diff --git a/.gitignore b/.gitignore
index 0096b6b..83c9969 100644
--- a/.gitignore
+++ b/.gitignore
@@ -22,3 +22,5 @@ __pycache__/
 # VSCODE 
 .vscode/
 
+./marketing_insights/profiles.yml
+
diff --git a/marketing_insights/macros/.folder b/marketing_insights/macros/.folder
new file mode 100644
index 0000000..e69de29
diff --git a/marketing_insights/macros/net_revenue.sql b/marketing_insights/macros/net_revenue.sql
new file mode 100644
index 0000000..0296459
--- /dev/null
+++ b/marketing_insights/macros/net_revenue.sql
@@ -0,0 +1,3 @@
+{% macro net_revenue(extended_price, discount, tax) %}
+    ({{ extended_price }} * (1 - {{ discount }}) * (1 + {{ tax }}))
+{% endmacro %}
diff --git a/marketing_insights/models/intermediate/agg_order_insights.sql b/marketing_insights/models/intermediate/agg_order_insights.sql
index dc0d100..8214c43 100644
--- a/marketing_insights/models/intermediate/agg_order_insights.sql
+++ b/marketing_insights/models/intermediate/agg_order_insights.sql
@@ -4,6 +4,3 @@
 
 SELECT * FROM {{ ref('tmp_agg_order_insights') }}
 
-{% if is_incremental() %}
-    WHERE ds >= (select max(ds) from {{ this }} )
-{% endif %}
\ No newline at end of file
diff --git a/marketing_insights/models/intermediate/int_orders_lineitems.sql b/marketing_insights/models/intermediate/int_orders_lineitems.sql
new file mode 100644
index 0000000..690a57c
--- /dev/null
+++ b/marketing_insights/models/intermediate/int_orders_lineitems.sql
@@ -0,0 +1,46 @@
+with orders as (
+
+    select * from {{ ref('stg_orders') }}
+
+),
+
+lineitems as (
+
+    select * from {{ ref('stg_lineitem') }}
+
+),
+
+joined as (
+
+    select
+        o.O_ORDERKEY,
+        o.O_CUSTKEY,
+        o.O_ORDERSTATUS,
+        o.O_ORDERDATE,
+        o.O_ORDERPRIORITY,
+        O_CLERK,
+        O_SHIPPRIORITY,
+        O_COMMENT,
+        L_ORDERKEY,
+        L_PARTKEY,
+        L_SUPPKEY,
+        L_LINENUMBER,
+        L_QUANTITY,
+        L_EXTENDEDPRICE,
+        L_DISCOUNT,
+        L_TAX,
+        L_RETURNFLAG,
+        L_LINESTATUS,
+        L_SHIPDATE,
+        L_COMMITDATE,
+        L_RECEIPTDATE,
+        L_SHIPINSTRUCT,
+        L_SHIPMODE,
+        {{ net_revenue('li.L_EXTENDEDPRICE', 'li.L_DISCOUNT', 'li.L_TAX') }} as net_revenue,
+    from orders o
+    inner join lineitems li
+        on o.O_ORDERKEY = li.L_ORDERKEY
+
+)
+
+select * from joined
diff --git a/marketing_insights/models/intermediate/tmp_agg_order_insights.sql b/marketing_insights/models/intermediate/tmp_agg_order_insights.sql
index c5b0ae3..d1335c8 100644
--- a/marketing_insights/models/intermediate/tmp_agg_order_insights.sql
+++ b/marketing_insights/models/intermediate/tmp_agg_order_insights.sql
@@ -3,7 +3,7 @@
 SELECT 
     r.R_NAME AS Region_Name,
     n.N_NAME AS Nation_Name,
-    o._LOADED_AT as ds,
+    -- o._LOADED_AT as ds,
     COUNT(1) as Order_Count,
     ROUND(SUM(O_TOTALPRICE) * 94.5,0) AS TOTAL_PRICE_USD
 FROM {{ ref('stg_orders') }} o
@@ -13,4 +13,4 @@ LEFT JOIN {{ ref('stg_nation') }} n
 ON c.C_NATIONKEY = n.N_NATIONKEY
 LEFT JOIN {{ ref('stg_region') }} r
 ON n.N_REGIONKEY = r.R_REGIONKEY
-GROUP BY 1,2, 3
\ No newline at end of file
+GROUP BY 1,2
\ No newline at end of file
diff --git a/marketing_insights/models/reporting/rpt_order_insights.sql b/marketing_insights/models/reporting/rpt_order_insights.sql
index 4972583..450724a 100644
--- a/marketing_insights/models/reporting/rpt_order_insights.sql
+++ b/marketing_insights/models/reporting/rpt_order_insights.sql
@@ -1,7 +1,7 @@
 SELECT
     Region_Name,
     Nation_Name,
-    ds,
+    -- ds,
     Order_Count,
     TOTAL_PRICE_USD
 FROM {{ ref('agg_order_insights') }}
\ No newline at end of file
diff --git a/marketing_insights/models/sources.yml b/marketing_insights/models/sources.yml
index 9c14f10..aefb419 100644
--- a/marketing_insights/models/sources.yml
+++ b/marketing_insights/models/sources.yml
@@ -2,8 +2,8 @@ version: 2
 
