diff --git a/.gitignore b/.gitignore
index 84920f9..975657e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,4 @@
 __pycache__
 /drcr/config.py
-/mydata
-/scripts
+/instance
 /venv
-*.db
diff --git a/drcr/database.py b/drcr/database.py
index 251ab4c..60c844a 100644
--- a/drcr/database.py
+++ b/drcr/database.py
@@ -14,17 +14,6 @@
 #   You should have received a copy of the GNU Affero General Public License
 #   along with this program.  If not, see <https://www.gnu.org/licenses/>.
 
-from sqlalchemy import create_engine
-from sqlalchemy.orm import scoped_session, sessionmaker
-from sqlalchemy.ext.declarative import declarative_base
+from flask_sqlalchemy import SQLAlchemy
 
-engine = create_engine('sqlite:///drcr.db')
-db_session = scoped_session(sessionmaker(autocommit=False, autoflush=False, bind=engine))
-Base = declarative_base()
-Base.query = db_session.query_property()
-
-def init_db():
-	from .general_journal import models
-	from .statements import models
-	
-	Base.metadata.create_all(bind=engine)
+db = SQLAlchemy()
diff --git a/drcr/general_journal/models.py b/drcr/general_journal/models.py
index 359216f..33fb528 100644
--- a/drcr/general_journal/models.py
+++ b/drcr/general_journal/models.py
@@ -14,48 +14,45 @@
 #   You should have received a copy of the GNU Affero General Public License
 #   along with this program.  If not, see <https://www.gnu.org/licenses/>.
 
-from sqlalchemy import Column, DateTime, ForeignKey, Integer, String
-from sqlalchemy.orm import relationship
-
-from ..database import Base
+from ..database import db
 from ..models import Amount, Posting, Transaction
 
-class GeneralJournalTransaction(Base, Transaction):
+class GeneralJournalTransaction(db.Model, Transaction):
 	__tablename__ = 'general_journal_transactions'
 	
-	id = Column(Integer, primary_key=True)
+	id = db.Column(db.Integer, primary_key=True)
 	
-	dt = Column(DateTime)
-	description = Column(String)
+	dt = db.Column(db.DateTime)
+	description = db.Column(db.String)
 	
-	postings = relationship('GeneralJournalPosting', back_populates='transaction', cascade='all, delete-orphan')
+	postings = db.relationship('GeneralJournalPosting', back_populates='transaction', cascade='all, delete-orphan')
 
-class GeneralJournalPosting(Base, Posting):
+class GeneralJournalPosting(db.Model, Posting):
 	__tablename__ = 'general_journal_postings'
 	
-	id = Column(Integer, primary_key=True)
-	transaction_id = Column(Integer, ForeignKey('general_journal_transactions.id'))
+	id = db.Column(db.Integer, primary_key=True)
+	transaction_id = db.Column(db.Integer, db.ForeignKey('general_journal_transactions.id'))
 	
-	description = Column(String)
-	account = Column(String)
-	quantity = Column(Integer)
-	commodity = Column(String)
+	description = db.Column(db.String)
+	account = db.Column(db.String)
+	quantity = db.Column(db.Integer)
+	commodity = db.Column(db.String)
 	
-	transaction = relationship('GeneralJournalTransaction', back_populates='postings')
+	transaction = db.relationship('GeneralJournalTransaction', back_populates='postings')
 	
 	def amount(self):
 		return Amount(self.quantity, self.commodity)
 
-class BalanceAssertion(Base):
+class BalanceAssertion(db.Model):
 	__tablename__ = 'balance_assertions'
 	
-	id = Column(Integer, primary_key=True)
+	id = db.Column(db.Integer, primary_key=True)
 	
-	dt = Column(DateTime)
-	description = Column(String)
-	account = Column(String)
-	quantity = Column(Integer)
-	commodity = Column(String)
+	dt = db.Column(db.DateTime)
+	description = db.Column(db.String)
+	account = db.Column(db.String)
+	quantity = db.Column(db.Integer)
+	commodity = db.Column(db.String)
 	
 	def balance(self):
 		return Amount(self.quantity, self.commodity)
diff --git a/drcr/general_journal/views.py b/drcr/general_journal/views.py
index 91f340c..748f1ed 100644
--- a/drcr/general_journal/views.py
+++ b/drcr/general_journal/views.py
@@ -17,7 +17,7 @@
 from flask import abort, redirect, render_template, request
 
 from .. import AMOUNT_DPS
-from ..database import db_session
+from ..database import db
 from ..models import TrialBalancer
 from ..webapp import all_transactions, app
 from .models import Amount, BalanceAssertion, GeneralJournalPosting, GeneralJournalTransaction
@@ -58,14 +58,14 @@ def general_journal_new():
 	
 	transaction.assert_valid()
 	
