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Energy

Applied AI

Product & Design

Boosting efficiency and reducing costs through applied AI

Drilling teams needed real-time insights to avoid unplanned maintenance and downtime that cost millions. We helped Turnco build an AI-powered platform that connects live drilling sensors and visualizes performance in real time — optimizing operations, improving efficiency, and extending equipment life.

Energy

Applied AI

Product & Design

Boosting efficiency and reducing costs through applied AI

ALIGN

Our team of Arionics embedded within Turnco to understand their operational challenges and innovation goals.

Together, we mapped key needs in performance tracking, real-time monitoring, and data visualization — aligning their business priorities with technical opportunities that could deliver measurable value.

During this discovery journey, we applied Design Thinking to shift perspectives, set assumptions aside, and create an open, innovative environment where new ideas could emerge.

ALIGN

Our team of Arionics embedded within Turnco to understand their operational challenges and innovation goals.

During this discovery journey, we applied Design Thinking to shift perspectives, set assumptions aside, and create an open, innovative environment where new ideas could emerge.

ALIGN

Our team of Arionics embedded within Turnco to understand their operational challenges and innovation goals.

During this discovery journey, we applied Design Thinking to shift perspectives, set assumptions aside, and create an open, innovative environment where new ideas could emerge.

PRIORITIZE

Through our discovery insights, we identified the performance tracking and cost-efficiency gaps with the greatest business impact.

By prioritizing these areas, we focused our efforts on optimizing drilling operations through data — transforming performance metrics into actionable intelligence and setting the foundation for AI integration.

PRIORITIZE

Through our discovery insights, we identified the performance tracking and cost-efficiency gaps with the greatest business impact.

PRIORITIZE

Through our discovery insights, we identified the performance tracking and cost-efficiency gaps with the greatest business impact.

Prove

Following our Align and Prioritize stages, we transformed insights into a working AI platform that connects drilling sensors and visualizes performance in real time — a clear example of how consulting meets delivery.

This platform empowered Turnco with actionable insights, streamlined reporting, and optimized KPIs, resulting in improved drilling efficiency, cost savings, and a cohesive suite of connected tools for smarter decision-making.

Prove

Integrate

We collaborated with Turnco’s engineering teams to integrate the new platform into their daily workflows.

Our UX designers customized visualization libraries to simplify complex data, while our ML experts analyzed existing predictive models to enhance their accuracy and interpretability.

This integration enabled Turnco to monitor drilling metrics such as pressure, motor performance, and weight-on-bit directly from the field — creating a unified, data-driven reporting system.

Integrate

We collaborated with Turnco’s engineering teams to integrate the new platform into their daily workflows.

Our UX designers customized visualization libraries to simplify complex data, while our ML experts analyzed existing predictive models to enhance their accuracy and interpretability.

This integration enabled Turnco to monitor drilling metrics such as pressure, motor performance, and weight-on-bit directly from the field — creating a unified, data-driven reporting system.

Integrate

We collaborated with Turnco’s engineering teams to integrate the new platform into their daily workflows.

Our UX designers customized visualization libraries to simplify complex data, while our ML experts analyzed existing predictive models to enhance their accuracy and interpretability.

This integration enabled Turnco to monitor drilling metrics such as pressure, motor performance, and weight-on-bit directly from the field — creating a unified, data-driven reporting system.

Scale

The solution evolved into a connected suite of tools aligned with AI-FIT, Turnco’s motor certification program.

By integrating the new performance platform with AI-FIT, Turnco standardized operations, ensured motors were AI-optimized, and unlocked the ability to scale predictive insights across multiple sites — achieving measurable efficiency gains and sustained cost reductions.

Scale

The solution evolved into a connected suite of tools aligned with AI-FIT, Turnco’s motor certification program.

Scale

The solution evolved into a connected suite of tools aligned with AI-FIT, Turnco’s motor certification program.

“Arionkoder is everything I could’ve asked for. The people I work with are what makes Arionkoder great. They’ve been excellent at meeting deadlines, staying on budget, and communicating with us”

Lonnie Smith

Founder

Turnco