Follow one piece of information
An order might begin in an email, move to a spreadsheet and end in a management system. At each step, someone interprets, copies or confirms the details. Follow an example order to see where its format or owner changes.
The problem may be manual copying. It could also be that two teams use different names for the same status, or that nobody knows which record is current.
Connecting tools before resolving those differences can simply move confusion faster.
Decide where each detail belongs
For every important field, identify its primary source and who can correct it. Define how records relate across systems. A person's or company's name alone can be ambiguous.
Specify what starts the flow: receiving an email, approving an order or changing a status. Then describe the expected output. Preparing a record for someone to review may be enough for the first stage.
Design for incomplete situations
Include what happens when a detail is missing, a tool does not respond or the same request arrives twice. The team needs to recognize those situations and resolve them while keeping track of the work.
Before retrying, consider whether the previous action has already completed. Creating records or sending messages again without checking can produce duplicates. A result that is still unknown needs investigation before another attempt.
Before connecting real information, test with synthetic examples and cases representing known exceptions. Check the output in the destination system and the record showing how it got there.
Choose one exchange between two tools and document five things: input, primary source, transformation rule, destination and the owner of an exception. Then check whether the connection removes a step people actually performed or adds another point they must supervise.
