Applied AI & Intelligent Automation
Practical AI Solutions Built for Real-World Applications
At NeoSME, we integrate AI into software products and business workflows, helping startups and established businesses build intelligent features, automate repetitive processes, and make better use of their data.
Our experience combines LLMs, Generative AI, document intelligence, semantic search, AI-assisted matching, and workflow automation with strong SaaS architecture and full-stack engineering.
Our AI Expertise
Generative AI & LLM Integration
- OpenAI GPT and Anthropic Claude integrations
- AI-powered application features and assistants
- Prompt engineering and structured JSON outputs
- Function calling and API integrations
- Context-aware AI workflows
Intelligent Document Processing
- OCR and AI-powered document extraction
- Document classification and categorization
- Medical fax and PDF processing
- Structured data extraction and normalization
- Confidence scoring and human review
- Duplicate detection and document workflow automation
Experience: AI-powered medical document and fax processing platform.
RAG & Semantic Search
- Retrieval-Augmented Generation (RAG)
- Vector embeddings and similarity search
- Document and knowledge-base search
- AI-assisted information retrieval
- Context-aware answers and source references
Experience: Semantic search for medical documents and AI-assisted solution matching from inspection reports.
AI Matching & Recommendation Systems
- Intelligent candidate and job matching
- Resume extraction and normalization
- Semantic similarity and AI reranking
- Business-rule-based matching
- Human-reviewed recommendations
Experience: Inspection finding-to-solution matching and ongoing healthcare recruitment intelligence development.
AI Agents & Workflow Automation
- LLM-powered workflow orchestration
- Tool and function calling
- API-driven business process automation
- Human-in-the-loop approval workflows
- Integration with existing SaaS and enterprise systems
AI-Enabled SaaS & MVP Development
- AI-powered MVPs and product prototypes
- Integrating AI into existing applications
- Architecture and production engineering for AI applications
- Authentication, security and data integrations
- Performance, reliability and AI cost optimization
Technologies & Frameworks
AI Models
OpenAI GPT, Anthropic Claude
AI Frameworks & Techniques
LangChain, LangGraph, RAG, vector embeddings, semantic search, function calling
Backend
Python, FastAPI, Node.js, TypeScript
Frontend
React, Next.js, Angular
Cloud & Infrastructure
AWS, Azure, Google Cloud
Data
PostgreSQL, MongoDB, vector search and retrieval systems
Selected AI Engineering Experience
Healthcare Document Intelligence
OCR, LLM-based extraction, document classification, semantic search, confidence evaluation and document workflow automation.
AI-Powered Inspection Analysis
Extraction of inspection findings, semantic similarity search and AI-assisted matching of findings to relevant solutions.
Healthcare Recruitment Intelligence
Ongoing development of resume intelligence, candidate normalization and matching workflows integrated with an existing applicant tracking system.
Our Approach
We don't build AI just for the sake of AI.
We focus on practical applications that solve real business problems, combining AI capabilities with reliable software engineering, existing systems and human oversight.
Have an AI idea or an existing product that needs AI capabilities?
Let's discuss how we can build or integrate AI into your product.