Graziano Pelle headed Feyenoord into a 29th minute lead but Ajax levelled on the stroke of halftime through Kolbeinn Sigthorsson before Veltman scored the decisive goal 18 minutes from time.
Ajax are now well placed for a fourth successive title after Twente Enschede were held 1-1 at Utrecht.
Quincy Promes celebrated his first call-up to the Netherlands squad with a first half goal away at Utrecht but Australian Tommy Oar went on a slalom run through the Twente defence straight from the second half kick off and equalised just seven seconds of the restart.
Twente and Vitesse Arnhem lie second on 49 points with Feyenoord a further four points back in fourth place.
(Reporting by Mark Gleeson)
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