Warehouse-defined outcomes
Return the completed orders, qualified events or other counts your client’s reporting model defines. The query owns the business rules, so document the included statuses and date basis.
Amazon Redshift + Monthwrap
Databases & warehouses reporting
Amazon Redshift reporting for agencies.
Use a saved read-only Amazon Redshift query to report dated numeric results from the client’s warehouse alongside agency work and connected marketing data.
AvailableWarehouse credentials and saved query
Inside the monthly reportSample data
Harbor Analytics / Northline Home
The warehouse view of completed orders
Completed orders600Total across the four sample days
Order value$40,200An agreed warehouse measure
Average order value$67Order value divided by completed orders
Business resultsPeriod comparison
128 ordersOct 1
142 ordersOct 2
156 ordersOct 3
174 ordersOct 4
The bars show completed orders returned by the example query. Order value is not necessarily collected cash, profit or ad-attributed revenue.
Amazon Redshift, at a glance.
- Connect with
- Warehouse credentials and saved queryA database administrator prepares read-only access and permitted network access. Preview and save the client’s reporting query. This is a warehouse connection, not an Amazon marketplace connector.
- Updates
- Daily sync, with a manual refresh in Sources. Platform reporting delays still apply.
- Earlier months
- Run the saved reporting query for an earlier month, using the history retained in your database.
- In your report
- Dated numeric results from the client’s warehouse.
Built around your client’s questions
Use the reporting logic the client already maintains.
For agencies working with clients that already consolidate data in Amazon Redshift.
A client’s warehouse may already reconcile order states, exclude test transactions and combine several operational systems. Recreating those rules in a spreadsheet can introduce another definition of the same result. A saved Redshift query lets the agency report the agreed warehouse measure while keeping its meaning visible to the client.
Connect the warehouse, preview its dated numeric results and save the checked query on the client source before syncing. Use those measures beside platform activity and agency work, explaining differences in scope rather than adding overlapping totals. The connection is implemented, but has not yet been verified against a live customer Redshift cluster.
Choose the numbers that matter
What Amazon Redshift
brings to the report.
Dated numeric results from the client’s warehouse. Choose the relevant figures, add comparisons where the data supports them, and explain what changed.
Commercial amounts
Bring a clearly named daily monetary measure from the warehouse. Keep its currency and treatment of refunds or adjustments explicit, particularly when comparing it with a connected store’s totals.
Inputs for useful ratios
Return the underlying numeric measures needed for an agreed ratio. A monthly average should use the appropriate totals rather than a sum of daily averages or percentages.
Several daily numeric series
Each column after the date can become a separate report measure. Use consistent aliases and avoid duplicate rows from joins; same-day results are added during import.
For your next client report
A brand with several sales systems
Use a warehouse query to report the client’s agreed combined outcome. Show its scope clearly and avoid adding the same connected-store sales again as though they were another independent revenue stream.
Arrange the report in your own layoutRead it from the client’s side
See the complete
ecommerce report.
A full fictional agency report, with the work delivered, the numbers behind it and the plan for next month. Use its structure to plan your own mix of sources and client results.
Open the sample reportMake the connection
From Amazon Redshift
to the right client.
A database administrator prepares read-only access and permitted network access. Preview and save the client’s reporting query. This is a warehouse connection, not an Amazon marketplace connector.
Connection methodWarehouse credentials and saved queryAvailabilityAvailableYour connected account’s API permissions and plan apply.
- 01
Agree the reporting role and network path
Ask the client’s warehouse administrator for a dedicated read-only user with access to the necessary reporting tables or views. The endpoint must be reachable from Monthwrap through an appropriately restricted network rule.
- 02
Configure the warehouse connection
An owner or admin enters the endpoint, port, database and approved reporting credentials with encrypted transport. Use the connection address shown in the workspace for the administrator’s allowlist.
- 03
Test a dated aggregate query
Return the day first, then numeric columns with meaningful names. Preview a known period, verify the business rules and save the query on the intended client source before syncing its figures for a report.
Know what each
number means.
Redshift is a warehouse connection
This source connects to Amazon Redshift. It is not an Amazon Seller Central, marketplace or Sponsored Ads connector. Amazon marketplace reporting has a separate prepared-file route.
The query defines the result
Monthwrap does not automatically reconcile every table or discover the client’s business model. Keep the query within the 30-second and 5,000-row limits, and have the data owner validate its meaning.
Before you connect
A few useful
answers.
Does this connect directly to Amazon marketplace accounts?
No. Amazon Redshift is the client’s data warehouse. A query can use data the client already maintains there, but the connection does not sign in to Seller Central or automatically fetch Amazon marketplace exports.
Can Monthwrap read a cluster that is private-network only?
The current connector refuses private-network hosts. The warehouse administrator must provide an approved, externally reachable reporting endpoint with access restricted to the required source address. Broad public database access is not required or recommended.
Will a saved query import individual orders?
This route returns dated numeric measures for reporting, not individual order objects. Aggregate the desired results in the query, name the columns clearly and keep the detailed records in the source warehouse.
Start with your next client report
The data has a source.
The story has your name.
Bring your sources together, choose your layout and add the context your client needs.
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