On-chip data transport network architectural units are assigned preferred placement locations based on architecture-level constraints. The preferred placement locations are used to generate placement constraints for a place and route tool. The placement constraints are applied to cells that are synthesized from each architectural unit. Constraints are blockages, fences, regions, and guides. Preferred placement locations are mapped to grid elements. Each grid elements defines a cell placement constraint.