diff --git a/bigquery_etl/query_scheduling/dag.py b/bigquery_etl/query_scheduling/dag.py
index 793bbd7087..4a8866b1d3 100644
--- a/bigquery_etl/query_scheduling/dag.py
+++ b/bigquery_etl/query_scheduling/dag.py
@@ -92,7 +92,7 @@ class Dag:
     name: str = attr.ib()
     schedule_interval: str = attr.ib()
     default_args: DagDefaultArgs
-    tasks: List[Task] = []
+    tasks: List[Task] = attr.ib([])
 
     @name.validator
     def validate_dag_name(self, attribute, value):
@@ -122,7 +122,7 @@ class Dag:
 
     def add_tasks(self, tasks):
         """Add tasks to be scheduled as part of the DAG."""
-        self.tasks += tasks
+        self.tasks = self.tasks.copy() + tasks
 
     @classmethod
     def from_dict(cls, d):
diff --git a/bigquery_etl/query_scheduling/dag_collection.py b/bigquery_etl/query_scheduling/dag_collection.py
index 33614f2350..0d622ffb1d 100644
--- a/bigquery_etl/query_scheduling/dag_collection.py
+++ b/bigquery_etl/query_scheduling/dag_collection.py
@@ -63,16 +63,14 @@ class DagCollection:
 
     def with_tasks(self, tasks):
         """Assign tasks to their corresponding DAGs."""
-        for dag_name, tasks in groupby(tasks, lambda t: t.dag_name):
-            dag = self.dag_by_name(dag_name)
-
-            if dag is None:
+        for task in tasks:
+            if self.dag_by_name(task.dag_name) is None:
                 raise InvalidDag(
-                    f"DAG {dag_name} does not exist in dags.yaml"
-                    "but used in task definition {tasks[0].name}."
+                    f"DAG {task.dag_name} does not exist in dags.yaml"
+                    "but used in task definition {dag_tasks[0].name}."
                 )
             else:
-                dag.add_tasks(tasks)
+                self.dag_by_name(task.dag_name).add_tasks([task])
 
         return self
 
diff --git a/bigquery_etl/query_scheduling/formatters.py b/bigquery_etl/query_scheduling/formatters.py
index 862ab21162..d479c6cf89 100644
--- a/bigquery_etl/query_scheduling/formatters.py
+++ b/bigquery_etl/query_scheduling/formatters.py
@@ -56,3 +56,11 @@ def format_timedelta(timdelta_string):
             time_params[name] = int(param)
 
     return repr(timedelta(**time_params))
+
+
+def format_optional_string(val):
+    """Formats a value that is either None or a string."""
+    if val is None:
+        return "None"
+    else:
+        return "'" + val + "'"
diff --git a/bigquery_etl/query_scheduling/task.py b/bigquery_etl/query_scheduling/task.py
index 9c16f53863..701b3aa899 100644
--- a/bigquery_etl/query_scheduling/task.py
+++ b/bigquery_etl/query_scheduling/task.py
@@ -5,7 +5,7 @@ import cattr
 import re
 import logging
 from google.cloud import bigquery
-from typing import List, Optional
+from typing import List, Optional, Union, NewType
 
 
 from bigquery_etl.metadata.parse_metadata import Metadata
@@ -14,6 +14,7 @@ from bigquery_etl.query_scheduling.utils import is_date_string, is_email
 
 AIRFLOW_TASK_TEMPLATE = "airflow_task.j2"
 QUERY_FILE_RE = re.compile(r"^.*/([a-zA-Z0-9_]+)/([a-zA-Z0-9_]+)_(v[0-9]+)/query\.sql$")
+DEFAULT_PROJECT = "moz-fx-data-shared-prod"
 
 
 class TaskParseException(Exception):
@@ -40,6 +41,11 @@ class UnscheduledTask(Exception):
     pass
 
 
+# date_partition_parameter can be overriden with None or a string
+# this type indicates that date_partition_parameter should not be changed
+Ignore = NewType("Ignore", None)
+
+
 @attr.s(auto_attribs=True)
 class Task:
     """Representation of a task scheduled in Airflow."""
@@ -54,6 +60,7 @@ class Task:
     task_name: str = attr.ib(init=False)
     depends_on_past: bool = attr.ib(False)
     start_date: Optional[str] = attr.ib(None)
+    date_partition_parameter: Union[Optional[str], Ignore] = attr.ib(Ignore)
 
