From coiled tubing to wireline, this session explores innovative use of material, equipment, and digital capabilities to expand applications while improving the reliability of intervention solutions. The first part of the session will explore how advances in data use (whether in new analysis/software packages or directly embedded in the intervention hardware) can help improve diagnostics capabilities and intervention efficiency. The second part will showcase studies providing a better understanding of the operational envelope and gaps of interventions in extreme sour conditions.