Advanced Analytics
Process monitoring, troubleshooting, and continuous optimization through statistical modeling, data visualization, and machine learning pipelines in Python.
About us
Turning plant datainto engineeringintelligence.
We partner with energy and chemical companies to transform raw operating data into high-fidelity models and actionable intelligence.
- Founded
- 2021
- Headquarters
- Greater Houston, Texas
- Industries
- Energy & Chemicals
From the field to the model
Every model we build starts with how the equipment really runs — on site, under real operating conditions.
- Founded in Greater Houston
- 2021
- Core capabilities
- 4
- Equipment digital twins built
- 3
- Energy & chemical sectors served
- 5
Our Mission
Why weexist
We believe in driving innovation through data science and digitalization across process control, optimization, safety management, technology development, and scale-up.
Today, companies developing new processes and products rarely leverage the full potential of their lab and plant data. Aggressive deadlines and immediate operational KPIs often force teams into sub-optimal tradeoffs.
We partner with our clients to bridge that gap, transforming raw operating data into high-fidelity models and actionable intelligence. By integrating deep domain expertise with modern digital tools, we relieve the pressure of tight schedules and deliver reliable, optimized engineering solutions.
Core Services
Four corecapabilities
We serve the energy and chemical sectors, including:
- Upstream oil & gas
- Renewables
- Midstream
- Refining
- Specialty chemicals
Digital Twins
Engineering-grade digital twins built with first-principles thermodynamics, machine learning, and hybrid semi-empirical models to support technology maturation, scale-up, and advanced process control.
Workflow Digitalization
Modernization of core process engineering and Process Safety Management (PSM) workflows to accelerate project delivery cycles and eliminate manual errors.
Strategic Development
Early-stage conceptual engineering and alternative evaluation supported by rigorous Front-End Loading (FEL), techno-economic assessments, and life cycle analyses (LCA). This includes rigorous process simulation and equipment rating using industry-standard tools.
- Aspen Plus
- Aspen HYSYS
- Aspen EDR
- HTRI
Specialities
Where wego deep
- Upstream Oil/Gas Facility
- Biofuels
- Biorefinery
- Process Modeling and Design
- Techno-Economic Analysis
- Technology Scale-up
- Early Concept Selection
- Project Front End Loading
- Project Design Basis
- Technology Feasibility Study
- Conceptual Design Studies
- Process Monitoring and Optimization