     @owner.validator
     def validate_owner(self, attribute, value):
@@ -152,6 +159,7 @@ class Task:
         job_config = bigquery.QueryJobConfig(
             dry_run=True,
             use_query_cache=False,
+            default_dataset=f"{DEFAULT_PROJECT}.{self.dataset}",
             query_parameters=[
                 bigquery.ScalarQueryParameter("submission_date", "DATE", "2019-01-01")
             ],
diff --git a/bigquery_etl/query_scheduling/templates/airflow_dag.j2 b/bigquery_etl/query_scheduling/templates/airflow_dag.j2
index 7fd9746368..c1f9c8c188 100644
--- a/bigquery_etl/query_scheduling/templates/airflow_dag.j2
+++ b/bigquery_etl/query_scheduling/templates/airflow_dag.j2
@@ -24,17 +24,21 @@ with DAG('{{ name }}', default_args=default_args, schedule_interval={{ schedule_
         {%+ if task.start_date -%}
         start_date={{ task.start_date | format_date }},
         {%+ endif -%}
+        {%+ if task.date_partition_parameter == None or task.date_partition_parameter is string -%}
+        date_partition_parameter={{ task.date_partition_parameter | format_optional_string }},
+        {%+ endif -%}
         depends_on_past={{ task.depends_on_past }},
         dag=dag,
     )
-    {% for dependency in task.dependencies -%}
-        wait_for_{{ dependency.task_name }} = ExternalTaskSensor(
-            task_id='wait_for_{{ dependency.task_name }}',
-            external_dag_id='{{ dependency.dag_name }}',
-            external_task_id='{{ dependency.task_name }}',
-            dag=dag,
-        )
+    
+    {% for dependency in task.dependencies %}
+    wait_for_{{ dependency.task_name }} = ExternalTaskSensor(
+        task_id='wait_for_{{ dependency.task_name }}',
+        external_dag_id='{{ dependency.dag_name }}',
+        external_task_id='{{ dependency.task_name }}',
+        dag=dag,
+    )
         
