diff --git a/.vscode/settings.json b/.vscode/settings.json
index 349c45a..1d46fd3 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -21,7 +21,10 @@
             "password": "postgres"
         }
     ],
-    "python.analysis.typeCheckingMode": "basic",
+    "python.analysis.typeCheckingMode": "strict",
+    "mypy-type-checker.args": [
+        "--config-file=mypy.ini"
+    ],
     "editor.formatOnSave": true,
     "editor.codeActionsOnSave": {
         "source.organizeImports": "explicit"
diff --git a/mypy.ini b/mypy.ini
new file mode 100644
index 0000000..75ac0a7
--- /dev/null
+++ b/mypy.ini
@@ -0,0 +1,70 @@
+[mypy]
+python_version = 3.12
+warn_return_any = True
+warn_unused_configs = True
+no_implicit_optional = True
+warn_redundant_casts = True
+warn_unused_ignores = True
+warn_no_return = True
+check_untyped_defs = True
+strict_equality = True
+
+# Strict mode for already fixed modules
+[mypy-powonline.model]
+strict = True
+
+[mypy-powonline.config]
+strict = True
+
+[mypy-powonline.exc]
+strict = True
+
+[mypy-powonline.util]
+strict = True
+
+[mypy-powonline.web]
+disallow_untyped_defs = True
+disallow_incomplete_defs = True
+
+# Per-module options for third-party libraries
+[mypy-flask.*]
+ignore_missing_imports = True
+
+[mypy-flask_restful.*]
+ignore_missing_imports = True
+
+[mypy-flask_sqlalchemy.*]
+ignore_missing_imports = True
+
+[mypy-flask_testing.*]
+ignore_missing_imports = True
+
+[mypy-werkzeug.*]
+ignore_missing_imports = True
+
+[mypy-bcrypt.*]
+ignore_missing_imports = True
+
+[mypy-gouge.*]
+ignore_missing_imports = True
+
+[mypy-imapclient.*]
+ignore_missing_imports = True
+
+[mypy-pusher.*]
+ignore_missing_imports = True
+
+[mypy-jwt.*]
+ignore_missing_imports = True
+
+[mypy-config_resolver.*]
+ignore_missing_imports = True
+
+[mypy-requests_oauthlib.*]
+ignore_missing_imports = True
+
+[mypy-oauthlib.*]
+ignore_missing_imports = True
+
+[mypy-PIL.*]
+ignore_missing_imports = True
diff --git a/pyproject.toml b/pyproject.toml
index 870cda4..8f1f418 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,7 +36,7 @@ dev = [
     "alembic",
     "blessings",
     "gouge",
-    "types-Flask-SQLAlchemy",
+    "mypy>=1.4.1",
     "types-Pillow",
     "types-python-dateutil",
 ]
diff --git a/src/powonline/config.py b/src/powonline/config.py
index ebeafff..7ffd6e1 100644
--- a/src/powonline/config.py
+++ b/src/powonline/config.py
@@ -12,4 +12,5 @@ def default() -> ConfigParser:
             "filename": "app.ini",
         },
     )
-    return lookup.config
+    config: ConfigParser = lookup.config
+    return config
diff --git a/src/powonline/exc.py b/src/powonline/exc.py
index d4daec1..018f8a7 100644
--- a/src/powonline/exc.py
+++ b/src/powonline/exc.py
@@ -3,7 +3,7 @@ class PowonlineException(Exception):
 
 
 class NoQuestionnaireForStation(PowonlineException):
-    def __init__(self, station, msg=""):
+    def __init__(self, station: str, msg: str = "") -> None:
         super().__init__(msg or f"No questionnaire for station {station}")
         self.station = station
 
diff --git a/src/powonline/model.py b/src/powonline/model.py
index 98a6059..8922153 100644
--- a/src/powonline/model.py
+++ b/src/powonline/model.py
@@ -4,6 +4,7 @@
 from enum import Enum
 from os import environ, urandom
 from typing import Any
+from uuid import UUID as PyUUID
 from urllib.parse import urlparse, urlunparse
 
 import sqlalchemy.types as types
@@ -22,13 +23,13 @@
     func,
 )
 from sqlalchemy.dialects.postgresql import BYTEA, UUID
-from sqlalchemy.orm import Mapped, mapped_column, relationship, scoped_session
+from sqlalchemy.orm import Mapped, mapped_column, relationship, scoped_session, Session
 
