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PLATFORM AUTOMATION · EU

Automation disclosures in DSA moderation statements.

Using published Statements of Reasons, this monitor shows whether platform providers reported automated means in identifying specific information and in deciding whether it infringed law or platform rules. It does not show whether the restriction itself was applied automatically.

  • official EU data
  • monthly comparisons
  • platform-level dossiers
  • no AI inference
Latest source month · Last checked · Data series from ·
491,248,553published statements in the selected month
236platforms in the published corpus
82%reported with automated detection
37.7%reported with a fully automated decision
THE CRUCIAL BOUNDARY

Automated does not necessarily mean AI.

The DSA data reports whether detection or a decision was automated. It does not name the specific technical method or reliably establish the use of artificial intelligence. This monitor therefore describes automation declarations—not AI use, moderation quality or legal compliance.

automation declaration ≠ AI evidence · volume ≠ quality
Full corpusMay 26
CO-REPORTED ATTRIBUTES

Detection, decision automation and visibility measures

Choose a platform and month. Links show attributes reported in the same aggregated Statement-of-Reasons records. They do not reconstruct a workflow, chronology or causal path. Select a link for the exact value.

automated detection × fully automated · 182,249,561 statements of reasonsautomated detection × not automated · 165,979,773 statements of reasonsautomated detection × partially automated · 54,368,113 statements of reasonsnon-automated detection × not automated · 54,005,867 statements of reasonsnon-automated detection × partially automated · 31,594,114 statements of reasonsnon-automated detection × fully automated · 3,051,125 statements of reasonsnot automated × access disabled · 205,400,707 statements of reasonsfully automated × access disabled · 112,396,514 statements of reasonsfully automated × removed · 40,333,772 statements of reasonspartially automated × access disabled · 24,836,251 statements of reasonspartially automated × removed · 20,011,764 statements of reasonsfully automated × other restriction · 18,155,158 statements of reasonspartially automated × other restriction · 15,998,232 statements of reasonsnot automated × removed · 11,472,347 statements of reasonsfully automated × interaction restricted · 2,207,596 statements of reasonspartially automated × demoted · 1,413,012 statements of reasonsnot automated × other restriction · 738,434 statements of reasonsfully automated × demoted · 190,769 statements of reasonsnot automated × age restricted · 157,627 statements of reasonspartially automated × age restricted · 108,221 statements of reasonsnot automated × demoted · 92,765 statements of reasonsfully automated × age restricted · 36,817 statements of reasonsnot automated × interaction restricted · 5,636 statements of reasonsfully automated × labelled · 3,330 statements of reasonspartially automated × interaction restricted · 2,136 statements of reasonsnot automated × labelled · 143 statements of reasonspartially automated × labelled · 0 statements of reasonsautomated detection402,597,447non-automated detection88,651,106fully automated185,300,686partially automated85,962,227not automated219,985,640removed71,817,883access disabled342,633,472demoted1,696,546labelled3,473interaction restricted2,215,368age restricted302,665other restriction34,891,824
A · Reported automated detection
automated detection402,597,447
non-automated detection88,651,106
B · Reported automation level of the infringement decision
fully automated185,300,686
partially automated85,962,227
not automated219,985,640
C · Reported visibility restriction
removed71,817,883
access disabled342,633,472
demoted1,696,546
labelled3,473
interaction restricted2,215,368
age restricted302,665
other restriction34,891,824

automated detection × fully automated182,249,56145.3% of the relevant stage value

Links show co-reported attributes, not a workflow, chronology or causal path. The right-hand panel contains visibility measures only; account, service-provision and monetary-payment restrictions are not included. A record may report several visibility measures, so the values overlap and must not be added.

Exact values as a table
Detection × decision
Reported automated detectionfully automatedpartially automatednot automated
automated detection182,249,56154,368,113165,979,773
non-automated detection3,051,12531,594,11454,005,867
Decision × visibility measure
Reported automation level of the infringement decisionremovedaccess disableddemotedlabelledinteraction restrictedage restrictedother restriction
fully automated40,333,772112,396,514190,7693,3302,207,59636,81718,155,158
partially automated20,011,76424,836,2511,413,01202,136108,22115,998,232
not automated11,472,347205,400,70792,7651435,636157,627738,434

Clearly explained

Does “automated” prove that a platform used AI?
No. The DSA Transparency Database contains automation declarations, but no reliable technical description of the method used. The monitor therefore deliberately refers to platform automation, not AI moderation.
Do statement counts equal the number of moderated items?
No. The unit is published statements of reasons. It is neither a reliable count of unique content nor a count of affected accounts or people.
Why can reported visibility measures add up to more than the total?
A statement can mark several visibility measures. Removal, disabling, demotion or interaction limits must therefore not be added to infer a new total.
Can I filter German platform values?
Not from this simplified monthly aggregate. It contains no territorial dimension. The monitor therefore reports EU-wide publications by platform and does not invent German subsets.
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