Smart Search Agentic AI
Smart Search Agentic AI: Enterprise Semantic Search & Knowledge Discovery Software
Executive Overview
Smart Search Agentic AI is an enterprise semantic search platform from AI-Systems. It works as an AI digital assistant for corporate archives, libraries and knowledge bases. It gives employees fast, accurate answers from R&D reports, document libraries, shared drives and external scientific and patent sources. It combines full-text and deep semantic search with typo correction and relevance ranking, so people find the right document, and the right expert, in seconds. Design targets: search precision and recall of at least 70%, information noise of at most 30%, and up to a 50% reduction in time spent searching.
Neural & Technological Stack
NLP semantic engine: full-text plus deep semantic search, synonymy and hyponymy handling, English and Russian morphology
Fuzzy search: automatic typo and OCR-error correction
Document parsing and OCR: DOC, DOCX, RTF, TXT, HTML, XML, ODT, XLS/XLSX/XLSM/ODS, PPT/PPTX/ODP, IDML, MIF, plus scans and images (Tesseract)
Deep learning (DL), Convolutional Neural Networks (CNN), Graph Neural Networks (GNN) and cluster analysis for ranking, topic grouping and knowledge graphs
Digital Advisor module: locates internal experts by topic
BI analytics and dynamic Patent Landscapes
Platform stack: Python, PyTorch, TensorFlow, FastAPI, Docker, PostgreSQL, Redis, React / Next.js
Enterprise connectors: Microsoft SharePoint, Atlassian Confluence, network file shares with Active Directory access control, SQL databases, open scientific repositories, patent databases and news portals
Target Industry Verticals
Industry 4.0 and manufacturing, R&D centres and engineering enterprises, patent and legal departments, corporate libraries and archives, digital retail, digital clinics and healthcare knowledge management. The product is applicable to all industries.
Deep-Dive ReferenceExplore the full architectural whitepaper and engineering case studies in My Projects: https://www.loranjacobs.com/my-projects/abi-smart-search
Deployment & Licensing Matrix
Product class: Expert / Business / Enterprise
Delivery model: DSaaS (Data Science as a Service)
Licence: enterprise software licence, out-licensing with milestone-based delivery
Your input: high-quality raw document data and access to source repositories
Our scope: semantic index, connectors, search UI, ranking models, expert finder, maintenance
Installation: on-premises in your environment, or in a private contour where data confidentiality requires it
Maturity: TRL 7 (operational prototype demonstrated in a real environment)
Price: €120,000, excluding sales tax
