diff --git a/warehouse/migrations/versions/75dde92f5019_create_spam_models.py b/warehouse/migrations/versions/75dde92f5019_create_spam_models.py
new file mode 100644
index 000000000000..fbc8a65502b1
--- /dev/null
+++ b/warehouse/migrations/versions/75dde92f5019_create_spam_models.py
@@ -0,0 +1,63 @@
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""
+create spam models
+
+Revision ID: 75dde92f5019
+Revises: b75709859292
+Create Date: 2018-02-19 20:16:00.579309
+"""
+
+from alembic import op
+import sqlalchemy as sa
+from sqlalchemy.dialects import postgresql
+
+revision = '75dde92f5019'
+down_revision = 'b75709859292'
+
+
+def upgrade():
+    op.create_table(
+        'spam_report',
+        sa.Column(
+            'id', postgresql.UUID(as_uuid=True),
+            server_default=sa.text('gen_random_uuid()'), nullable=False
+        ),
+        sa.Column('release_name', sa.Text(), nullable=False),
+        sa.Column('release_version', sa.Text(), nullable=False),
+        sa.Column(
+            'source',
+            postgresql.ENUM(
+                'automation', 'user',
+                name='report_source_enum'
+            ),
+            nullable=False
+        ),
+        sa.Column('reporter_user_id', postgresql.UUID(), nullable=True),
+        sa.Column('result', sa.Boolean(), nullable=False),
+        sa.Column('comment', sa.Text(), nullable=True),
+        sa.Column('valid', sa.Boolean(), nullable=True),
+        sa.CheckConstraint(
+            "reporter_user_id IS NOT NULL OR source = 'automation'",
+            name='valid_reporter_user_id'
+        ),
+        sa.ForeignKeyConstraint(
+            ['release_name', 'release_version'],
+            ['releases.name', 'releases.version'],
+            onupdate='CASCADE', ondelete='CASCADE'
+        ),
+        sa.PrimaryKeyConstraint('id')
+    )
+
+
+def downgrade():
+    op.drop_table('spam_report')
diff --git a/warehouse/spam/__init__.py b/warehouse/spam/__init__.py
new file mode 100644
index 000000000000..164f68b09175
--- /dev/null
+++ b/warehouse/spam/__init__.py
@@ -0,0 +1,11 @@
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
diff --git a/warehouse/spam/models.py b/warehouse/spam/models.py
new file mode 100644
index 000000000000..1d762ad70b08
--- /dev/null
+++ b/warehouse/spam/models.py
@@ -0,0 +1,54 @@
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from sqlalchemy import (
+    Boolean,
+    CheckConstraint,
+    Column,
+    ForeignKeyConstraint,
+    Text,
+)
+from sqlalchemy.dialects.postgresql import ENUM, UUID
+
+from warehouse import db
+
+
+report_source = ENUM(
+    'automation',
+    'user',
+    name="report_source_enum",
+)
+
+
+class SpamReport(db.Model):
+
+    __tablename__ = "spam_report"
+    __table_args__ = (
+        ForeignKeyConstraint(
+            ["release_name", "release_version"],
+            ["releases.name", "releases.version"],
+            onupdate="CASCADE",
+            ondelete="CASCADE",
+        ),
+        CheckConstraint(
+            "reporter_user_id IS NOT NULL OR source = 'automation'",
+            name="valid_reporter_user_id",
+        ),
+    )
+
+    release_name = Column(Text, nullable=False)
+    release_version = Column(Text, nullable=False)
+    source = Column(report_source, nullable=False)
+    reporter_user_id = Column(UUID, nullable=True)
+    result = Column(Boolean, nullable=False)
+    comment = Column(Text, nullable=True)
+    valid = Column(Boolean, nullable=True)
diff --git a/warehouse/spam/tasks.py b/warehouse/spam/tasks.py
new file mode 100644
index 000000000000..eecf155eb167
--- /dev/null
+++ b/warehouse/spam/tasks.py
@@ -0,0 +1,21 @@
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from warehouse import tasks
+
+
+@tasks.task(bind=True, ignore_result=True, acks_late=True)
+def analyze_upload(task, request):
+    try:
+        pass
+    except Exception as exc:
+        task.retry(exc=exc)