Ambyint has partnered with ROAM-AI to deliver an AI- and edge-enabled ESP optimization platform that maximizes production and minimizes failures. Trained on 5+ years of operating history across 400 wells, the solution continuously adjusts pump speed and tubing pressure to maintain optimal conditions, boost uptime, and stabilize production. Operators can deploy the full hardware-and-software solution for autonomous control or choose a streamlined software-only option to integrate with existing infrastructure.
                      
                      
                    
                              
                            
                          Artificial Lift Optimization
Autonomous ESP solution that Maximizes oil production by balancing output and minimizing
disruption events.
                              
                            
                          Data Foundation
Modernize and migrate operations to the cloud with robust, secure, and integrated data solutions.
                              
                            
                          Smart Surveillance
Enhance field safety and security by combining advanced computer vision with Generative AI-powered analysis.
ESP Optimization
ROAM-AI empowers operators to react faster than ever, making sub-second adjustments to well performance that go far beyond traditional auto-choke capabilities. Our integrated hardware and AI-driven software enable dynamic, autonomous control of ESPs, reducing manual intervention and eliminating the constant context switching that drains productivity. Customers are seeing up to 33% longer ESP run life, 50% reduction in failure rates, and as much as 8% more oil production per well, delivering higher margins and lower LOE.
Two Pathways to Optimized ESP Performance
ROAM‑AI offers two deployment options that meet you where you are—choose full autonomy with edge hardware, or a streamlined software‑only path that layers onto your existing stack.
Full Solution (Hardware + Software)
Autonomous optimization with coordinated pump speed & tubing backpressure control at the edge.
- Production uplift up to 8%
 - Stable pressure control to ±5 psi
 - Downtime cut by ~50% with auto‑restarts & fail‑safes
 - Fewer field trips with on‑site autonomous valve/controller
 
Software-Only Solution
Cloud‑delivered optimization and recommendations that layer onto your existing infrastructure.
- Measured production gains around 3%
 - Target pump speed & tubing pressure recommendations
 - Lower entry cost; faster onboarding
 - Field crews adjust valves/chokes manually
 
FAQs
 
          What types of POCs do you operate on?
          
            
            
            
          
          
        - ROAM-AI is agnostic, solutions are compatible with all models.
 
 
          What are your SCADA requirements?
          
            
            
            
          
          
        - ROAM-AI is agnostic, solutions are compatible with all models.
 
 
          What data requirements do you have?
          
            
            
            
          
          
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Production Stats
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Well Identifiers
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Surface Locations
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Produced Volumes
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Forecasted Volumes
 
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Telemetry & Flowrates
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Amperage & Volts
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Setpoint Frequency
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Motor Speed
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Temperatures
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Pressures
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Flow Rates
 
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Pump Models
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Name & ID
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Model & Package
 
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          What surveillance do you offer?
          
            
            
            
          
          
        - ROAM-AI’s solution provides optimization
informing the operator of the next decision to make. Surveillance is a bi-product of the solution
which includes:- A single platform for full decision support analysis with telemetry and production plotting engine
 - Virtual Production Engineer
 - Runtime Analysis
 
 
 
          What types of anomalies do you monitor for?
          
            
            
            
          
          
        - Multi-variant thresholds
 - Erratic behavior
 - Runtime anomalies
 
 
          What setpoints do you help manage?
          
            
            
            
          
          
        - Tubing Pressure
 - Drive Frequency
 


