solution: Intelligent Well & Field Lifecycle Analytics
See the whole asset lifecycle clearly, from drilling to decline.
Decisions made early in the well lifecycle have lasting operational and financial impact. This solution unifies subsurface, drilling, production, and operational data to support better decision-making across the full well and field lifecycle.
Frame delivers the solution through data engineering, analytics, and AI services that enable integrated analytics, performance tracking, and optimization across upstream operations.
Operators face costly unplanned downtime due to fragmented telemetry, inconsistent sensor quality, and a maintenance model that reacts to failures rather than predicting them. These gaps limit visibility into asset health and increase operational risk.
Fragmented drilling, completions, production, and workover data across multiple legacy systems.
Limited ability to compare wells, pads, or fields due to inconsistent data structures and reporting
Reactive identification of underperforming wells or unexpected declines.
No integrated model to evaluate interventions, refracs, or artificial lift adjustments.
Difficulty forecasting production and decline curves using traditional methods.
Frame builds a unified well and field lifecycle analytics platform that consolidates subsurface, drilling, completions, and production data into a single lakehouse. Using AI and advanced analytics, Frame enables operators to evaluate well performance, identify optimization opportunities, and forecast production more accurately at scale.
Centralized lakehouse integrating drilling, completions, SCADA, historian, and reservoir datasets.
Automated well-performance scoring to benchmark wells, pads, and artificial lift configurations.
AI-driven decline curve modeling and production forecasting with far greater accuracy than traditional methods.
Analytics that identify underperforming wells and recommend operational adjustments or interventions.
Integrated economic modeling to evaluate refracs, workovers, and lift system changes.
Organizations gain deeper visibility into well performance, improved forecasting accuracy, and a clearer understanding of where to allocate capital and operational resources. This enhances production planning, reduces decline-rate uncertainty, and maximizes field value.
Improved well performance through data-driven optimization recommendations.
Higher accuracy in production forecasting and decline analysis.
Faster identification of underperforming wells and corrective actions.
Reduced analysis time through automated reporting and lifecycle dashboards.
Better capital allocation with integrated economic and intervention modeling.
Our Approach – Minimize risks and maximize return.
Frame delivers with confidence through proven, repeatable methods that reduce cost overruns, project delays, and operational uncertainty. Our AI-enhanced delivery model helps to ensure consistent execution across cloud-native, analytics-driven architectures—while hyper-local teams and nearshore scale drive efficiency without compromising quality. Frame’s prebuilt accelerators, reusable IP, and tight feedback loops fast-track speed-to-value while maintaining full transparency and shared accountability every step of the way.
Discover & Design
Start with business goals, identify the right opportunities, define the value and chart a clear plan.
Build & Modernize
Extend and modernize your data and architecture with scalable platforms and secure pipelines while complimenting your existing systems.
Scale & Evolve
Scale high-impact AI use cases, establish sustainable governance, and evolve with frameworks that support agility, adoption, and long-term value.
Value Delivery
We don’t just modernize—we deliver outcomes you can measure: faster cycles, smarter operations, and durable solutions that evolve with change.
