234 incidents on record · 2026HeadlightsIncident reports by Ellie Harris · Melbourne
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HD-INC-218
Energy retail · Italy · 2026 · An energy supplier refused contracts on the result of an automated credit score and did not tell complainants what their score was or how it was worked out, although the information was in its systems

Italy Fined an Energy Supplier Whose Credit Score Refused Contracts Without Explanation

By Ellie Harris · Filed External checks counted by the Garante from 2022 to 18 March 2024; the decision records Hera saying the checks for EstEnergy had run since 2021

Alleged: EstEnergy S.p.A. and Hera Comm S.p.A. (Hera group); Experian Italia S.p.A.; Cerved Group S.p.A. developed or deployed the AI system implicated in this incident. Details are drawn from public reports; parties are presumed innocent of any wrongdoing not established by an official finding.

Italy Fined an Energy Supplier Whose Credit Score Refused Contracts Without Explanation

What happened

According to the Garante, EstEnergy used a series of checks when people applied for gas or electricity. It ran its own checks first. If those came back positive, it then queried Cerved and Experian. Their two scores were combined into the “Score CGS-X”. Above a certain threshold, the system automatically returned a “KO”.

The Garante says the investigation began after people complained that EstEnergy had refused to supply them because of a negative score, and that they were not clearly told how that score had been reached. The decision records that the complainants “hanno lamentato il diniego della fornitura di energia, da parte di EstEnergy S.p.A., in ragione della rilevazione di un profilo di rischio” (complained of the refusal of energy supply by EstEnergy because a risk profile was detected).

According to the Garante, 1,003,657 people went through the external checks between 2022 and 18 March 2024. That is the number checked, not the number refused. The decision does not say how many were refused.

What an auditable version would have shown

The decision records that when complainants asked EstEnergy about their score, the company said it did not know the details and directed them to Cerved and Experian. The Garante found the information was “invero nella piena disponibilità di EstEnergy S.p.A.” (in fact fully available to EstEnergy). In none of the complainants’ cases did EstEnergy’s replies include the score.

The decision records that in one case EstEnergy, sending a credit report from April 2022, “ha deliberatamente oscurato la parte dello stesso riportante i sotto-score” (deliberately obscured the part showing the sub-scores). EstEnergy later changed the replies it sent to people asking for information. The Garante found those newer replies still did not contain everything required under Article 15 of the GDPR.

An auditable record would make it possible to give each person refused their score, the factors behind it and the version of the model that produced it.

Where the gap was

The Garante found another problem with the data EstEnergy kept from the checks. The company retained it to consider possible changes to its rating service, and the Garante found that some of this information could become out of date. It did not find that the score itself was wrong.

The decision also notes that people subject to certain automated decisions have the right, under Article 22(3) of the GDPR, to ask for human intervention, give their point of view and challenge the decision.

Experian was examined separately. The Garante held that its scoring fell within the kind of automated decision-making described by the Court of Justice of the European Union in the SCHUFA case. It found breaches of Articles 5(1)(a) and (c), 12, 15 and 25 of the GDPR and fined Experian 120,000 euros.

A MetricRecord is designed to keep signed counts of automated outcomes, such as how many applicants were scored and how many refused.

A ConductRecord keeps each score, the inputs behind it and the model version that produced it.

MetricRecord and ConductRecord are Headlights designs.

What governance should have looked like

The Garante ordered EstEnergy, within six months, to change how it answers these requests. People asking about a decision must be given their CGS-X score and information about how it was calculated. EstEnergy must also send corrected replies to the complainants and put procedures in place for correcting information and requesting human intervention.

The Garante fined EstEnergy 1,400,000 euros. According to the Garante, related decisions fined Hera Comm 5,800,000 euros and Cerved 400,000 euros, and the four fines, including Experian’s, totalled 7,720,000 euros.

The decision allows thirty days from its communication to oppose it before the ordinary courts. On 21 July 2026, Hera Comm and EstEnergy said they had already made corrective changes and were considering their options, including a possible opposition. The sources reviewed do not establish whether one was filed as of 3 October 2026.

Where an organisation refuses an essential service on an automated score, best practice would be to tell each person their score and its main factors when they ask, and to offer a quick route to a human review.

Failure Pattern: according to Italy’s data protection authority, an energy supplier used an automated credit score in refusing contracts, and did not tell the complainants what their score was or how it was calculated, although the information was in its systems.

Governance Principle: an organisation that refuses a service on an automated score should be able to give each person their score, the main factors behind it and a route to a human review.

The reference implementation of MetricRecord and ConductRecord is open source. It lives at github.com/saffronandindia/headlights-oss, Apache 2.0 licensed and free to install. The repository is public now.

Sources

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The record

An auditable system would have produced a signed, tamper-evident record the moment this happened: what the system did, the version that did it, the basis it acted on, and the action taken, and EstEnergy S.p.A. and Hera Comm S.p.A. (Hera group); Experian Italia S.p.A.; Cerved Group S.p.A. could have produced it on demand.

This is the record the system as deployed did not produce in a signed, auditable form.

What this teaches
Capture what happened when it happens
What the system did, the version that did it, the basis it acted on, and the action taken, recorded at the moment, not reconstructed after.
Sign it, so no one has to trust the record-keeper
A tamper-evident entry. Edit it later and the signature breaks. The record does not ask for the benefit of the doubt.
Make it verifiable by anyone
A court, a regulator, a customer's lawyer can check the record themselves, without taking the company, or us, at our word.

Headlights summarises publicly reported AI incidents. All summaries are independently written, attributed to their original sources, and intended for research and educational purposes. Allegations are identified as such until established through official findings.

Last reviewed October 2026. This report is based on the sources listed above and reflects information available at the time of review; later developments may not be captured. Where a person is described as charged with or alleged to have done something, that allegation is unproven unless a conviction or a court or regulatory finding is stated. Headlights publishes journalism and commentary, not legal advice.

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