state
Before
→Not reported
After
observed
Back to the change radar
Permanent observed change record
Procedure newly observed
Studie: Mit Sensorik, Regelungstechnik und KI zur energieeffizienten Produktion
This record documents what the collector observed between two complete public procedure snapshots. Observation time and official publication time remain separate.
Exact before / after evidence
What changed in the public projection
Official evidence
Inspect the source publication
These links were retained with the observed source claim. Open them to inspect the official context.
- 01tenderOpen official source ↗
25910958 · 25910958
Interpretation boundary
Observed is not the same as changed by the authority at that moment
The timestamp above marks when our daily collector first saw this difference. It does not reconstruct when an authority edited a field. A missing record is never described as deleted or cancelled unless an official notice says so.
Permanent references
Use the evidence directly
i6eal (2026): Studie: Mit Sensorik, Regelungstechnik und KI zur energieeffizienten Produktion — observed public AI procurement change, observed 10 October 2026. https://i6eal.de/en/ki-vergabe/aenderung/procedure-observed-75767a9ef027b044e4900501/Compare the current public change window
The radar groups the bounded working set by observation day, source and field. Earlier permanent records remain discoverable through the cumulative archive.