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Zakariae Fakhri/ Software Developer

Use Case Playground

See how automation handles the real cases.

Pick an enterprise process, switch between a standard case and an exception, set the confidence threshold, and make the review decision yourself. Every step is logged, just like in production.

  1. 01Choose a process
  2. 02Pick a scenario
  3. 03Set the threshold
  4. 04Decide in review

Choose a process

Your session

Runs
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Automated
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Reviewed
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Rejected
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Finance

Accounts payable across entities

Today
Invoices for several legal entities arrive by email and portal, in different formats and currencies, and are keyed in by shared-service teams.
Automated
Invoices are read, assigned to the right entity, matched to purchase orders and goods receipts, and posted to the ERP. Exceptions go to the AP team.

Scenario

Lower values automate more; higher values send more cases to a person.

Playback

Simulation · sample dataReady to run
inputINV-48777.pdf · low-quality scan
InputINV-48777.pdf · …ReceiveExtractMatchPostentity · 91%…supplier · 88%…amount · 64%…po_match · 90%…⚑ Your review

Audit trail

Run the simulation to see every step logged here.

How I would approach a pilot for this process

Pilot scope

  • One entity and one invoice channel
  • Extraction, PO matching and ERP posting
  • Review queue for the AP team

What we measure

  • Share of invoices posted without manual touch
  • Cycle time from receipt to posting
  • Corrections after posting

Who is involved

  • Accounts payable
  • Finance IT
  • Internal audit

Governance

  • Every posting is linked to its source document and model version
  • Tolerances and approval limits are set by Finance

Typical systems: Email · Supplier portal · ERP · Document management

Ask me about this

Simulated with sample data. No client references, no real results.