We speak your language.
Cortland was built in Houston, for the industries that drive Houston. We've worked inside refineries, along pipelines, and across plant operations. When we walk into your control room, we don't need a translator.
Why industry expertise matters.
AI implementation isn't a generic exercise. The difference between a successful deployment and a failed one is whether the team building it understands your operational constraints — turnaround schedules, process safety management, union workforce dynamics, regulatory requirements, and the institutional knowledge that lives in your operators' heads, not in your databases.
Coastal technology firms can build software. They can't tell you why a reliability engineer won't adopt a tool that doesn't account for criticality ranking. We can — because we've been that engineer's partner for years.
Oil & Gas
From upstream production to midstream transport to downstream refining, we build AI solutions that work within the operational, safety, and regulatory realities of oil and gas. Our clients include operators, pipeline companies, and refiners who need technology partners that understand the difference between a turnaround and a shutdown.
Example AI applications
- Predictive maintenance for rotating and static equipment
- Pipeline integrity analytics and risk-based inspection planning
- Turnaround planning optimization
- Regulatory compliance automation (PSM, EPA, OSHA)
Industrial Manufacturing
Manufacturing operations generate enormous volumes of data across production lines, quality systems, maintenance records, and supply chains. We help manufacturers turn that data into operational intelligence — tools that reduce downtime, improve quality, and optimize throughput.
Example AI applications
- AI-driven production scheduling and optimization
- Quality defect prediction and root cause analysis
- Maintenance prioritization across complex asset portfolios
- Supply chain risk monitoring and response
Chemical & Petrochemical
Chemical operations carry unique complexity — stringent safety requirements, continuous process monitoring, and regulatory frameworks that demand precision. Our solutions are built with an understanding of process safety management, environmental compliance, and the operational culture of chemical plants.
Example AI applications
- Process safety analytics and early warning systems
- Environmental compliance monitoring and reporting automation
- Batch optimization and yield improvement
- Workforce safety analytics
Construction
Construction projects are complex, deadline-driven, and data-rich. We help construction firms apply AI to project management, asset tracking, safety compliance, and workforce optimization — turning fragmented data into decisions that keep projects on time and on budget.
Example AI applications
- Project risk prediction and mitigation planning
- Equipment utilization and maintenance optimization
- Safety incident analytics and prevention
- Document and permit workflow automation
Energy & Utilities
The energy transition is creating new operational challenges alongside traditional ones. We work with energy companies navigating reliability requirements, renewable integration, grid modernization, and asset lifecycle management — applying AI where it creates measurable operational value.
Example AI applications
- Asset reliability and condition-based maintenance
- Grid operations optimization
- Renewable asset performance monitoring
- Outage prediction and response planning
We understand your operations.
Our team has worked inside the industries we serve. We understand turnaround schedules, PSM requirements, union dynamics, and why the reliability engineer doesn't trust the CMMS data. This isn't theoretical knowledge — it's lived experience.
- Former plant operations engineers on our team
- Clients at ExxonMobil, Colonial Pipeline, Georgia Pacific
- Deep expertise in CMMS, historians, SCADA, ERP systems
- Fluent in the language of reliability, safety, and compliance
"The difference between a consulting firm and a partner is whether they understand the constraints that actually matter to you. Cortland gets it because they've been in the control room."
— Director of Reliability, Major Energy Company
Your industry. Your problems. Our expertise.
Whether you're in oil & gas, manufacturing, chemical processing, construction, or energy — we've worked your operations. Let's talk about where AI creates the highest-value impact for you.