Market Intelligence

Event-driven knowledge graph for Indian stocks. Map policies β†’ stocks β†’ price movements. Learn from the market daily.

System Active

πŸ“‹ Pending Tasks

Loading pending tasks...
🌐

Event Chains

Real-time market event intelligence. Auto-scans news every 2 hours to build impact chains.

  • ⚡ Auto news-to-chain pipeline
  • 📊 Multi-level impact cascade
  • 🕑 TTL decay per event type
  • 🤖 AI-powered chain extraction
πŸ•ΈοΈ

Knowledge Graph

Interactive mind map visualization showing how events and policies connect to stocks.

  • View H1B impact on IT stocks
  • See GenAI beneficiaries
  • Explore stock β†’ event connections
  • Double-click nodes to navigate
πŸ“Š

Signal Dashboard

Live view of active trading signals with expiry countdown timers.

  • Company signals (order wins, earnings)
  • Macro event alerts
  • Active predictions
  • Auto-refresh every 30 seconds
πŸ“ˆ

Unusual Movers

Daily detection of stocks with >5% moves from NSE minute data.

  • Detect upper/lower circuits
  • Validate predictions
  • Flag unexplained moves
  • Autonomous learning loop
πŸ“„

Document Upload

Extract insights from brokerage reports using Gemini multimodal AI.

  • PDF and Excel support
  • Auto-detects document type
  • Extracts headwinds/tailwinds
  • Auto-creates knowledge edges
πŸ“…

Earnings Calendar

Track upcoming quarterly results with linked research and signals.

  • Upcoming earnings dates
  • Linked documents per stock
  • Active signals count
  • Key expectations & risks
πŸ—‚οΈ

Document Registry

View all uploaded documents with TTL tracking and resume capability.

  • Filter by type and status
  • TTL-based validity
  • Resume extraction
  • Duplicate detection
🎯

Segments & Sensitivity

Business segment breakdown and news sensitivity analysis.

  • Revenue mix by vertical
  • Expectations gauge (priced-in)
  • News impact calculator
  • Compare NVDA vs INFY vs AMD
πŸ”—

Edge Manager

AI-powered stock-event relationship editor with validation.

  • Add/edit/delete edges
  • AI validation & suggestions
  • Stale edge detection
  • Review scheduling by type
🎯

Prediction Accuracy

Track prediction performance with two-tier accuracy: sector direction + stock alpha.

  • Auto-fetch prices from BigQuery
  • Alpha vs NIFTY IT benchmark
  • Confounding event detection
  • 1h / 4h / 24h horizons
πŸ“š

Knowledge Documents

Centralized JSON documents with business profile, earnings, and edges for each ticker and sector.

  • View/edit ticker & sector docs
  • Version history & rollback
  • Sync edges to BigQuery
πŸ€–

Knowledge Agent

AI-powered agent that reviews and maintains knowledge documents using Gemini.

  • Automated document review
  • Edge validation with context
  • Real-time progress streaming
  • Auto-update from reports
πŸ€–

AI Sector Onboarding

One-call AI-assisted sector setup. Claude-generated blueprints with NSE live data.

  • 4 sectors ready: Banking, Manufacturing, Shipping, Defense
  • Auto-fetch stocks from NSE indices
  • 100+ edges created per sector
  • Bulk approve for light review workflow
βœ…

Stock Onboarding Review

Manual review queue for batch-imported stocks. Approve sector assignments or reassign before adding edges.

  • Review flagged stocks (Hotels, Forest Materials)
  • Approve/reject with one click
  • Change sector before edge creation
  • Bulk approve all pending
πŸ€–

PDF Edge Agent

AI agent that extracts triggers from brokerage PDFs and automatically updates stock edges in BigQuery.

  • Upload PDF or paste URL
  • Gemini extracts triggers & risks
  • Preview before applying
  • One-click BigQuery update

πŸ€– Multi-Agent Stock Analysis System

Agent Control Center

Central dashboard for managing all stock agents. View active agents, sleeping agents, and discovery pipeline.

  • 50 Nifty stock agents
  • Tier-based monitoring
  • Signal generation
  • Event processing

Analyst Agents

Sector and style specialist agents that provide macro views. Banking, IT, Energy analysts + Value, Momentum trading styles.

  • 8 sector specialists
  • 6 style specialists
  • Consultation API
  • Track record scoring

Paper Trading

Test agent signals with virtual money before trusting them. Track performance and graduate agents based on results.

  • β‚Ή10L virtual portfolio
  • Trade execution & P&L
  • 5-level trust system
  • Graduation tracking

Large Cap Grid

Nifty 50 / Next 50 agents in grid view. Monitor status, signals, and performance at a glance.

  • Grid visualization
  • Quick status view
  • Click to detail

Information Flow

Visualize how events propagate through the agent network. External events β†’ Sector analysts β†’ Stock agents β†’ Signals.

  • Event propagation tracking
  • Sector β†’ Stock mapping
  • Simulate external events
  • Debug information flow

Agent Learnings

Track how agents learn from earnings and events. View patterns, reactions, and timeframe specialist insights.

  • Earnings history tracking
  • Event reaction patterns
  • Pattern extraction
  • Timeframe specialist views

Micro Cap Discovery

Opportunity feed for micro/small cap stocks. Discover new trading candidates from scanning pipeline.

  • Discovery pipeline
  • Opportunity scoring
  • Quick onboarding

External Events

View and ingest external alerts. Monitor macro events, policy changes, and global news affecting markets.

  • Event ingestion
  • Impact assessment
  • Route to agents

Agent Signals

All active trading signals from stock agents. View BUY/SELL signals with confidence and timeframe.

  • Live signal feed
  • Filter by timeframe
  • Signal history

Threshold Manager

Configure discovery and position sizing thresholds. Set risk parameters for automated trading.

  • Discovery thresholds
  • Position sizing rules
  • Risk parameters

Debug Dashboard

Event chain debugging and multi-event analysis. Deep dive into how events cascade through the system.

  • Event chain analysis
  • Multi-event impact
  • System debugging

Validated Learnings

Predictions that have been validated against actual outcomes. AI learning patterns from past performance.

  • Validated predictions
  • AI learning patterns
  • Accuracy tracking

πŸ” Review Systems Explained

πŸ€– Knowledge Agent (/agent)

AI reviews markdown DOCUMENTS for tickers/sectors. Updates business profiles, earnings expectations, and validates existing edges using Gemini. Use for deep research.

πŸ”— Edge Manager (/edges)

View/edit stock-trigger EDGES (relationships). Add new connections, validate stale edges, or delete incorrect mappings. Use for fine-tuning the knowledge graph.

βœ… Onboarding Review (/review)

Quick review of BATCH-IMPORTED stocks. Approve sector assignments or reassign before edges are created. Use after running batch_onboard_stocks.py.

API Endpoints

POST /api/query
Natural language queries
GET /api/graph/stock/{ticker}
Stock mind map data
GET /api/graph/event/{trigger}
Event impact map
POST /api/events
Record macro/company events
GET /api/signals/dashboard
Active signals JSON
POST /api/autonomous/run-daily
Daily learning cycle
POST /api/pdf/extract
Extract from brokerage PDF
POST /api/pdf/ingest
Ingest extraction to graph
POST /api/predictions/record
Record prediction with auto price fetch
GET /api/predictions/accuracy
Prediction accuracy stats with alpha
POST /api/sectors/onboard
One-call sector setup + edges
GET /api/sectors/templates
Pre-built sector configs
GET /api/sectors/available-blueprints
AI-generated sector blueprints
POST /api/sectors/onboard-full
Full AI onboarding (one call)