Applied Science for Operations:
Chemistry. Data. Performance.
Our team brings together chemistry, data science, and operational expertise to solve complex industrial challenges. We translate scientific understanding into practical solutions.
Deep Insights and Actionable Strategies
Our Approach
Our approach combines chemistry-led diagnosis, advanced data science, and speed to impact to solve complex operational problems.
By combining deep technical expertise with an agile, results-oriented mindset, we drive strategic, science-backed transformations that deliver real business value.
Chemistry and Applied Science Services
Production & Completions Chemistry
We design and optimize chemical programs across the well lifecycle, from treatment selection and completions chemistry to vendor benchmarking and dosing optimization.
Corrosion Modeling & Asset Integrity
Physics- and chemistry-based models that predict corrosion and equipment risk from data you already collect, before failures happen.
Fluid Fingerprinting & Compatibility
Fluid fingerprinting, crude compatibility, and asphaltene screening that catch blending and fouling risks before they reach your facilities.
Water Chemistry & Reservoir Diagnostics
Frac, flowback, and produced water chemistry used as a diagnostic window into reservoir health, scaling risk, and water management.
Well Integrity & Root Cause Analysis
First-principles failure investigation that combines chemical analysis with operational data to find root causes and fix them.
Fractional PhD Services
For complex technical challenges, giving engineering and operational teams access to expertise for technical reviews, investigations, chemistry programs, applied research, model development, and critical decision support.
Digital & Technical Services
AI, ML & Predictive Intelligence
We develop and deploy AI/ML solutions tailored to business needs, including natural language processors for unstructured data, predictive models for production and power forecasting, and computer vision for analyzing field images like corrosion detection.
Business Intelligence Analytics
Our BI analytics solutions integrate data to visualize performance in modern, interactive dashboards, offering real-time insights into key operational metrics, financial performance, and production trends.
Custom Application Development
We develop custom data capture apps that allow businesses to efficiently enter, save, and organize data into a secure database.
Data Engineering & Scalable Infrastructure
With expertise in data engineering, we design and deploy systems that collect, store, and transform raw data into structured formats for advanced analysis.
Data Historian Implementation and Maintenance
As a certified partner of Canary Labs, we deliver proprietary solutions for successful historian implementations, ensuring seamless integration, data integrity, and optimized performance for industrial data environments.
Time-Series Data, Historian Software, SCADA Integration, Real Time Data Systems, Industrial Data Solutions, Historian System Maintenance. www.CanaryLabs.com
Where Chemistry Meets Data
35+
Operators Served
14+
Countries Supported Globally
32+
Peer-Reviewed Publications
Where Chemistry Meets Data
Meaningful innovation happens through collaboration
Publications
Explore our work through our research, publications, and reports.
Browse our latest research, reports, and thought leadership on energy, data analytics, and innovation shaping the North American resource and other industry sectors.
Chirality Research
Finding Clarity in Clutter
Founded in 2014 by Dr. Huzeifa Ismail who holds a PhD from MIT, we are based locally in North America, bringing our expertise in data science and analytics directly to the Energy industry.
Chirality operates as technical science partner, filling the gap left by scaling back of in-house chemistry and research capabilities. We combine production chemistry, corrosion and integrity modeling, and fluid analysis with advanced data science and analytics to solve problems that neither discipline can solve alone.