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PolandPublic sector2026 – ongoing

Social Insurance Institution (ZUS)

AI classification and routing of employee support tickets

ZUS said AI routed about 25% of its most common employee support requests past first-line support

WorkingCompany's own claimOfficial ↗

Problem

First-line support administrators classified recurring employee requests before sending them to the appropriate support groups. This added a step before specialist teams could resolve problems.

Approach

ZUS used trained algorithms to recognize and categorize common requests in its PUK employee portal. About 25% of those requests went directly to IT or business support groups. Separate classification algorithms recommended multimedia solutions for common problems.

Results

about 25%of the most common employee requests automatically routed to support groups without first-line support, according to ZUSCompany's own claim[1]

Takeaway

The reported automation covered ticket classification and routing. ZUS did not quantify the reduction in resolution time.

Categories

Business function
IT and R&D
Innovation type
Process innovation
Evidence
Company's own claim

Sources

  1. Informacja na temat systemów z elementami AI w ZUS
    ZUS19 Feb 2026Company publication

Source summaries

[1]ZUS19 Feb 2026

ZUS identified employee-ticket routing as an operating AI application. It reported automatic routing of about 25% of the most common requests and described recommendations for common problems.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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