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ACCA Strategic Professional · Strategic Business Leader · Machine learning, AI and robotics

Hartwell Finance uses a software robot that logs into several systems, copies invoice data from emails into the ledger by following fixed rules, and never changes its own rules. How should this be classified?

It is robotic process automation, because the software follows fixed, predefined rules to perform repetitive structured tasks and does not learn or change its own rules from data. Machine learning would adapt its behaviour based on experience, which this robot does not do.

  1. ARobotic process automation, because it executes rule-based tasks without learningCorrect
  2. BMachine learning, because it processes large volumes of data
  3. CArtificial general intelligence, because it operates across several systems
  4. DReinforcement learning, because it repeats the task each day

Explanation

RPA mimics human actions on structured tasks using fixed rules and does not learn or adapt. Handling volume or multiple systems does not make it machine learning. Machine learning would improve its performance from data, and the described robot does not.

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