AI Development & LLM Integration - innFactory
AI Development & Integration: RAG systems, LLM integration, custom AI models - from strategy to production-ready AI solutions. With innFactory AI Consulting.
innFactory AI Consulting
Our subsidiary innFactory AI Consulting GmbH specializes in AI strategy, compliance and tailored AI solutions for enterprises.
- AI Strategy Consulting & Workshops
- EU AI Act Compliance & AI Officer Training
- AI Management System according to ISO 42001
- AI Blog with practical knowledge from daily work
CompanyGPT - Your Private ChatGPT Alternative
The GDPR-compliant ChatGPT solution for enterprises. Leverage the benefits of GPT-4 & Claude - without transmitting your sensitive data to third parties.
- 100% GDPR-compliant in German data centers
- Integration of your enterprise data (RAG)
- SSO connection to your Azure Entra ID
- Individual branding & custom instructions
Our AI Services
From Generative AI to Custom Machine Learning - we develop AI solutions that create real value.
LLM Integration & Chatbots
Integration of leading Large Language Models into your applications and processes.
- OpenAI GPT-4o & GPT-4 Turbo
- Anthropic Claude 3.5 Sonnet
- Google Gemini Pro
- Open Source: Llama 3, Mistral
RAG Systems
Retrieval-Augmented Generation for AI responses based on your enterprise data.
- Vector databases (Pinecone, Weaviate)
- Document Processing & Chunking
- Embedding strategies
- Hybrid Search & Reranking
Custom AI Models
Tailored Machine Learning models for specific requirements.
- Computer Vision with PyTorch
- NLP & Text Classification
- Finetuning of Foundation Models
- On-Premise Deployment
AI Agents & Automation
Intelligent agents that autonomously complete tasks and control systems.
- Model Context Protocol (MCP)
- Tool-Calling & Function Execution
- Workflow Automation
- Multi-Agent Systems
AI Use Cases
Intelligent Chatbots
Customer service bots that access your knowledge base and answer questions precisely.
Document Analysis
Automatic extraction, classification and summarization of documents.
Image Analysis & Vision
Quality control, object detection and image classification for your products.
Process Automation
AI-powered automation of repetitive tasks and workflows.
AI Technologies
We work with the leading AI platforms and frameworks.
LLM Providers
OpenAI
Azure OpenAI
AWS Bedrock
Google Vertex AIML Frameworks
PyTorch
Hugging Face
LangChain
LlamaIndexVector Databases
Pinecone
Weaviate
ChromaDB
QdrantAI Development Process
From idea to production AI system - structured and transparent.
Use Case Discovery
Identification of the most valuable AI use cases for your organization.
Data & Feasibility
Analysis of your data sources and technical feasibility assessment.
Prototyping
Rapid proof of concept to validate the business value.
Development
Iterative development with continuous evaluation and optimization.
Integration
Integration into your existing systems and processes.
Monitoring
Continuous monitoring, retraining and improvement.
Why innFactory for Your AI Projects?
We combine deep ML expertise with pragmatic implementation - no AI hype, just real solutions.
Frequently Asked Questions
What is RAG and when do I need it?
RAG (Retrieval-Augmented Generation) connects LLMs with your enterprise data. This enables AI to provide precise answers based on your documents, wikis or databases - ideal for chatbots and knowledge management.
Do I need my own GPU servers for AI?
No, for most use cases we use cloud APIs (OpenAI, Azure, etc.) or managed services. We train custom models on cloud GPUs that are only paid for when needed.
How do you protect my sensitive data?
We rely on private endpoints, EU regions and on-premise models (Llama, Mistral) when required. For maximum control, we recommend Azure OpenAI or our product CompanyGPT.
Related Articles
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