CAPMAC: Innovative AI & Industrial Solutions
CAPMAC is our flagship suite of customizable, AI-driven technologies designed to address complex industrial challenges and provide intelligent data processing capabilities across multiple domains.
Video Analytics
CUDA-optimized processing for hundreds of video streams
Agentic RAG Systems
Context-aware AI agents with autonomous reasoning
Predictive Maintenance
Advanced algorithms to predict equipment failures
Autotuning PID Control
Real-time optimization of industrial control loops
CAPMAC AI-Powered Video Analytics
Revolutionary Processing
Capable of handling hundreds of video streams simultaneously using CUDA-optimized algorithms
Advanced Pattern Recognition
Features optimized video & audio indexing and precision metrics for efficient content analysis
Proven Performance
Demonstrating highly positive results with international clients like Vela Research (USA)
CAPMAC Agentic RAG Systems
Advanced AI Architecture
Built on Retrieval Augmented Generation (RAG), combining Large Language Models with custom tools and domain-specific data for context-aware answers and autonomous reasoning.
Utilizes secure, locally-running LLMs for enterprise-grade performance and reliability.
Natural Language Interface
Features conversational AI allowing non-technical staff to query complex datasets using natural language, transforming information access across education, healthcare, agriculture, cultural heritage, and enterprise knowledge management.
Successfully implemented for intelligent content analysis with exceptional performance.
CAPMAC Predictive Maintenance (PdM)
Data Analysis
Analyzes real-time and historical data using advanced algorithms
Failure Prediction
Identifies potential equipment failures before they occur
Downtime Reduction
Minimizes unplanned downtime and extends equipment lifespan
Proven Success
Validated through tests with a German startup and BPCL
CAPMAC Autotuning PID Control (AT-PID)
Automatic Optimization
Automatically optimizes PID control loops in real-time for precise process control (level, flow, temperature, pressure, speed), reducing costs and inefficiencies.
Industrial Integration
PC-based real-time AT-PID (integrating via OPC-DA/UA) successfully implemented and tested with DCS integration (Yokogawa, Honeywell) at BPCL and Aditya Birla.
Future Development
PC offline control design tools available now, with planned development for Edge-based real-time AT-PID on MCUs like STM32.
CAPMAC Deployment Flexibility
PC-based Solutions
Available in both offline and real-time configurations for maximum flexibility
Cloud-based Deployment
Scalable solutions accessible from anywhere with internet connectivity
Edge Computing
Future implementations planned on MCUs like STM32 for edge processing
Vendor-Agnostic Integration
Seamless integration with existing DCS/PLC systems via standard protocols like OPC