Operating & Repair Document Search
Use Case
Using a customized Natural Language Interface, Neural MRO lets users find what they need in seconds. Unlike traditional search tools that rely on keyword matches, The agent’s multi-modal capabilities allow users to search across text, images, charts, audio files, and tables. This ensures that all relevant information, regardless of format, is easily accessible.
Analyze MRO Event Logs for Insights
Use Case
MRO activities are interconnected. Our AI agent for industrial maintenance leverages historical repair logs and event data to uncover patterns and trends influencing asset downtime. By processing this data, users gain deeper insights, enabling proactive maintenance strategies and minimizing operational disruptions.
Regulatory Compliance
Use Case
As companies expand their physical presence and accumulate more assets, ensuring compliance with local and federal regulations becomes increasingly challenging. The Neural MRO agent ingests publicly available laws and regulations, allowing users to interact with the AI to access relevant regulatory information and stay compliant quickly.
Operating Manual AI Assistant
Discover how an enterprise leader in power equipment manufacturing leveraged Neural MRO to enhance and automate its MRO processes. Implementing Neural Search’s AI-enabled search agent significantly reduced the time needed to locate relevant information in operating manuals.
Repair Event Processing
Discover how the FAA improved data access. Neural MRO processes diverse data sources, providing accurate and tailored answers to user queries. The AI agent enhances MRO event classification, saving users an average of 15% more time daily while improving operational efficiency.
AI Regulatory Agent
Neural MRO delivered a robust question-and-answer tool for an enterprise energy company that processes over 50,000 internal documents against dynamic regulations for a pipeline expansion project. The system drastically reduced search time and boosted compliance.
Process All Data
Neural MRO processes various data types—text, images, charts, audio, and tables—ensuring you can access and analyze all relevant information, regardless of format. This feature provides a comprehensive search experience vital for effective maintenance tasks.
Operational Cost Savings
By automating MRO processes and reducing downtime, the Neural AI agent helps lower operational costs and provides long-term savings. Our solution enhances efficiency, leading to better resource allocation and stronger client relationships.
Flexible Deployment Options
Choose the deployment method that best fits your organization—whether on-premise or in the cloud. Our AI agents integrate seamlessly with your existing infrastructure, offering flexibility to meet your specific security and operational needs.
Intuitive User Interface
Neural MRO’s simple, natural language interface makes it easy for all users to interact with the system, regardless of technical expertise. This reduces the need for extensive training and ensures that advanced search capabilities are accessible to everyone.
Precision in MRO Applications
Tailored specifically for MRO, our AI agents deliver highly accurate and relevant search results. It addresses the unique challenges of maintenance & repair information and enhances the overall effectiveness of MRO processes and decisions.
Adaptive Learning
Our AI continuously learns and improves, refining search accuracy and providing deeper insights. This proactive approach helps you anticipate maintenance needs and potential issues, reducing downtime and lowering maintenance costs.
1. Document Parsing and Ingestion
Neural Search uses advanced OCR (Optical Character Recognition) and deep learning techniques to extract and index data from unstructured documents, ensuring all information is accessible and ready for retrieval.
2. Vector Database Storage
All parsed content is stored in a vector database, enabling fast and precise similarity searches so you can quickly find relevant information based on context.
3. LLM Retriever-Generator
Leveraging large language models (LLMs), Neural Search retrieves the most relevant context from the knowledge base and generates accurate, context-aware answers.
4. User Interface
The system offers an intuitive, chat-like interface, making it easy for users to interact and retrieve information with minimal training required.
Prototype Package
- Deployed in 3 months
- Rapid deployment to get your team started with basic search capabilities
- Tailored To Process MRO-Specific Data For Higher Relevance And Accuracy
- Easy-to-use interface for straightforward searches and retrievals
- Limited to static documents, providing basic search functionality across text, images & charts
MVP Package
- Deployed in 5 months
- Option for on-premise or cloud deployment based on your IT infrastructure
- Tailored to process MRO-specific data for higher relevance and accuracy
- Advanced interface with improved search and retrieval accuracy
- Enhanced to ingest and analyze new documents as they are added
Production Package
- Deployed in ~9 months*
- Complete flexibility for on-premise or cloud deployment, tailored to your security and IT needs
- Highly precise processing of MRO-specific data and use cases
- Fully optimized interface for advanced search and retrieval
- In-depth analysis, predictive insights, and continuous improvement of search results
- All features rigorously tested and validated in a production environment
- Comprehensive processing across all data types including text, images, charts, audio files, and tables