-	db_session.add(transaction)
-	db_session.commit()
+	db.session.add(transaction)
+	db.session.commit()
 	
 	return redirect('/general-journal')
 
 @app.route('/general-journal/edit', methods=['GET', 'POST'])
 def general_journal_edit():
-	transaction = db_session.get(GeneralJournalTransaction, request.args['id'])
+	transaction = db.session.get(GeneralJournalTransaction, request.args['id'])
 	if not transaction:
 		abort(404)
 	
@@ -91,7 +91,7 @@ def general_journal_edit():
 	
 	transaction.assert_valid()
 	
-	db_session.commit()
+	db.session.commit()
 	
 	return redirect('/general-journal')
 
@@ -132,14 +132,14 @@ def balance_assertions_new():
 		quantity=quantity,
 		commodity='$'
 	)
-	db_session.add(assertion)
-	db_session.commit()
+	db.session.add(assertion)
+	db.session.commit()
 	
 	return redirect('/balance-assertions')
 
 @app.route('/balance-assertions/edit', methods=['GET', 'POST'])
 def balance_assertions_edit():
-	assertion = db_session.get(BalanceAssertion, request.args['id'])
+	assertion = db.session.get(BalanceAssertion, request.args['id'])
 	if not assertion:
 		abort(404)
 	
@@ -156,6 +156,6 @@ def balance_assertions_edit():
 	assertion.account = request.form['account']
 	assertion.quantity = quantity
 	
-	db_session.commit()
+	db.session.commit()
 	
 	return redirect('/balance-assertions')
diff --git a/drcr/statements/models.py b/drcr/statements/models.py
index 1d6b61d..951865b 100644
--- a/drcr/statements/models.py
+++ b/drcr/statements/models.py
@@ -14,25 +14,22 @@
 #   You should have received a copy of the GNU Affero General Public License
 #   along with this program.  If not, see <https://www.gnu.org/licenses/>.
 
-from sqlalchemy import Column, DateTime, ForeignKey, Integer, String
-from sqlalchemy.orm import relationship
-
-from ..database import Base, db_session
+from ..database import db
 from ..models import Amount, Posting, Transaction
 
-class StatementLine(Base):
+class StatementLine(db.Model):
 	__tablename__ = 'statement_lines'
 	
-	id = Column(Integer, primary_key=True)
+	id = db.Column(db.Integer, primary_key=True)
 	
-	source_account = Column(String)
-	dt = Column(DateTime)
-	description = Column(String)
-	quantity = Column(Integer)
-	balance = Column(Integer)
-	commodity = Column(String)
+	source_account = db.Column(db.String)
+	dt = db.Column(db.DateTime)
+	description = db.Column(db.String)
+	quantity = db.Column(db.Integer)
+	balance = db.Column(db.Integer)
+	commodity = db.Column(db.String)
 	
-	postings = relationship('StatementLinePosting', back_populates='statement_line')
+	postings = db.relationship('StatementLinePosting', back_populates='statement_line')
 	
 	def amount(self):
 		return Amount(self.quantity, self.commodity)
@@ -69,17 +66,17 @@ class StatementLine(Base):
 		
 		for posting in self.postings:
 			# TODO: Will be wonky if transaction covers multiple StatementLines
-			db_session.delete(posting.transaction)
+			db.session.delete(posting.transaction)
 
-class StatementLineTransaction(Base, Transaction):
+class StatementLineTransaction(db.Model, Transaction):
 	__tablename__ = 'statement_line_transactions'
 	
-	id = Column(Integer, primary_key=True)
+	id = db.Column(db.Integer, primary_key=True)
 	
-	dt = Column(DateTime)
-	description = Column(String)
+	dt = db.Column(db.DateTime)
+	description = db.Column(db.String)
 	
-	postings = relationship('StatementLinePosting', back_populates='transaction', cascade='all, delete')
+	postings = db.relationship('StatementLinePosting', back_populates='transaction', cascade='all, delete')
 	
 	def charge_account(self, source_account):
 		if len(self.postings) > 2:
@@ -89,20 +86,20 @@ class StatementLineTransaction(Base, Transaction):
 			if posting.account != source_account:
 				return posting.account
 
-class StatementLinePosting(Base, Posting):
+class StatementLinePosting(db.Model, Posting):
 	__tablename__ = 'statement_line_postings'
 	