-        {{ task.task_name }}.set_upstream(wait_for_{{ dependency.task_name }})
+    {{ task.task_name }}.set_upstream(wait_for_{{ dependency.task_name }})
     {% endfor -%}
 {% endfor -%}
\ No newline at end of file
diff --git a/dags.yaml b/dags.yaml
index c5ab29b072..0fd352f9f2 100644
--- a/dags.yaml
+++ b/dags.yaml
@@ -7,3 +7,13 @@ bqetl_error_aggregates:
     retries: 1
     retry_delay: 20m
     depends_on_past: false
+
+bqetl_kpi_dashboard:
+  schedule_interval: 45 15 * * *
+  default_args:
+    owner: jklukas@mozilla.com
+    start_date: '2020-05-12'
+    email: ['telemetry-alerts@mozilla.com', 'jklukas@mozilla.com']
+    depends_on_past: false
+    retry_delay: 10m
+    retries: 1
diff --git a/dags/bqetl_error_aggregates.py b/dags/bqetl_error_aggregates.py
index 7df8f6ded3..44a1f7d99b 100644
--- a/dags/bqetl_error_aggregates.py
+++ b/dags/bqetl_error_aggregates.py
@@ -18,3 +18,5 @@ with DAG('bqetl_error_aggregates', default_args=default_args, schedule_interval=
         depends_on_past=False,
         dag=dag,
     )
+    
+    
\ No newline at end of file
diff --git a/dags/bqetl_kpi_dashboard.py b/dags/bqetl_kpi_dashboard.py
new file mode 100644
index 0000000000..9611c390df
--- /dev/null
+++ b/dags/bqetl_kpi_dashboard.py
@@ -0,0 +1,54 @@
+# Generated via query_scheduling/generate_airflow_dags 
+
+from airflow import DAG
+from airflow.operators.sensors import ExternalTaskSensor
+import datetime
+from utils.gcp import bigquery_etl_query
+
+default_args = {'owner': 'jklukas@mozilla.com', 'email': ['telemetry-alerts@mozilla.com', 'jklukas@mozilla.com'], 'depends_on_past': False, 'start_date': datetime.datetime(2020, 5, 12, 0, 0), 'retry_delay': 'datetime.timedelta(seconds=600)', 'email_on_failure': True, 'email_on_retry': True, 'retries': 1}
+
+with DAG('bqetl_kpi_dashboard', default_args=default_args, schedule_interval=datetime.timedelta(0)) as dag:
+
+    telemetry_derived__smoot_usage_new_profiles__v2 = bigquery_etl_query(
+        destination_table='smoot_usage_new_profiles',
+        dataset_id='telemetry_derived',
+        project_id='moz-fx-data-shared-prod',
+        owner='jklukas@mozilla.com',
+        email=['jklukas@mozilla.com'],
+        depends_on_past=False,
+        dag=dag,
+    )
+    
+    
+    telemetry_derived__smoot_usage_new_profiles_compressed__v2 = bigquery_etl_query(
+        destination_table='smoot_usage_new_profiles_compressed',
+        dataset_id='telemetry_derived',
+        project_id='moz-fx-data-shared-prod',
+        owner='jklukas@mozilla.com',
+        email=['jklukas@mozilla.com'],
+        depends_on_past=False,
+        dag=dag,
+    )
+    
+    
+    wait_for_telemetry_derived__smoot_usage_new_profiles__v2 = ExternalTaskSensor(
+        task_id='wait_for_telemetry_derived__smoot_usage_new_profiles__v2',
+        external_dag_id='bqetl_kpi_dashboard',
+        external_task_id='telemetry_derived__smoot_usage_new_profiles__v2',
+        dag=dag,
+    )
+        
+    telemetry_derived__smoot_usage_new_profiles_compressed__v2.set_upstream(wait_for_telemetry_derived__smoot_usage_new_profiles__v2)
+    
+    telemetry__firefox_kpi_dashboard__v1 = bigquery_etl_query(
+        destination_table='firefox_kpi_dashboard',
+        dataset_id='telemetry',
+        project_id='moz-fx-data-shared-prod',
+        owner='jklukas@mozilla.com',
+        email=['jklukas@mozilla.com', 'telemetry-alerts@mozilla.com'],
+        date_partition_parameter=None,
+        depends_on_past=False,
+        dag=dag,
+    )
+    
+    
\ No newline at end of file
diff --git a/sql/telemetry/firefox_kpi_dashboard_v1/metadata.yaml b/sql/telemetry/firefox_kpi_dashboard_v1/metadata.yaml
new file mode 100644
index 0000000000..c236b253b4
--- /dev/null
+++ b/sql/telemetry/firefox_kpi_dashboard_v1/metadata.yaml
@@ -0,0 +1,12 @@
+friendly_name: Firefox KPI dashboard
+description: Firefox KPI dashboard
+owners:
+  - jklukas@mozilla.com
+labels:
+  incremental: true
+  schedule: 45 15 * * *
+scheduling:
+  dag_name: bqetl_kpi_dashboard
+  depends_on_past: false
+  date_partition_parameter: null
+  email: ['telemetry-alerts@mozilla.com', 'jklukas@mozilla.com']
diff --git a/sql/telemetry_derived/smoot_usage_new_profiles_compressed_v2/metadata.yaml b/sql/telemetry_derived/smoot_usage_new_profiles_compressed_v2/metadata.yaml
new file mode 100644
index 0000000000..29edd9fe01
--- /dev/null
+++ b/sql/telemetry_derived/smoot_usage_new_profiles_compressed_v2/metadata.yaml
@@ -0,0 +1,9 @@
+friendly_name: Smoot usage new profiles compressed
+description: Smoot usage new profiles compressed
+owners:
+  - jklukas@mozilla.com
+labels:
+  incremental: true
+  schedule: 45 15 * * *
+scheduling:
+  dag_name: bqetl_kpi_dashboard
diff --git a/sql/telemetry_derived/smoot_usage_new_profiles_v2/metadata.yaml b/sql/telemetry_derived/smoot_usage_new_profiles_v2/metadata.yaml
new file mode 100644
index 0000000000..3d54e4122d
--- /dev/null
+++ b/sql/telemetry_derived/smoot_usage_new_profiles_v2/metadata.yaml
@@ -0,0 +1,9 @@
+friendly_name: Smoot usage new profiles
+description: Smoot usage new profiles
+owners:
+  - jklukas@mozilla.com
+labels:
+  incremental: true
+  schedule: 45 15 * * *
+scheduling:
+  dag_name: bqetl_kpi_dashboard