform launching in 2026
Production Ready
85% of the core platform completed through intensive development in 2025. Finalizing for Q1 2026 beta launch.
Key Metrics
Concrete development completion numbers
Microservices
AI Agents
API Endpoints
Stocks Analyzed
Dashboard Pages
Lines of Code
Development Timeline
2025 Intensive Development → 2026 Market Entry
Research & Planning
- AI trading market research
- Tech stack review & selection
- Architecture draft design
- Business model development
Architecture Design & Core Dev
- Microservices architecture design
- Kong API Gateway setup
- PostgreSQL + TimescaleDB setup
- Apache Pulsar messaging
AI Agents & Data Pipeline
- 10+ AI agent system
- Knowledge Graph (Neo4j)
- EOD analysis pipeline
- Real-time data streaming
Frontend & Integration Testing
- Next.js 15 frontend dev
- 30+ dashboard pages
- Multi-broker integration (KIS)
- Integration testing & QA
Knowledge Intelligence Enhancement
- Pre-startup package funding
- Knowledge Graph RAG enhancement
- Multi-LLM ensemble optimization
- Private beta testing
AI Advisory & Auto-Trading Launch
- AI portfolio rebalancing advisory
- Auto-trading system launch
- AUM acquisition start
- DeepTech startup package
Marketplace & Open Platform
- Strategy marketplace launch
- Open platform ecosystem start
- API partnership expansion
- TIPS program utilization
Consumer Service Launch
- B2C service official launch
- Retail investor expansion
- Mobile app release
- Global stock service preparation
Full Service Launch
- Full domestic stock service launch
- Global stock analysis/investment launch
- Overseas stock trading via Korean brokers
- Integrated portfolio management
Cryptocurrency Service Launch
- Real-time crypto analysis
- Cryptocurrency trading system
- DeFi integration & analysis
- Cross-asset portfolio
All-Asset Integrated Platform
- All asset integrated analysis
- All asset investment/trading
- Global one-stop investment platform
- AI asset allocation automation
Tech Stack Completion
Backend
95%AI/ML
85%Data Pipeline
90%Frontend
80%Infrastructure
90%Knowledge Graph
75%Completed Core Features
List of working features
Real-time Data
- KRX all stocks real-time quotes
- 10,000+ messages/sec processing
- WebSocket real-time streaming
- TimescaleDB time-series storage
AI Analysis
- EOD deep analysis reports
- Multi-LLM ensemble (GPT, Claude, Gemini)
- MoA pattern agent collaboration
- Auto investment opinion generation
Trading
- KIS API order integration
- Portfolio auto-rebalancing
- Risk management system
- Backtesting engine
Infrastructure
- 16 microservices orchestration
- Kong Gateway JWT auth
- Redis caching layer
- 100% Docker containerization
Testing & Validation Status
API Integration Tests
Load Test (10K TPS)
Security Vulnerability Scan
UI/UX Usability Test
Government Funding Plans
Securing stable growth foundation through government support programs
Pre-Startup Package
ApplyingAvg $45K (Max $75K)
Prototype, IP acquisition & commercialization
Early Startup Package (DeepTech)
ApplyingUp to $112K (Avg $97K)
AI/Fintech DeepTech specialized support
- DeepTech: $112K max
- General: $75K max
- 100 companies in 2026
TIPS Program
PlannedUp to $375K + R&D
Tech startup support linked with angel investment
- Year-round (bi-monthly eval)
- VC investment required ($75K-$225K)
- 620 companies in 2026
2026 Target Government Funding
Optimizing funding through multiple programs
Pre/Early Startup + TIPS
2026 Roadmap
From Beta Launch to B2C Service
Knowledge Intelligence
100 Beta / $45K Funding
CurrentAI Advisory & Auto-Trading
$5M AUM / $112K Funding
Marketplace Launch
$20M AUM / $375K TIPS
Consumer Service Launch
$50M AUM / Retail Launch
Looking for Partners to Grow Together in 2026
85% completed platform, proven technology, and clear go-to-market strategy. Now we need investment partners to grow together.