Technology Consulting

At Trihydro, we understand that data are more than numbers—they are the foundation for informed decision-making, regulatory compliance, and safe streets. Our data management solutions are designed to help clients capture, organize, validate, and utilize information efficiently and securely.

We specialize in developing and implementing tailored data workflows that support environmental, transportation, and operational needs across industries. Whether managing over 1 billion connected vehicle messages daily, securing field-collected data, integrating legacy datasets, or building real-time dashboards, Trihydro provides the tools and expertise to ensure data integrity and usability from collection to reporting.

Our Capabilities

• Data Integration & Normalization: Combining disparate data sources into cohesive, structured formats for analysis and visualization.
• Database Design & Hosting: Scalable database solutions using both relational (such as PostgreSQL, SQL Server) and NoSQL/document-based platforms (such as MongoDB) to support flexible and high-performance data structures.
• Event Streaming & Kafka Integration: Real-time data ingestion and distribution using platforms like Apache Kafka to support connected vehicle networks, IoT sensors, and other high-throughput systems.
• QA/QC Protocols: Rigorous quality assurance practices support data reliability and regulatory readiness
• Real-time Monitoring & Telemetry: Systems that capture and deliver continuous environmental, asset, or operations data streams.
• GIS & Spatial Data Management: Robust geospatial solutions to map, model, and manage assets and environmental features.
• Custom Reporting & Dashboards: Interactive tools that turn complex data into clear, actionable insights.

At Trihydro, we harness the power of Artificial Intelligence (AI) and Machine Learning (ML) to solve complex environmental and transportation challenges with greater speed, precision, and scalability. From detecting hard-to-find hazards to automating quality control, our AI/ML solutions are helping clients unlock value from data that was previously underutilized or overlooked.

We believe AI and ML should be practical, transparent, and purpose-built. That’s why we embed intelligent models directly into operational workflows, pairing advanced analytics with deep domain knowledge to support results that are not just technically impressive but actionable.

Our Capabilities include:

• Predictive Modeling: Anticipate environmental risks, equipment failures, or traffic patterns using historical and real-time data.
• Computer Vision: Analyze imagery from traffic cameras, drones, satellites, and field inspection photos to identify land disturbances, infrastructure damage, or vegetation changes.
• Reinforcement & Supervised Learning: Improve models using Trihydro’s curated datasets to improve hazard detection, data classification, and site prioritization.
• AI-Enhanced Inventory: Apply machine learning to support large-scale efforts such as Abandoned Mine Land (AML) site inventories, helping identify, rank, and map features faster and more accurately.
• Integrated AI Systems: Combine AI/ML with geospatial tools, event streaming platforms, and custom dashboards for seamless deployment across client ecosystems.

Our AI/ML development is led by a multidisciplinary team of data scientists, civil engineers, and software developers working together to ensure each solution aligns with regulatory frameworks, stakeholder needs, and field realities.

Geographic Information System (GIS) is a key technology for informed decisions regarding real-world locations. Project applications include sensitive receptor proximity maps, subsurface modeling and mapping, re-vegetation plans, groundwater potentiometric surfaces, asset management, and field data collection. Informed decisions about project site features and locations are important for project success.

Trihydro’s GIS services include:

• Predictive modeling
• Spatial and 3-D analysis
• Geodatabase design
• Web mapping applications

Since 1999, Trihydro has used GIS technologies to manage and evaluate spatial information for environmental and engineering projects. Our team guides clients in collecting, analyzing, managing, and reporting data to enhance project decision-making and more efficiently manage risk. In addition to our modeling, cartographic design, and data management expertise, we collaborate with our internal software development team on custom GIS solutions. These solutions range from web-enabled spatial analysis and abandoned mine lands searches to automated predictive snow fence models and mobile GIS applications to support field data collection, navigation, and inspection requirements.