QApp features QEarth, Quantico's machine learning-based earth modeling software. QEarth correlates formation properties with seismic data and maps virtually any log attribute into a very high-resolution static earth model. Our machine learning approach offers the following advantages: -Sub-seismic resolution that is not constrained by frequency and wavelengths. Empirical examples have demonstrated 2x to 10x boost in resolution. -Because the ML models do not rely on wavelet modeling, the resolution is particularly superior in pre-salt environments where attenuation causes issues. -Ability to map virtually any log attribute. Now seismic data sets can unlock property models that are more relevant for drilling and wellbore stability workflows. Improve reservoir models with seismic-derived maps of permeability. -Time to results in weeks instead of months. Skip time intensive steps in traditional earth modeling workflows such as low frequency and rock physics modeling. -Confidence indicator volumes that show the level of uncertainty in the property predictions -With the addition of real-time LWD data, QApp is able to autonomously update earth models for the latest maps of structure and hazards ahead of and laterally away from the drill bit.