Instead of a people-intensive, periodic event, ROAM-AI transforms ESP optimization into a nonstop autonomous process operating 24/7 at machine speed, continuously adapting in real time without the operational bottlenecks of traditional human-driven workflows.

Let’s take a deeper look at what’s holding back most ESP programs today, how ROAM-AI helps energy companies break free from the status quo, and the real, measurable ROI that can be unlocked with greater operational leverage.

Most ESP optimization programs are not limited by engineering knowledge, but by human bandwidth. Engineers painstakingly analyze constantly changing operational data and recommend setpoint adjustments for pump speed and tubing pressure. Those recommendations quietly accumulate faster than teams can execute them. In fact, we routinely see large ESP programs with hundreds of queued optimization opportunities waiting to be implemented.