AI Agent Scenarios
AI Agent Use Cases Across Departments
Cases from finance, purchasing, quality, HR, sales, and R&D. EgentWrX walks through the original process, what the AI Agent takes over, how people and the AI Agent work together, and shows the actual execution screens.
Finance
5 scenarios
Invoice and Goods Receipt MatchingMore than 400 lines checked against ERP; one miss can cause a wrong paymentEstimated time saved8–30hrs/month
Document Recognition and Data EntryMixed paper, scans, and handwriting hide errors until reconciliationEstimated time saved4–12hrs/month
Customer Check Entry and ReconciliationOne wrong amount or date breaks reconciliation and can delay collectionEstimated time saved4–15hrs/month
Expense Budget Variance AnalysisDifferent account structures require tracing each variance to vouchersEstimated time saved2–6hrs/month
Billing Amount Calculation and Rule CheckFixed rules, but every item is recalculated and errors require follow-up
Sales
3 scenarios
Sales Opportunity Follow-Up TrackingRecords are scattered, and no one tracks quotes after they are sent
Competitor List ComparisonFull, short, and English names require item-by-item reviewEstimated time saved12–30hrs/month
Monthly Sales Report PreparationReturns and duplicate exports get missed; explanations must be rewrittenEstimated time saved2–8hrs/month
Purchasing
3 scenarios
Supplier Quote ComparisonDifferent currencies, units, and delivery terms can cause comparison errors
List Price LookupMultiple versions and delayed replies can lead to outdated pricesEstimated time saved2–5hrs/month
Shipment and Order Quantity MatchingEach format and unit differs, so staff must interpret every fieldEstimated time saved2–6hrs/month
R&D
2 scenarios
Production & QA
3 scenarios
Handwritten Stocktake Sheets to ExcelMessy handwriting, edits, and blanks create variances when entered wrongEstimated time saved1–4hrs/stocktake month
Monthly Development Part RatioCriteria live in one person's head, so results vary by staffEstimated time saved7–15hrs/month
Molded Part Color ClassificationReviewing large batches row by row causes inconsistent calls near limitsEstimated time saved220–440hrs, one-off
HR
3 scenarios
Overtime Request and Punch MatchingMissing punches, early clock-outs, and overnight work slow month-end closeEstimated time saved9–20hrs/month
Monthly Labor Regulation ReviewScattered sources delay reviews; missed updates leave policies outdated
Responsibility and Work Hour AnalysisAsking what AI should do yields blanks or job function names
Customs
1 scenario
Where to go next
30 minutes to map out which work to hand to AI first
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