 sources:
   - name: SF_SAMPLE_DATA
-    database: AI_TRAINING_DATA
-    schema: AGENT_DATA  
+    database: SNOWFLAKE_SAMPLE_DATA
+    schema: TPCH_SF1  
     tables:
       - name: customer
       - name: lineitem
diff --git a/marketing_insights/models/staging/stg_customer.sql b/marketing_insights/models/staging/stg_customer.sql
index 5b68564..7b28dab 100644
--- a/marketing_insights/models/staging/stg_customer.sql
+++ b/marketing_insights/models/staging/stg_customer.sql
@@ -6,6 +6,6 @@ select
     C_PHONE,
     C_ACCTBAL,
     C_MKTSEGMENT,
-    C_COMMENT,
-    _LOADED_AT
+    C_COMMENT
+    -- ,_LOADED_AT
 from {{ source('SF_SAMPLE_DATA', 'customer')}}
\ No newline at end of file
diff --git a/marketing_insights/models/staging/stg_lineitem.sql b/marketing_insights/models/staging/stg_lineitem.sql
index 96ae7df..9d43395 100644
--- a/marketing_insights/models/staging/stg_lineitem.sql
+++ b/marketing_insights/models/staging/stg_lineitem.sql
@@ -14,6 +14,6 @@ select
     L_RECEIPTDATE,
     L_SHIPINSTRUCT,
     L_SHIPMODE,
-    L_COMMENT,
-    _LOADED_AT
+    L_COMMENT
+    -- ,_LOADED_AT
 from {{ source('SF_SAMPLE_DATA', 'lineitem')}}
\ No newline at end of file
diff --git a/marketing_insights/models/staging/stg_orders.sql b/marketing_insights/models/staging/stg_orders.sql
index e31b7a9..4663a83 100644
--- a/marketing_insights/models/staging/stg_orders.sql
+++ b/marketing_insights/models/staging/stg_orders.sql
@@ -7,6 +7,6 @@ select
     O_ORDERPRIORITY,
     O_CLERK,
     O_SHIPPRIORITY,
-    O_COMMENT,
-    _LOADED_AT
+    O_COMMENT
+    -- ,_LOADED_AT
 from {{ source('SF_SAMPLE_DATA', 'orders')}}
\ No newline at end of file
diff --git a/marketing_insights/models/staging/stg_part.sql b/marketing_insights/models/staging/stg_part.sql
index 42613a7..cb89c4a 100644
--- a/marketing_insights/models/staging/stg_part.sql
+++ b/marketing_insights/models/staging/stg_part.sql
@@ -7,6 +7,6 @@ select
     P_SIZE,
     P_CONTAINER,
     P_RETAILPRICE,
-    P_COMMENT,
-    _LOADED_AT
+    P_COMMENT
+    -- ,_LOADED_AT
 from {{ source('SF_SAMPLE_DATA', 'part')}}
\ No newline at end of file
diff --git a/marketing_insights/models/staging/stg_partsupp.sql b/marketing_insights/models/staging/stg_partsupp.sql
index 6555ebc..a55b284 100644
--- a/marketing_insights/models/staging/stg_partsupp.sql
+++ b/marketing_insights/models/staging/stg_partsupp.sql
@@ -3,6 +3,6 @@ select
     PS_SUPPKEY,
     PS_AVAILQTY,
     PS_SUPPLYCOST,
-    PS_COMMENT,
-    _LOADED_AT
+    PS_COMMENT
+    -- ,_LOADED_AT
 from {{ source('SF_SAMPLE_DATA', 'partsupp')}}
\ No newline at end of file
diff --git a/marketing_insights/models/staging/stg_supplier.sql b/marketing_insights/models/staging/stg_supplier.sql
index 1f3705a..8c5519d 100644
--- a/marketing_insights/models/staging/stg_supplier.sql
+++ b/marketing_insights/models/staging/stg_supplier.sql
@@ -5,6 +5,6 @@ select
     S_NATIONKEY,
     S_PHONE,
     S_ACCTBAL,
-    S_COMMENT,
-    _LOADED_AT
+    S_COMMENT
+    -- ,_LOADED_AT
 from {{ source('SF_SAMPLE_DATA', 'supplier')}}
\ No newline at end of file
diff --git a/marketing_insights/profiles.yml b/marketing_insights/profiles.yml
new file mode 100644
index 0000000..e2f435c
--- /dev/null
+++ b/marketing_insights/profiles.yml
@@ -0,0 +1,10 @@
+marketing_insights:
+  target: dev
+  outputs:
+    dev:
+      type: snowflake
+      role: 'ACCOUNTADMIN'
+      warehouse: 'COMPUTE_WH'
+      database: 'MARKETING_INSIGHTS'
+      schema: 'ANALYTICS'
+      threads: 8