 LOG = logging.getLogger(__name__)
 DB = SQLAlchemy()
 
 
-def get_dsn():
+def get_dsn() -> str:
     dsn = environ.get("POWONLINE_DSN", "").strip()
     if dsn:
         parsed = urlparse(dsn)
@@ -51,38 +52,55 @@ class TeamState(Enum):
 
 
 class TimestampMixin:
-    inserted = Column(
+    """Base mixin for models with optional updated timestamp."""
+    inserted: Mapped[datetime] = mapped_column(
         DateTime(timezone=True),
         FetchedValue(),
         nullable=False,
         server_default=func.now(),
     )
-    updated = Column(DateTime(timezone=True), nullable=True)
+    updated: Mapped[datetime | None] = mapped_column(
+        DateTime(timezone=True), nullable=True, default=None
+    )
+
 
+# Note: TeamStation, Questionnaire, and TeamQuestionnaire don't use TimestampMixin
+# because they require `updated` to be non-nullable with a default, which conflicts
+# with the mixin's nullable type. They define their timestamp fields directly.
 
-class TeamStateType(types.TypeDecorator):
+
+class TeamStateType(types.TypeDecorator[TeamState]):
     impl = types.Unicode
+    cache_ok = True
 
-    def process_bind_param(self, value, dialect):
+    def process_bind_param(
+        self, value: TeamState | None, dialect: Any
+    ) -> str | None:
+        if value is None:
+            return None
         return value.value
 
-    def process_result_value(self, value, dialect):
+    def process_result_value(
+        self, value: str | None, dialect: Any
+    ) -> TeamState | None:
+        if value is None:
+            return None
         return TeamState(value)
 
 
 class Setting(DB.Model):  # type: ignore
     __tablename__ = "setting"
 
-    key = Column(Unicode, primary_key=True, nullable=False)
-    value = Column(Unicode)
-    description = Column(Unicode)
+    key: Mapped[str] = mapped_column(Unicode, primary_key=True, nullable=False)
+    value: Mapped[str | None] = mapped_column(Unicode)
+    description: Mapped[str | None] = mapped_column(Unicode)
 
 
 class Message(DB.Model, TimestampMixin):  # type: ignore
     __tablename__ = "message"
-    id = Column(Integer, primary_key=True)
-    content = Column(Unicode)
-    user = Column(
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    content: Mapped[str | None] = mapped_column(Unicode)
+    user: Mapped[str | None] = mapped_column(
         Unicode,
         ForeignKey(
             "user.name",
@@ -91,7 +109,7 @@ class Message(DB.Model, TimestampMixin):  # type: ignore
             ondelete="CASCADE",
         ),
     )
-    team = Column(
+    team: Mapped[str | None] = mapped_column(
         Unicode,
         ForeignKey(
             "team.name",
@@ -127,7 +145,7 @@ class Team(DB.Model, TimestampMixin):  # type: ignore
     route_name: Mapped[str | None] = mapped_column(
         ForeignKey("route.name", onupdate="CASCADE", ondelete="SET NULL")
     )
-    owner = Column(
+    owner: Mapped[str | None] = mapped_column(
         Unicode,
         ForeignKey(
             "user.name",
@@ -275,12 +293,6 @@ class User(DB.Model, TimestampMixin):  # type: ignore
     oauth_connection: Mapped[list["OauthConnection"]] = relationship(
         "OauthConnection", back_populates="user"
     )
-    stations: Mapped[set["Station"]] = relationship(
-        "User",
-        secondary="user_station",
-        back_populates="users",
-        collection_class=set,
-    )
     files: Mapped[list["Upload"]] = relationship(
         "Upload", back_populates="user"
     )
@@ -303,7 +315,7 @@ def avatar_url(self) -> str:
             return ""
 
     @staticmethod
-    def get_or_create(session: scoped_session, username: str) -> "User":
+    def get_or_create(session: "scoped_session[Session]", username: str) -> "User":
         """
         Returns a user instance by name. Creates it if missing.
         """
@@ -360,7 +372,7 @@ def __init__(self) -> None:
         self.name = "Example Station"
 
     @staticmethod
-    def get_or_create(session: scoped_session, name: str) -> "Role":
+    def get_or_create(session: "scoped_session[Session]", name: str) -> "Role":
         """
         Retrieves a role with name *name*.
 
