This paper highlights the evolution of data collection and analytics for the well intervention and completions industry. Systems discussed include tubing conveyance systems such as coiled tubing (CT) units and hydraulic workover (HWO)/completion rigs along with the typical accompaniment of pump trucks, chemical mixing plants, and flowback systems. The topics covered will include examples of how these datasets and analyses can help optimize operational procedures, improve real-time awareness, and reduce uncertainty in operations.