Traditional manual monitoring and chemical injection treatment for corrosion and scale in ESP wells chronically lead to under- or overtreatment because of the low frequency of wellsite visits. In case you missed it, in this on-demand SPE Tech Talk, Michael Van Spankeren, digital solutions manager for Schlumberger Production Chemistry, introduces an automated approach to controlling corrosion and scale that leverages production chemistry domain expertise and digital innovation. DELFI Production Chemicals integrates with edge and cloud intelligence to combine real-time data acquisition, inline physics-based modeling, and autonomous action, ensuring continuously optimized chemical treatment for ESP wells and ultimately a reduction in well failures.