USE CASES

Real-world solutions built for the machines and processes that drive industrial operations.

From the Field to the Dashboard

STP Industries delivers targeted data solutions for specific equipment types and production environments. Each use case is designed to connect operational data, surface actionable insights, and drive measurable outcomes — without requiring a full-scale digital transformation.

Oil & Gas

Pump Jack Monitoring

The Challenge

Pump jacks operate continuously across remote, distributed oilfields with limited on-site personnel. Failures are often detected late, leading to costly unplanned downtime, deferred production, and reactive maintenance cycles.

The Solution

STP's Pump Jack Solution connects rod pump controllers and field instrumentation to deliver real-time visibility into pump performance, dynacard analysis, and equipment health. Operators gain early warning of rod failures, fluid pound, and pump-off conditions — enabling proactive intervention before production is lost.

Key Outcomes

Reduced unplanned downtime through early fault detection
Improved production uptime with automated pump-off control
Remote visibility across distributed well sites
Faster response to equipment anomalies

Oil & GasUpstreamPredictive Maintenance

Food & Beverage / CPG

Filling & Capping Lines

The Challenge

Filling and capping equipment is central to production throughput, yet highly sensitive to wear, misalignment, and changeover variability. Downtime on these lines has an outsized impact on output, and quality deviations can trigger costly product holds or recalls.

The Solution

STP's Filling & Capping Solution connects line PLCs, sensors, and vision systems to provide continuous monitoring of fill accuracy, capping torque, reject rates, and line speed. Operators and maintenance teams receive real-time alerts and trend data to address issues before they escalate — keeping lines running at rated capacity.

Key Outcomes

Improved fill accuracy and reduced product giveaway
Faster detection of capping torque deviations
Reduced changeover time with guided setup verification
Lower reject rates and improved first-pass quality

Food & BeverageCPG PackagingQuality

CPG Packaging

Case Packer & End-of-Line

The Challenge

End-of-line equipment — case packers, palletizers, stretch wrappers, and labelers — is often the last bottleneck before product ships. Failures here back up the entire line, and performance losses are rarely visible until throughput targets are missed.

The Solution

STP's Case Packer & End-of-Line Solution connects downstream packaging equipment to provide real-time visibility into throughput rates, fault frequency, and equipment availability. Maintenance teams can identify chronic failure modes, track MTBF trends, and prioritize PM activities based on actual equipment condition — not calendar schedules.

Key Outcomes

Increased end-of-line throughput and availability
Reduced fault frequency through proactive maintenance
Improved MTBF tracking across packaging assets
Better coordination between upstream and downstream operations

CPG PackagingEnd-of-LineThroughput

Discrete Manufacturing

Honing, CNC & Precision Machining

The Challenge

Precision machining operations demand tight tolerances and consistent cycle performance. Undetected tool wear, spindle anomalies, and process drift lead to scrap, rework, and quality escapes that erode margins and delay delivery schedules.

The Solution

STP's Honing, CNC & Precision Solution connects machine controllers and spindle data to monitor cycle times, tool load, and process parameters in real time. Deviations from baseline are flagged automatically, enabling maintenance teams to intervene before quality is compromised and production schedules are impacted.

Key Outcomes

Reduced scrap and rework through real-time process monitoring
Extended tool life with condition-based replacement
Improved OEE across machining centers
Faster root cause analysis for quality events

Discrete ManufacturingQualityOEE

See how STP can solve your operational challenges

Every operation is different. Contact us to discuss how our solutions can be tailored to your specific equipment, process, and data environment.