Start with the work, not the tool
Ask your teams where they repeatedly copy information, search for answers or chase approvals. Document one workflow from input to outcome. A useful starting point might be capturing supplier documents, finding order status or preparing a recurring report. Describe the delay and the desired result before discussing technology.
Separate automation from intelligence
Some tasks need a reliable rule rather than an AI model. A notification when a document is approved can be handled by a workflow. Interpreting an unstructured document may benefit from AI. Use deterministic rules for predictable calculations and controls, and introduce AI where language or variation makes it useful.
Prepare the information it will use
Identify which ERP records, documents and policies the solution needs. Check ownership, accuracy and access permissions. Decide which information may be processed and how exceptions will be reviewed. Connecting an assistant to unreliable information simply makes unreliable answers easier to produce.
Choose a pilot you can evaluate
Define a narrow scope, a named owner and a baseline. Depending on the workflow, success could mean fewer manual corrections, shorter review time or easier access to approved information. Include examples of difficult inputs as well as routine ones. Agree what the system should do when it cannot answer confidently.
Keep people in the loop
Give users a clear way to check results and correct mistakes. Transactions, sensitive decisions and business-critical exceptions should follow the review controls you define. Train your team on both the useful capabilities and the practical limits of the solution.
Expand after learning
Review the pilot against its goals before extending it to more departments. Improve the workflow, information and training together. At SAPBASE SOLUTIONS, we combine AI-assisted discovery with technical and functional expertise to help you choose and implement a practical path.
Turn these ideas into a practical plan.
Tell us about your systems, business challenges and the milestone you want to reach.
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