Implementation Services

AI Systems That
Actually Work

Knowledge graphs, RAG systems, AI data pipelines, and MCP workflows that actually work. From classical NLP to real-world RAG at scale—building systems that perform in production, not just demos.

Technical Implementation Expertise

Building, not just advising. Real systems for real problems.

Advanced AI Implementation

From classical NLP to real-world RAG at scale. AI systems that actually work in production environments.

Production-Ready RAG Systems
Custom LLM Fine-Tuning
AI Model Optimization
Performance Monitoring & Scaling

Applicable Sectors

Government
Non-Profit
Private

Knowledge Graph & RAG Systems

Knowledge graphs, vector search, and data fusion that actually work. Build intelligent systems that understand context.

Graph Database Architecture
Vector Search Implementation
Entity Relationship Modeling
Hybrid RAG (Embedding + Graph)

Applicable Sectors

Government
Non-Profit
Private

AI Data Integration Pipelines

MCP workflows for teams that need results, not just research. Automated data pipelines that scale.

MCP/Dynamic Workflows
Real-Time Data Processing
API Integration & Orchestration
Automated Testing & Validation

Applicable Sectors

Government
Non-Profit
Private

Technology Stack

Modern, proven technologies for scalable AI implementations.

Python
TypeScript
React
Next.js
PostgreSQL
Neo4j
Vector Databases
OpenAI API
Anthropic Claude
Hugging Face
Docker
Kubernetes
AWS
Google Cloud
FastAPI
Langchain
LlamaIndex

Why Choose TealWolf Implementation

Results, not just research. Systems that scale, not just demos.

Production-Ready

From classical NLP to real-world RAG at scale. AI systems that perform in production, not just proof-of-concept demos.

Active Development

Active CTO at Keeplist.io—building AI-powered products daily. Real experience with real users, not just theoretical knowledge.

Full-Stack Expertise

Knowledge graphs, vector search, and data fusion that actually work. 15+ years of turning complex technical challenges into working solutions.

Ready to build something that works?

Let's discuss your technical challenges and build AI systems that perform in production.