Enterprise AI
Auditable, scalable AI architectures aligned with enterprise workflows.
Learn MoreMansel Technology
Enterprise AI and Data Infrastructure Solutions
Mansel develops OCR, RAG, document intelligence, private knowledge search, vector search, and modern enterprise software solutions.
OCR RAG Vector Search Document Intelligence Private Knowledge Search Data Infrastructure
Enterprise positioning
Secure, scalable, and practical technology systems
Mansel combines enterprise AI, document intelligence, data infrastructure, and modern software development to design solutions aligned with real integration, security, and business workflow constraints.
AI RAG, OCR, and document intelligence
Data Vector search and storage scenarios
Software Enterprise service and interface development
Solution areas
Technology approaches for enterprise needs
RAG & Knowledge Search
Context-aware search and answer flows across private documents, data, and knowledge sources.
Learn MoreDocument Intelligence
OCR, classification, field extraction, and document-centered workflows.
Learn MoreData Infrastructure
Vector search, object storage, database, and integration layers.
Learn MoreModern Enterprise Software Development
Enterprise systems, integrations, and product-ready software solutions.
Product and solution focus
ManselIQ and ManselVision at the center
Enterprise RAG and knowledge search platform
ManselIQ
ManselIQ is Mansel's primary product focus for RAG-based private knowledge search across internal documents and knowledge sources.
Learn MoreOCR and document intelligence solutions
ManselVision
ManselVision is a primary platform initiative developed around OCR, document preprocessing, document understanding, and structured extraction.
Learn More Visit product siteEnterprise AI and data infrastructure approach
ManselBridge
ManselBridge is an enterprise AI and data infrastructure solution approach that brings together RAG, OCR, vector search, object storage, ECM modernization, and private AI infrastructure scenarios.
Learn MoreField operations and safety workflows
SafeStep
SafeStep is an active product initiative focused on field operations, safety workflows, process tracking, and operational visibility.
Learn More Visit product siteFinancial intelligence and analytics focus
ProfitPulse
ProfitPulse is positioned as a focused financial intelligence and analytics initiative within Mansel's product portfolio.
Learn MoreManselBridge approach
An architectural bridge between enterprise knowledge systems and AI layers
ManselBridge is positioned as an enterprise AI and data infrastructure solution approach that brings together RAG, OCR, vector search, S3-compatible object storage, ECM integration, and private AI infrastructure scenarios.
Explore ManselBridge RAGOCRVector searchObject storageECM integrationPrivate AI infrastructure
Technology ecosystem
Infrastructure components evaluated by scenario
Technology names are referenced only in the context of architecture evaluation and integration scenarios. No official partnership, reseller, or distributor status is implied unless explicitly stated.
- Spring Boot
- Angular
- Python
- FastAPI
- PostgreSQL / PGVector
- Qdrant
- Weaviate
- Milvus
- MinIO / S3-compatible storage
- Docker
- Cloud architecture
- On-premise architecture
Live digital platforms
Owned digital products and reference platforms by Mansel
Halkaarz.info and Marketbist are positioned as Mansel's live digital platforms in product development, data-driven publishing, and financial information.
Halkaarz.info
One of Mansel's live digital platforms focused on financial information, data-driven publishing, and public offering tracking.
Visit platformMarketbist
A reference platform positioned around market data, financial analysis, and digital product development.
Enterprise discussion
Discuss your AI, document intelligence, or data infrastructure needs
Mansel works on practical solution approaches that consider real data, security, and integration constraints from the first phase.