diff --git a/apps/trading-service/scripts/setup-database.sql b/apps/trading-service/scripts/setup-database.sql
new file mode 100644
index 00000000..cb3029b2
--- /dev/null
+++ b/apps/trading-service/scripts/setup-database.sql
@@ -0,0 +1,19 @@
+-- Setup database for Trading service
+
+-- Create database
+CREATE DATABASE aitbc_trading;
+
+-- Create user
+CREATE USER aitbc_trading WITH PASSWORD 'password';
+
+-- Grant privileges
+GRANT ALL PRIVILEGES ON DATABASE aitbc_trading TO aitbc_trading;
+
+-- Connect to the database
+\c aitbc_trading
+
+-- Grant schema privileges
+GRANT ALL ON SCHEMA public TO aitbc_trading;
+
+-- Exit
+\q
diff --git a/apps/trading-service/src/trading_service/main.py b/apps/trading-service/src/trading_service/main.py
index 932071c5..2d7f4574 100644
--- a/apps/trading-service/src/trading_service/main.py
+++ b/apps/trading-service/src/trading_service/main.py
@@ -6,8 +6,9 @@ Manages trading operations
 from contextlib import asynccontextmanager
 from typing import AsyncIterator
 
-from fastapi import FastAPI
+from fastapi import FastAPI, Depends
 from pydantic import BaseModel
+from sqlalchemy.ext.asyncio import AsyncSession
 
 from aitbc import (
     configure_logging,
@@ -18,6 +19,9 @@ from aitbc import (
     ErrorHandlerMiddleware,
 )
 
+from .storage import init_db, get_session
+from .services.trading_service import TradingService
+
 # Configure structured logging
 configure_logging(level="INFO")
 logger = get_logger(__name__)
@@ -27,6 +31,8 @@ logger = get_logger(__name__)
 async def lifespan(app: FastAPI) -> AsyncIterator[None]:
     """Lifecycle events for the Trading Service."""
     logger.info("Starting Trading Service")
+    # Initialize database
+    await init_db()
     yield
     logger.info("Shutting down Trading Service")
 
