Skip to content
Anthony ERIBON

Projects / Data and developer tools

Public Signals

Demand and lead-time forecasts can benefit from external information, but it arrives as articles, notices, PDFs and periodic indicators. These sources need to become comparable, traceable data before models can use them.

Public Signals collects, extracts and validates these sources into normalized observations and indicator tables. Forecast integration is the next research question; it is not yet a deployed model feature.

Articles and PDF notices are extracted; structured indicators follow a separate processing path. Normalized tables retain links to their evidence. Their intended use is to enrich demand and lead-time forecasts; the modelling integration remains to be defined.
Heterogeneous sources become tabular forecasting inputs. Displayed records are illustrative; model integration remains open. Full size