CLIPPER Beyond Shortlisting: Auditable Decision Support for Changing Municipal Micromobility Policies

Abstract

CLIPPER combines bounded candidate pools, exact constraint checks and optional full-set audits for changing municipal micromobility policies. Evaluations in Braunschweig, Munich and Berlin examine runtime, coverage and site-level changes across policy edits. Versioned inputs and explicit site-change reports inform a proposed municipal decision process; implementation still requires municipal assessment. Accepted at SpatialConnect 2026, co-located with ACM SIGSPATIAL.