@@ -67,6 +73,89 @@ async def trading_status() -> dict[str, str]:
     }
 
 
+async def get_trading_service(session: AsyncSession = Depends(get_session)) -> TradingService:
+    """Get trading service instance"""
+    return TradingService(session)
+
+
+@app.get("/v1/trading/requests")
+async def get_requests(
+    status: str | None = None,
+    buyer_agent_id: str | None = None,
+    trade_type: str | None = None,
+    svc: TradingService = Depends(get_trading_service),
+):
+    """Get trade requests"""
+    return svc.list_requests(status=status, buyer_agent_id=buyer_agent_id, trade_type=trade_type)
+
+
+@app.get("/v1/trading/requests/{request_id}")
+async def get_request(
+    request_id: str,
+    svc: TradingService = Depends(get_trading_service),
+):
+    """Get a specific trade request"""
+    return svc.get_request(request_id)
+
+
+@app.post("/v1/trading/requests")
+async def create_request(
+    request_data: dict,
+    svc: TradingService = Depends(get_trading_service),
+):
+    """Create a new trade request"""
+    return svc.create_request(request_data)
+
+
+@app.get("/v1/trading/matches")
+async def get_matches(
+    status: str | None = None,
+    buyer_agent_id: str | None = None,
+    seller_agent_id: str | None = None,
+    svc: TradingService = Depends(get_trading_service),
+):
+    """Get trade matches"""
+    return svc.list_matches(status=status, buyer_agent_id=buyer_agent_id, seller_agent_id=seller_agent_id)
+
+
+@app.post("/v1/trading/matches")
+async def create_match(
+    match_data: dict,
+    svc: TradingService = Depends(get_trading_service),
+):
+    """Create a new trade match"""
+    return svc.create_match(match_data)
+
+
+@app.get("/v1/trading/agreements")
+async def get_agreements(
+    status: str | None = None,
+    buyer_agent_id: str | None = None,
+    seller_agent_id: str | None = None,
+    svc: TradingService = Depends(get_trading_service),
+):
+    """Get trade agreements"""
+    return svc.list_agreements(status=status, buyer_agent_id=buyer_agent_id, seller_agent_id=seller_agent_id)
+
+
+@app.post("/v1/trading/agreements")
+async def create_agreement(
+    agreement_data: dict,
+    svc: TradingService = Depends(get_trading_service),
+):
+    """Create a new trade agreement"""
+    return svc.create_agreement(agreement_data)
+
+
+@app.get("/v1/trading/analytics")
+async def get_analytics(
+    period_type: str = "daily",
+    svc: TradingService = Depends(get_trading_service),
+):
+    """Get trading analytics"""
+    return await svc.get_analytics(period_type=period_type)
+
+
 if __name__ == "__main__":
     import uvicorn
     uvicorn.run(app, host="0.0.0.0", port=8104)
diff --git a/apps/trading-service/src/trading_service/services/__init__.py b/apps/trading-service/src/trading_service/services/__init__.py
new file mode 100644
index 00000000..a3536c84
--- /dev/null
+++ b/apps/trading-service/src/trading_service/services/__init__.py
@@ -0,0 +1,7 @@
+"""
+Trading Service services
+"""
+
+from .trading_service import TradingService
+
+__all__ = ["TradingService"]
diff --git a/apps/trading-service/src/trading_service/services/trading_service.py b/apps/trading-service/src/trading_service/services/trading_service.py
new file mode 100644
index 00000000..318a7bd3
--- /dev/null
+++ b/apps/trading-service/src/trading_service/services/trading_service.py
@@ -0,0 +1,103 @@
+"""
+Trading service for managing trading operations
+"""
+
+from typing import Any
+
+from sqlmodel import Session, select
+
+from ..domain.trading import TradeRequest, TradeMatch, TradeAgreement
+
+
+class TradingService:
+    def __init__(self, session: Session):
+        self.session = session
+
+    def list_requests(
+        self,
+        status: str | None = None,
+        buyer_agent_id: str | None = None,
+        trade_type: str | None = None,
+    ) -> list[TradeRequest]:
+        """List trade requests"""
+        stmt = select(TradeRequest)
+        if status:
+            stmt = stmt.where(TradeRequest.status == status)
+        if buyer_agent_id:
+            stmt = stmt.where(TradeRequest.buyer_agent_id == buyer_agent_id)
+        if trade_type:
+            stmt = stmt.where(TradeRequest.trade_type == trade_type)
+        return list(self.session.execute(stmt).all())
+
+    def get_request(self, request_id: str) -> TradeRequest | None:
+        """Get a specific trade request"""
+        stmt = select(TradeRequest).where(TradeRequest.request_id == request_id)
+        result = self.session.execute(stmt).first()
+        return result[0] if result else None
+
+    def create_request(self, request_data: dict) -> TradeRequest:
+        """Create a new trade request"""
+        request = TradeRequest(**request_data)
+        self.session.add(request)
+        self.session.commit()
+        self.session.refresh(request)
+        return request
+
+    def list_matches(
+        self,
+        status: str | None = None,
+        buyer_agent_id: str | None = None,
+        seller_agent_id: str | None = None,
+    ) -> list[TradeMatch]:
+        """List trade matches"""
+        stmt = select(TradeMatch)
+        if status:
+            stmt = stmt.where(TradeMatch.status == status)
+        if buyer_agent_id:
+            stmt = stmt.where(TradeMatch.buyer_agent_id == buyer_agent_id)
+        if seller_agent_id:
+            stmt = stmt.where(TradeMatch.seller_agent_id == seller_agent_id)
+        return list(self.session.execute(stmt).all())
+
+    def create_match(self, match_data: dict) -> TradeMatch:
+        """Create a new trade match"""
+        match = TradeMatch(**match_data)
+        self.session.add(match)
+        self.session.commit()
+        self.session.refresh(match)
+        return match
+
+    def list_agreements(
+        self,
+        status: str | None = None,
+        buyer_agent_id: str | None = None,
+        seller_agent_id: str | None = None,
+    ) -> list[TradeAgreement]:
+        """List trade agreements"""
+        stmt = select(TradeAgreement)
+        if status:
+            stmt = stmt.where(TradeAgreement.status == status)
+        if buyer_agent_id:
+            stmt = stmt.where(TradeAgreement.buyer_agent_id == buyer_agent_id)
+        if seller_agent_id:
+            stmt = stmt.where(TradeAgreement.seller_agent_id == seller_agent_id)
+        return list(self.session.execute(stmt).all())
+
+    def create_agreement(self, agreement_data: dict) -> TradeAgreement:
+        """Create a new trade agreement"""
+        agreement = TradeAgreement(**agreement_data)
+        self.session.add(agreement)
+        self.session.commit()
+        self.session.refresh(agreement)
+        return agreement
+
+    async def get_analytics(self, period_type: str = "daily") -> dict[str, Any]:
+        """Get trading analytics"""
+        # Placeholder for analytics logic
+        return {
+            "period_type": period_type,
+            "total_trades": 0,
+            "completed_trades": 0,
+            "total_trade_volume": 0.0,
+            "average_trade_value": 0.0,
+        }
diff --git a/apps/trading-service/src/trading_service/storage.py b/apps/trading-service/src/trading_service/storage.py
new file mode 100644
index 00000000..84ace5e3
--- /dev/null
+++ b/apps/trading-service/src/trading_service/storage.py
@@ -0,0 +1,44 @@
+"""
+Database session management for Trading service
+"""
+
+from contextlib import asynccontextmanager
+from typing import AsyncIterator
+
+from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine
+from sqlmodel import SQLModel
+
+from aitbc import get_logger
+
+logger = get_logger(__name__)
+
+# Database URL from environment variable or default
+DATABASE_URL = "postgresql+asyncpg://aitbc_trading:password@localhost:5432/aitbc_trading"
+
+# Create async engine
+engine = create_async_engine(DATABASE_URL, echo=False)
+
+
+async def init_db() -> None:
+    """Initialize database tables"""
+    from .domain.trading import (
+        TradeRequest,
+        TradeMatch,
+        TradeNegotiation,
+        TradeAgreement,
+        TradeSettlement,
+        TradeFeedback,
+        TradingAnalytics,
+    )
+    
+    async with engine.begin() as conn:
+        await conn.run_sync(SQLModel.metadata.create_all)
+    
+    logger.info("Trading service database initialized")
+
+
+@asynccontextmanager
+async def get_session() -> AsyncIterator[AsyncSession]:
+    """Get database session"""
+    async with AsyncSession(engine) as session:
+        yield session