-	id = Column(Integer, primary_key=True)
-	transaction_id = Column(Integer, ForeignKey('statement_line_transactions.id'))
-	line_id = Column(Integer, ForeignKey('statement_lines.id'))
+	id = db.Column(db.Integer, primary_key=True)
+	transaction_id = db.Column(db.Integer, db.ForeignKey('statement_line_transactions.id'))
+	line_id = db.Column(db.Integer, db.ForeignKey('statement_lines.id'))
 	
-	description = Column(String)
-	account = Column(String)
-	quantity = Column(Integer)
-	commodity = Column(String)
+	description = db.Column(db.String)
+	account = db.Column(db.String)
+	quantity = db.Column(db.Integer)
+	commodity = db.Column(db.String)
 	
-	transaction = relationship('StatementLineTransaction', back_populates='postings')
-	statement_line = relationship('StatementLine', back_populates='postings')
+	transaction = db.relationship('StatementLineTransaction', back_populates='postings')
+	statement_line = db.relationship('StatementLine', back_populates='postings')
 	
 	def amount(self):
 		return Amount(self.quantity, self.commodity)
diff --git a/drcr/statements/views.py b/drcr/statements/views.py
index 50d1d91..8b3b288 100644
--- a/drcr/statements/views.py
+++ b/drcr/statements/views.py
@@ -17,7 +17,7 @@
 from flask import abort, redirect, render_template, request
 
 from .. import AMOUNT_DPS
-from ..database import db_session
+from ..database import db
 from ..webapp import app
 from .models import StatementLine, StatementLinePosting, StatementLineTransaction
 
@@ -32,7 +32,7 @@ def statement_lines():
 
 @app.route('/statement-lines/charge', methods=['POST'])
 def statement_line_charge():
-	statement_line = db_session.get(StatementLine, request.form['line-id'])
+	statement_line = db.session.get(StatementLine, request.form['line-id'])
 	if not statement_line:
 		abort(404)
 	
@@ -48,14 +48,14 @@ def statement_line_charge():
 		]
 	)
 	
-	db_session.add(transaction)
-	db_session.commit()
+	db.session.add(transaction)
+	db.session.commit()
 	
 	return 'OK'
 
 @app.route('/statement-lines/edit-transaction', methods=['GET', 'POST'])
 def statement_line_edit_transaction():
-	statement_line = db_session.get(StatementLine, request.args['line-id'])
+	statement_line = db.session.get(StatementLine, request.args['line-id'])
 	if not statement_line:
 		abort(404)
 	
@@ -99,8 +99,8 @@ def statement_line_edit_transaction():
 	)
 	transaction.assert_valid()
 	
-	db_session.add(transaction)
-	db_session.commit()
+	db.session.add(transaction)
+	db.session.commit()
 	
 	return redirect('/statement-lines')
 
@@ -110,8 +110,8 @@ def statement_line_reconcile_transfer():
 	if len(line_ids) != 2:
 		raise Exception('Must select exactly 2 statement lines')
 	
-	line1 = db_session.get(StatementLine, line_ids[0])
-	line2 = db_session.get(StatementLine, line_ids[1])
+	line1 = db.session.get(StatementLine, line_ids[0])
+	line2 = db.session.get(StatementLine, line_ids[1])
 	
 	# Check same amount
 	if line1.quantity != -line2.quantity or line1.commodity != line2.commodity:
@@ -129,7 +129,7 @@ def statement_line_reconcile_transfer():
 			StatementLinePosting(statement_line=line2, description=line2.description, account=line2.source_account, quantity=line2.quantity, commodity=line2.commodity)
 		]
 	)
-	db_session.add(transaction)
-	db_session.commit()
+	db.session.add(transaction)
+	db.session.commit()
 	
 	return redirect('/statement-lines')
diff --git a/drcr/webapp.py b/drcr/webapp.py
index 70d22ae..91fe586 100644
--- a/drcr/webapp.py
+++ b/drcr/webapp.py
@@ -16,12 +16,16 @@
 
 from flask import Flask
 
-from .database import db_session, init_db
+from .database import db
 from .general_journal.models import GeneralJournalTransaction
 from .statements.models import StatementLine, StatementLineTransaction
 
 app = Flask(__name__)
 
+app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:///drcr.db'
+app.config['SQLALCHEMY_RECORD_QUERIES'] = True
+db.init_app(app)
+
 def all_transactions():
 	return (
 		GeneralJournalTransaction.query.all() +
@@ -36,7 +40,7 @@ from .statements import views
 
 @app.cli.command('initdb')
 def initdb():
-	init_db()
+	db.create_all()
 
 @app.teardown_appcontext
 def shutdown_session(exception=None):