Deep mixing and jet grouting with cement are widely used to improve soft clayey soils as part of stability intervention in deep excavation and tunnelling. The quality of the improvement is often evaluated by measuring the strength of cored samples after the installation of deep mixing or jet grout columns. Although the spatial variability in the strength of cement-treated soil in such operations has been reported, this variability, as well as its influence on design and construction control, has still not been well-characterized. Using data from two field cases, this paper examines two issues associated with strength measurement and its usage in design. The two field cases are the ground treatment works for Marine Bay Financial Centre and the Marina One projects, which lie in the same locality, overlying thick layers of soft marine clay. The first issue examined is the time interval between ground treatment and core testing. The effect of this parameter on the measured strength and its implications on ground treatment construction control are discussed. The second issue relates to the specification of design strength, which takes into account the strength variability of the ground. The robustness of several criteria with respect to sample sizes is examined using the data from these sites, leading to recommendations for design strength and control measures.