Ambyint has partnered with ROAM-AI to deliver an AI and edge-enabled ESP optimization platform. It generates physics-constrained pump speed and tubing pressure recommendations with ML and executes in real-time with AI (full hardware + software solution). This reduces failures, extends pump life, improves production, and increases workforce efficiency.
Autonomous Setpoint Management
See a dashboard of recommended setpoint adjustments, which can be implemented manually or fully automated with override available.
Anomaly Protection & Predictive Maintenance
Reduces equipment wear by stabilizing intake pressure, mitigating gas interference, and smoothing load and ramp profiles.
Surveillance and Analytics
Decision support features include telemetry and production plotting engine, AI engineering assistant, and runtime analysis.
Boost Productivity
Optimizes well and workforce productivity, uplifting production 3-8% while giving engineers and field teams valuable time back.
Optimizing Your Production - Here's How
ROAM-AI combines SaaS and wellhead hardware for granular pressure control and automated pump speed adjustment. Trained on hundreds of wells across North America, the operating limits are defined by pump curves, nodal analysis, inflow performance, and real-world constraints.