The project COMSODE is an SME-driven RTD project aimed at progressing the capabilities in the field of Open Data re-use. Our concept is an answer to barriers still present in this young area: data published by various Open Data catalogues are poorly integrated; quality assessment and cleansing are seldom addressed. Costs of Open Data consumption are high and Open Data usage is still poor. COMSODE tries to change the game.