@@ -369,15 +381,15 @@ def get_or_create(session: scoped_session, name: str) -> "Role":
         query = session.query(Role).filter_by(name=name)
         existing = query.one_or_none()
         if not existing:
-            output = Role()  # type: ignore
+            output = Role()
             output.name = name
             session.add(output)
         else:
             output = existing
-        return output  # type: ignore
+        return output
 
 
-class TeamStation(DB.Model, TimestampMixin):  # type: ignore
+class TeamStation(DB.Model):  # type: ignore
     __tablename__ = "team_station_state"
 
     team_name: Mapped[str] = mapped_column(
@@ -388,10 +400,16 @@ class TeamStation(DB.Model, TimestampMixin):  # type: ignore
         ForeignKey("station.name", onupdate="CASCADE", ondelete="CASCADE"),
         primary_key=True,
     )
-    state: Mapped[TeamStateType | None] = mapped_column(
+    state: Mapped[TeamState | None] = mapped_column(
         TeamStateType, default=TeamState.UNKNOWN
     )
     score: Mapped[int | None] = mapped_column(nullable=True, default=None)
+    inserted: Mapped[datetime] = mapped_column(
+        DateTime(timezone=True),
+        FetchedValue(),
+        nullable=False,
+        server_default=func.now(),
+    )
     updated: Mapped[datetime] = mapped_column(
         DateTime(timezone=True),
         nullable=False,
@@ -415,19 +433,25 @@ def __init__(
         self.state = state
 
 
-class Questionnaire(DB.Model, TimestampMixin):  # type: ignore
+class Questionnaire(DB.Model):  # type: ignore
     __tablename__ = "questionnaire"
 
     name: Mapped[str] = mapped_column(nullable=False, primary_key=True)
     max_score: Mapped[int | None] = mapped_column()
     order: Mapped[int | None] = mapped_column(server_default="0")
+    inserted: Mapped[datetime] = mapped_column(
+        DateTime(timezone=True),
+        FetchedValue(),
+        nullable=False,
+        server_default=func.now(),
+    )
     updated: Mapped[datetime] = mapped_column(
         DateTime(timezone=True),
         nullable=False,
         default=datetime.now(),
         server_default=func.now(),
     )
-    station_name: Mapped[str] = mapped_column(
+    station_name: Mapped[str | None] = mapped_column(
         Unicode,
         ForeignKey(
             "station.name",
@@ -462,7 +486,7 @@ def __init__(
             LOG.debug("Ignoring 'inserted' timestamp (%s)", inserted)
 
 
-class TeamQuestionnaire(DB.Model, TimestampMixin):  # type: ignore
+class TeamQuestionnaire(DB.Model):  # type: ignore
     __tablename__ = "questionnaire_score"
 
     team_name: Mapped[str] = mapped_column(
@@ -480,6 +504,12 @@ class TeamQuestionnaire(DB.Model, TimestampMixin):  # type: ignore
     score: Mapped[int | None] = mapped_column(
         Integer, nullable=True, default=None
     )
+    inserted: Mapped[datetime] = mapped_column(
+        DateTime(timezone=True),
+        FetchedValue(),
+        nullable=False,
+        server_default=func.now(),
+    )
     updated: Mapped[datetime] = mapped_column(
         DateTime(timezone=True),
         nullable=False,
@@ -506,8 +536,8 @@ class Upload(DB.Model):  # type: ignore
         ForeignKey("user.name", onupdate="CASCADE", ondelete="CASCADE"),
         primary_key=True,
     )
-    uuid: Mapped[UUID] = mapped_column(
-        UUID,
+    uuid: Mapped[PyUUID] = mapped_column(
+        UUID(as_uuid=True),
         unique=True,
         nullable=False,
         name="id",
@@ -522,7 +552,7 @@ def __init__(self, relname: str, username: str) -> None:
 
