Our Services

Comprehensive industrial AI and controls engineering solutions tailored to your operational technology needs

Privacy-Centric AI for Operational Technology

Deploy powerful AI solutions with flexible options tailored to your security requirements. Choose from on-premises, private enterprise cloud (Microsoft Azure, AWS Bedrock), or hybrid deployments while maintaining complete control over your sensitive industrial data.

Secure on-premises data center infrastructure for AI deployment
Key Benefits
  • Flexible deployment options: on-premises, private cloud, or hybrid
  • Private enterprise cloud deployments via Microsoft Azure and AWS Bedrock
  • Air-gapped architecture support for isolated networks
  • Local LLM deployment and edge computing solutions
  • Compliance with data protection regulations
On-Premises Deployment

Install AI models directly on your infrastructure. No cloud dependencies, complete control over data flow and processing.

Private Enterprise Cloud

Secure deployments on Microsoft Azure or AWS Bedrock with enterprise-grade privacy, dedicated resources, and regulatory compliance.

Air-Gapped Systems

Specialized solutions for isolated networks and high-security environments where internet connectivity is not permitted.

Edge Computing

Run AI inference at the edge for real-time decision making with minimal latency and bandwidth requirements.

AI-generated control narrative documentation example

AI-Assisted OT Deliverables

Accelerate your engineering documentation workflow with AI-powered tools. Generate comprehensive, consistent documentation in a fraction of the time while maintaining professional quality standards.

Time Savings

Reduce documentation time by up to 80% while improving consistency and reducing human error. Focus your expertise on critical engineering decisions rather than repetitive documentation tasks.

Documentation Services
  • Control narrative generation for process systems
  • Factory Acceptance Test (FAT) and Site Acceptance Test (SAT) documentation
  • Automated PLC code generation
  • Training and Maintenance Manuals

Industrial Agent Development

Build intelligent automation systems that learn, adapt, and optimize your industrial processes. Combining deterministic statistical methods with AI for robust, cost-effective solutions. See our interactive case studies demonstrating AI-assisted documentation and AI-enhanced predictive maintenance in action.

Agentic AI system architecture and workflow visualization
Capabilities
  • Hybrid statistical and AI analysis pipelines
  • Multi-stage processing with coordinated workflows
  • Intelligent process optimization
  • AI-enhanced predictive maintenance solutions
  • Integration with existing control systems
Experience Hybrid AI Systems in Action
Explore our interactive Predictive Maintenance demo showcasing real-time sensor monitoring, statistical anomaly detection, mathematical trend analysis, and AI-powered maintenance recommendations.
Intelligent Workflows

Design automated systems that handle complex workflows, from data collection and statistical analysis to AI-powered decision-making and execution, with human oversight where needed.

Process Optimization

Agents that continuously monitor and optimize process parameters to improve efficiency, reduce waste, and maximize output while maintaining safety constraints.

AI-Powered Internal Knowledge Base

Transform scattered technical documentation into an intelligent AI assistant that provides instant, accurate answers with source citations. Enterprise-grade RAG (Retrieval-Augmented Generation) system deployed 100% privately within your infrastructure.

Demo Available Upon Request

Contact us to arrange a personalized demonstration of our knowledge base capabilities tailored to your specific use cases.

Core Capabilities

Hybrid RAG Architecture

Combines semantic search with keyword matching for best-in-class retrieval accuracy. Ensures critical technical terms are matched while understanding context and meaning.

Graph RAG (Neo4j)

Maps relationships between technical concepts, equipment dependencies, and system connections. Enables complex queries across interconnected industrial systems.

Agentic Query Processing

AI agent analyzes and reconstructs unclear queries, breaks complex questions into sub-queries, and self-corrects when initial retrieval is insufficient.

100% Private Deployment

On-premises, air-gapped, or private enterprise cloud options. Your sensitive industrial data never leaves your network. Full compliance with data protection regulations.

Enterprise Features

Role-based access control (RBAC), single sign-on (SSO) integration, scalable to 100+ concurrent users. Audit logging and full compliance tracking.

Universal Document Ingestion

Cutting-edge content extraction engines intelligently process complex tables, graphs, and handwriting. Perfect for scientific data, P&IDs, process diagrams, PDFs, CAD drawings, and more.

Industrial control system with PLC and HMI panels

Controls Engineering Services

Comprehensive controls engineering services covering the full project lifecycle. From initial design through commissioning and ongoing support.

  • System design and architecture
  • Programming and configuration
  • Testing and commissioning
  • System upgrades and migrations
Platform Expertise

PLC Development

Allen-Bradley (ControlLogix, CompactLogix), Siemens (S7, TIA Portal), Schneider Electric, Mitsubishi, and more

HMI Development

FactoryTalk View, Ignition SCADA, WinCC, Wonderware, and custom web-based HMIs

SCADA Systems

Complete SCADA architecture design, implementation, and integration with enterprise systems

Full Stack Software Development

Enterprise-grade web applications for industrial automation, bridging IT and OT systems. Modern architectures integrating PLCs, SCADA systems, and real-time process data with scalable web interfaces.

Modern web-based SCADA system dashboard
Technical Stack & Capabilities

Frontend Development

  • Next.js 15 with React 19 and TypeScript
  • Server-side rendering and Edge Runtime optimization
  • Real-time dashboards with WebSocket streaming
  • Responsive industrial HMI interfaces

Backend Development

  • Node.js API development with RESTful and GraphQL
  • PostgreSQL and TimescaleDB for time-series historians
  • Prisma ORM for type-safe database operations
  • NextAuth.js for enterprise authentication
Industrial IT/OT Integration

Protocol Integration

  • OPC-UA client/server implementation
  • MQTT and MQTT Sparkplug B messaging
  • Modbus TCP/RTU for legacy device integration
  • RESTful APIs for PLC and SCADA connectivity

Enterprise Features

  • Role-Based Access Control (RBAC)
  • Multi-tenant architecture support
  • Audit logging and compliance tracking
  • Docker containerization and microservices
This Site: A Working Example
This website serves as a portfolio demonstration of full-stack capabilities. Built with Next.js 15, React 19, TypeScript, and PostgreSQL, it showcases modern web architecture patterns applicable to industrial automation systems. View the complete technical documentation in the project repository.
Web-Based SCADA

Modern browser-based SCADA systems replacing legacy desktop applications. Real-time data visualization, alarm management, and operator interfaces accessible from any device.

SQL Historians

PostgreSQL and TimescaleDB implementations for process data historians. Efficient time-series data storage, querying, and analysis with seamless integration into existing SCADA systems.

Industry 4.0 Integration

Connect legacy OT systems with modern IT infrastructure. Edge computing, cloud integration, and real-time analytics for digital transformation initiatives.

Ready to Get Started?

Contact us to discuss how we can help with your industrial AI and controls engineering needs.