Transforming Data with AI Solutions

Custom AI Solutions

Discover our tailored AI services for effective data analysis and retrieval.

At IES Machine Learning, we specialize in providing innovative AI solutions that enhance data processing and analysis. Our expert team is dedicated to delivering intelligent systems that meet your unique needs.

SRM

The Semantic Reasoning Model (SRM) is an AI-powered system designed to retrieve and synthesize technical knowledge from specialized document collections or databases that are not accessible through general web search — and are therefore absent from the training sets of commercially available large language models. SRM was developed by IESMachineLearning.com

Unlike conventional chatbots or keyword-based search engines, SRM interprets the meaning behind user queries and maps them to relevant content within a proprietary knowledge base owned by the client. It uses Retrieval-Augmented Generation (RAG) to combine semantic search with large language model reasoning, delivering context-aware, technically accurate responses tailored to a specific domain.

SRM is significantly more efficient than conventional large language model training, as its domain-specific adaptation is limited to the client’s private database. At the same time, it can optionally enhance responses using publicly available data from general-purpose LLMs — without ever exposing the proprietary database to external systems or search engines.