     @staticmethod
     def get_or_create(
-        session: scoped_session, relname: str, username: str
+        session: "scoped_session[Session]", relname: str, username: str
     ) -> "Upload":
         """
         Returns an upload entity. Create it if it is missing
@@ -633,6 +663,6 @@ def __init__(
 
 
 class Job:
-    def __init__(self):
+    def __init__(self) -> None:
         self.action = "example_action"
-        self.args = {}
+        self.args: dict[str, Any] = {}
diff --git a/src/powonline/util.py b/src/powonline/util.py
index 1928868..b459f12 100644
--- a/src/powonline/util.py
+++ b/src/powonline/util.py
@@ -1,7 +1,7 @@
 import logging
 import re
 from os.path import splitext
-from typing import TYPE_CHECKING, cast
+from typing import TYPE_CHECKING, Any, cast
 
 import jwt
 from flask import current_app
@@ -36,12 +36,12 @@
 ALLOWED_EXTENSIONS = {".jpg", ".jpeg", ".png", ".gif"}
 
 
-def allowed_file(filename):
+def allowed_file(filename: str) -> bool:
     name, ext = splitext(filename)
     return ext.lower() in ALLOWED_EXTENSIONS
 
 
-def colorize_werkzeug():  # pragma: no cover
+def colorize_werkzeug() -> None:  # pragma: no cover
     """
     Fetches the werkzeug logger and adds a color filter.
 
@@ -62,7 +62,7 @@ def colorize_werkzeug():  # pragma: no cover
     }
 
     class WerkzeugColorFilter:  # pragma: no cover
-        def filter(self, record):
+        def filter(self, record: Any) -> Any:
             match = P_REQUEST_LOG.match(record.msg)
             if match:
                 try:
@@ -100,7 +100,7 @@ def filter(self, record):
     logging.getLogger("werkzeug").addFilter(WerkzeugColorFilter())
 
 
-def get_user_identity(request):
+def get_user_identity(request: Any) -> dict[str, Any]:
     auth_header = request.headers.get("Authorization")
     if not auth_header:
         LOG.debug("No Authorization header present!")
@@ -114,7 +114,7 @@ def get_user_identity(request):
     try:
         app = cast("MyFlask", current_app)
         jwt_secret = app.localconfig.get("security", "jwt_secret")
-        auth_payload = jwt.decode(token, jwt_secret, algorithms=["HS256"])
+        auth_payload: dict[str, Any] = jwt.decode(token, jwt_secret, algorithms=["HS256"])
     except (jwt.exceptions.InvalidTokenError, jwt.exceptions.DecodeError):
         LOG.info("Bearer token seems to have been tampered with!")
         raise AccessDenied("Access Denied (invalid token)!")
@@ -122,13 +122,13 @@ def get_user_identity(request):
     return auth_payload
 
 
-def get_user_permissions(request):
+def get_user_permissions(request: Any) -> tuple[dict[str, Any], set[str]]:
     auth_payload = get_user_identity(request)
     # Expand the user roles to permissions, collecting them all in one
     # big set.
-    user_roles = set(auth_payload.get("roles", []))
+    user_roles: set[str] = set(auth_payload.get("roles", []))
     LOG.debug("Bearer token with the following roles: %r", user_roles)
-    all_permissions = set()
+    all_permissions: set[str] = set()
     for role in user_roles:
         all_permissions |= PERMISSION_MAP.get(role, set())
 
diff --git a/src/powonline/web.py b/src/powonline/web.py
index 5c4030d..f3acba8 100644
--- a/src/powonline/web.py
+++ b/src/powonline/web.py
@@ -1,12 +1,14 @@
+from typing import Any
+
 import logging
 from configparser import ConfigParser
 from os import environ
 
-from flask import Flask, jsonify  # type: ignore
+from flask import Flask, jsonify
 from flask_restful import Api
 
 from powonline import custom_routes
-from powonline.exc import ValidationError  # type: ignore
+from powonline.exc import ValidationError
 
 from .config import default
 from .model import DB, get_dsn
@@ -53,7 +55,7 @@ class CustomApi(Api):
     Custom API class to handle exceptions
     """
 
-    def handle_error(self, e):
+    def handle_error(self, e: Exception) -> Any:
         """
         Handle exceptions
         """
@@ -68,7 +70,7 @@ class MyFlask(Flask):
     pusher: PusherWrapper
 
