GENERATIVE AI

Generative AI
for Enterprises

Generative AI is revolutionizing how companies create content, interact with customers, and leverage internal knowledge. At NeuroVista, we develop custom generative AI solutions that go beyond basic chatbots: RAG systems connected to your data, autonomous AI agents capable of executing complex tasks, and large-scale content generation pipelines. Our expertise covers major LLMs (GPT-4, Claude, Llama, Mistral) and modern frameworks (LangChain, LlamaIndex).

Concrete Use Cases

-70%

Reduced information search time with a RAG assistant on internal documentation

24/7

Automated customer support with intelligent escalation to humans

+400%

Marketing content writing productivity with assisted generation

15min

Automatic analysis report generation from raw data

95%

User satisfaction rate on an internal HR chatbot

Our Approach

Generative AI requires a specific approach to ensure quality, security, and cost control.

01

Audit & Scoping

Analysis of your use cases, risk assessment (confidentiality, hallucinations), and appropriate model selection.

02

Proof of Concept (POC)

Rapid prototype development with your data corpus. Response quality testing, edge case evaluation.

03

MVP & Industrialization

Robust RAG architecture, fine-tuning if necessary, security guardrails setup. Integration with existing tools.

04

Production & Optimization

Deployment with cost and quality monitoring. Continuous knowledge base improvement and prompt optimization.

Deliverables

Complete documented RAG architecture
Document ingestion and vectorization pipeline
Optimized and versioned prompts
Security and moderation guardrails
User interface (chat, API, integrations)
Monitoring dashboard (costs, latency, quality)
Knowledge base update process
Team training for usage and maintenance

Key Technologies

PyTorchJAXTransformersvLLMTensorRT-LLMTriton Inference ServerRayLangGraphLlamaIndexHugging FaceReactNext.jsTypeScriptNode.jsBunGoRustFastAPIgRPCPostgreSQL

Frequently Asked Questions

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