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Closing a multi-step back-office case with nobody in the loop

A request arrives — a refund, an address change, a duplicate invoice, a licence renewal — and the system reads the policy, plans the steps, calls whichever systems hold the records and closes the case without a person opening it. What gets checked afterwards is the state the records ended in, not the reasoning the system wrote on its way there.

Effort
More than a few weeks
Skill level
Engineering skill required
Organisation size
Enterprise
Value
Time saved, Cost saved

Tools named for this

  • A planning loop with a written policy document supplied as the rules it must follow
  • An end-state check that compares the records after the run against an expected result
  • A blast-radius limit — value ceilings, reversible operations only, and a queue for everything else

What to check before you ship it in India

  • India has no dedicated AI statute — governance runs through existing law — and the Act contains no provision distinguishing a decision taken by a system from one taken by staff. What applies is the ordinary duty: section 8(1) holds the fiduciary responsible for compliance in respect of any processing undertaken by it or on its behalf by a Data Processor, irrespective of any agreement to the contrary. Autonomy changes who notices a mistake, not who answers for it.
  • An unattended run holds credentials to several systems at once and leaves a trace of every record it touched. Section 8(5) puts the duty of reasonable security safeguards to prevent a personal data breach on the fiduciary, and the run log — often written for debugging, retained indefinitely, readable by the whole engineering team — is usually the copy nobody accounted for.

Sources

Every claim on this page traces to one of these, on the date it was read.