Industries
Built for the Most Demanding Process Environments
We operate where data complexity is highest and the cost of poor decisions is greatest. Our work spans the full spectrum of process industries — each with its own data challenges, and each solved with the same precision.
Upstream to Downstream
Oil & Gas
From wellhead instrumentation to refinery throughput optimization, we capture and visualize the performance data that keeps hydrocarbon operations running at peak efficiency. Our work spans exploration, production, midstream transport, and downstream processing.
Key Data Challenges
High-volume, high-velocity sensor data from distributed assets
Regulatory compliance reporting across multiple jurisdictions
Unplanned downtime costing millions per hour
Aging infrastructure with fragmented data systems
Margin Optimization at Scale
Refining
Refinery margins are won and lost in the data. We build the visualization and analytics infrastructure that gives refinery operators and planners real-time visibility into unit performance, energy consumption, yield, and throughput — enabling faster, better decisions at every level.
Key Data Challenges
Complex unit interactions requiring integrated data views
Energy intensity and emissions monitoring under regulatory pressure
Turnaround planning dependent on accurate historical performance data
Yield optimization requiring sub-second process data resolution
Precision in Complex Chemistry
Petrochemicals
Petrochemical operations demand data precision at the molecular level. We instrument and visualize the process variables that determine product quality, yield, and safety — giving your engineers the data clarity to optimize reactions and minimize off-spec production.
Key Data Challenges
Product quality tied to narrow process parameter windows
Multi-stream feed variability requiring adaptive monitoring
Safety-critical process limits with zero tolerance for data gaps
Catalyst performance tracking across long operational cycles
Reliability at Grid Scale
Power Generation
Power generation assets — whether gas turbines, combined cycle plants, or renewable facilities — require continuous performance monitoring to maintain reliability and efficiency. We build the data infrastructure that keeps your generation assets visible, predictable, and optimized.
Key Data Challenges
Equipment health monitoring across rotating and static assets
Heat rate optimization under variable load conditions
Dispatch decisions requiring real-time performance data
Compliance with NERC and regional grid operator requirements
Quality and Compliance, Continuously
Water Treatment
Water and wastewater treatment facilities operate under strict regulatory frameworks with zero tolerance for quality failures. We deploy data capture and visualization systems that give operators continuous visibility into treatment performance and compliance status.
Key Data Challenges
Continuous effluent quality monitoring against permit limits
Chemical dosing optimization to reduce operating costs
Aging SCADA systems with limited data accessibility
Regulatory reporting requiring auditable data trails
From Ore to Output
Mining
Mining operations generate enormous volumes of process data across extraction, crushing, grinding, flotation, and smelting. We build the data infrastructure that connects these stages into a unified performance picture — enabling throughput optimization and cost reduction.
Key Data Challenges
Distributed assets across large geographic footprints
Ore variability requiring adaptive process control data
Energy consumption as a primary cost driver requiring real-time visibility
Tailings and environmental monitoring under increasing scrutiny
Data Integrity for Regulated Manufacturing
Pharmaceuticals
Pharmaceutical manufacturing operates under the most stringent data integrity requirements of any process industry. We build data capture and visualization systems that meet FDA 21 CFR Part 11 and GMP requirements — ensuring every batch is fully documented and every deviation is visible.
Key Data Challenges
21 CFR Part 11 compliant data capture and audit trails
Batch record completeness and deviation detection
Critical process parameter monitoring during validation
Technology transfer data packages for new product introductions
All Sectors
Your Industry. Your Data. Our Expertise.
Every process environment is different. Tell us about yours.