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Replace a recurring spreadsheet handoff with a pipeline someone owns.
Start with the report or operating file your team rebuilds by hand. Automate its path from source to use, including the checks and recovery steps.
Book an architecture review- Best for
- Recurring exports, spreadsheet handoffs, and reports that fail silently
- Starting point
- One report, dataset, or operational handoff
- Typical pilot
- 2-4 weeks
- Decision at the end
- Keep the pipeline, revise it, or reuse the pattern elsewhere
The source is copied, checked, shaped into a dataset someone owns, and delivered where the team already uses it. Tool and refresh choices depend on the actual source and deadline.
Make every step from source to delivered output visible.
Sources
- Records available through approved interfaces
- Operational tables used by the workflow
- Exports and partner files received on a schedule
Tested pipeline
- Copy source records on the required schedule
- Preserve what arrived and when
- Test freshness, shape, and business rules
- Publish the documented output the team expects
Trusted outputs
- Refresh the report people already use
- Send the expected output on time
- Return approved data to the system of work
This is worth automating when
- Someone owns the report or handoff and can state when it must be ready
- The source data and business rules are available for review
- The receiving team can say whether the new output is correct
Not a fit: a broad platform migration with no handoff owner, definition of correct data, or receiving team.
How the engagement runs
Three steps, then a decision.
Map
Document the source, owner, deadline, business rules, failure points, and current manual steps.
Automate
Build the smallest pipeline that can replace the handoff, with quality checks and recovery instructions.
Decide
Watch freshness, failures, use, and support effort before reusing the pattern elsewhere.
Bring us the spreadsheet handoff your team keeps rebuilding.
We will trace it from source to recipient and identify the smallest safe replacement.