The on-ground treatment of the Hipparcos satellite data is the largest
and most complex data-analysis problem ever undertaken in the history
of astrometry. Assembling a final and highly accurate catalogue of st
ar positions, distances and motions presents a unique problem, both sc
ientifically and from the data-management viewpoint, for the Consortiu
m of European scientific institutes involved in the tasks. The develop
ment of the data-analysis techniques guided the development of the sat
ellite design itself. Self-checking procedures, implicit in the satell
ite measurement and data-analysis techniques, demonstrate that the ult
imate astrometric catalogue promised by the Hipparcos mission will sho
rtly become a reality.