Ai-OPs offers a bolt-on solution for training, validating, and deploying AI Control Systems, ensuring reliable performance in automated environments. The technology enhances operational efficiency and system integration in AI applications, enabling organizations to improve control processes with minimal disruption.
Funding
$20K raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
Founders
Product
Problem
Heavy industries often struggle to optimize complex control systems in real-time, leading to inefficiencies, increased energy consumption, and process downtime. Integrating and validating AI models into existing control infrastructure can be challenging, requiring specialized expertise and potentially causing operational disruptions.
Solution
Ai-OPs offers Koios, an AI platform designed for heavy industry to optimize control systems in real-time. Koios integrates with existing control systems via standard industrial protocols, allowing for the deployment of AI models without significant disruption. The platform supports custom AI modeling or the deployment of pre-existing models, providing flexibility for various operational needs. Koios is designed for secure operation, whether connected to the internet or air-gapped, and offers features such as high availability, redundancy, and offline patching capabilities.
Target Audience
The primary target audience includes professionals in oil & gas, wastewater treatment, utilities, chemical processing, agriculture, renewables, commercial, manufacturing, and pharmaceutical industries seeking to optimize their control systems with AI.
Features
- Real-time AI engine capable of executing TensorFlow Lite models trained on two-dimensional, time-series data
- Compatibility with standard industrial protocols including OPC-UA, Ethernet/IP, SOAP, Microsoft SQL, and REST API
- Flexible deployment options, including off-the-shelf hardware, virtual appliances, and Docker containers
- Secure operation in both internet-connected and air-gapped environments
- High availability and redundancy features to ensure continuous operation
- Trending capability for data analysis and performance monitoring
- Offline patching capabilities for secure updates
- SNMP integration for network management