 
-def make_app(config=None):
+def make_app(config: ConfigParser | None = None) -> MyFlask:
     """
     Application factory
     """
diff --git a/uv.lock b/uv.lock
index 255530e..201961e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 1
+revision = 3
 requires-python = ">=3.7"
 resolution-markers = [
     "python_full_version >= '3.9'",
@@ -21,9 +21,9 @@ dependencies = [
     { name = "sqlalchemy", marker = "python_full_version < '3.8'" },
     { name = "typing-extensions", version = "4.7.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.8'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/44/b4/253fe31261d9f5d603d89bd9e6fba1625494a6d761d319902dfe4db59016/alembic-1.12.1.tar.gz", hash = "sha256:bca5877e9678b454706347bc10b97cb7d67f300320fa5c3a94423e8266e2823f", size = 1200204 }
+sdist = { url = "https://files.pythonhosted.org/packages/44/b4/253fe31261d9f5d603d89bd9e6fba1625494a6d761d319902dfe4db59016/alembic-1.12.1.tar.gz", hash = "sha256:bca5877e9678b454706347bc10b97cb7d67f300320fa5c3a94423e8266e2823f", size = 1200204, upload-time = "2023-10-26T15:10:37.692Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/34/47/95d8f99c9f4a57079dfbcff5e023c5d81bde092d1c2354156340a56b3a1a/alembic-1.12.1-py3-none-any.whl", hash = "sha256:47d52e3dfb03666ed945becb723d6482e52190917fdb47071440cfdba05d92cb", size = 226846 },
+    { url = "https://files.pythonhosted.org/packages/34/47/95d8f99c9f4a57079dfbcff5e023c5d81bde092d1c2354156340a56b3a1a/alembic-1.12.1-py3-none-any.whl", hash = "sha256:47d52e3dfb03666ed945becb723d6482e52190917fdb47071440cfdba05d92cb", size = 226846, upload-time = "2023-10-26T15:10:40.009Z" },
 ]
 
 [[package]]
@@ -40,9 +40,9 @@ dependencies = [
     { name = "sqlalchemy", marker = "python_full_version == '3.8.*'" },
     { name = "typing-extensions", version = "4.13.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.8.*'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/99/09/f844822e4e847a3f0bd41797f93c4674cd4d2462a3f6c459aa528cdf786e/alembic-1.14.1.tar.gz", hash = "sha256:496e888245a53adf1498fcab31713a469c65836f8de76e01399aa1c3e90dd213", size = 1918219 }
+sdist = { url = "https://files.pythonhosted.org/packages/99/09/f844822e4e847a3f0bd41797f93c4674cd4d2462a3f6c459aa528cdf786e/alembic-1.14.1.tar.gz", hash = "sha256:496e888245a53adf1498fcab31713a469c65836f8de76e01399aa1c3e90dd213", size = 1918219, upload-time = "2025-01-19T23:15:30.12Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/54/7e/ac0991d1745f7d755fc1cd381b3990a45b404b4d008fc75e2a983516fbfe/alembic-1.14.1-py3-none-any.whl", hash = "sha256:1acdd7a3a478e208b0503cd73614d5e4c6efafa4e73518bb60e4f2846a37b1c5", size = 233565 },
+    { url = "https://files.pythonhosted.org/packages/54/7e/ac0991d1745f7d755fc1cd381b3990a45b404b4d008fc75e2a983516fbfe/alembic-1.14.1-py3-none-any.whl", hash = "sha256:1acdd7a3a478e208b0503cd73614d5e4c6efafa4e73518bb60e4f2846a37b1c5", size = 233565, upload-time = "2025-01-19T23:15:32.523Z" },
 ]
 
 [[package]]
@@ -57,18 +57,18 @@ dependencies = [
     { name = "sqlalchemy", marker = "python_full_version >= '3.9'" },
     { name = "typing-extensions", version = "4.13.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/e6/57/e314c31b261d1e8a5a5f1908065b4ff98270a778ce7579bd4254477209a7/alembic-1.15.2.tar.gz", hash = "sha256:1c72391bbdeffccfe317eefba686cb9a3c078005478885413b95c3b26c57a8a7", size = 1925573, upload-time = "2025-03-28T13:52:00.443Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/41/18/d89a443ed1ab9bcda16264716f809c663866d4ca8de218aa78fd50b38ead/alembic-1.15.2-py3-none-any.whl", hash = "sha256:2e76bd916d547f6900ec4bb5a90aeac1485d2c92536923d0b138c02b126edc53", size = 231911, upload-time = "2025-03-28T13:52:02.218Z" },
 ]
 
 [[package]]
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 version = "10.0.0"
 source = { registry = "https://pypi.org/simple" }
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