Our AI services

AI solutions thatdrive real results

From RAG pipeline development to LLM fine-tuning and model API engineering, we deliver end-to-end AI consultancy built on the MERN stack.

RAG pipeline development

Build intelligent retrieval-augmented generation systems that ground AI responses in your proprietary data for accuracy and relevance.

50% reduction in hallucinations
Accurate answers from your data
Enterprise-grade security

Key features

Custom embedding models for semantic search
Multi-source data ingestion (PDFs, docs, databases)
Vector database optimization (Pinecone, Qdrant, Weaviate)
Context-aware retrieval with relevance scoring
Real-time knowledge base updates
Scalable architecture for enterprise data volumes

LLM integration & fine-tuning

Seamlessly integrate and customize large language models to match your business needs, from OpenAI to open-source alternatives.

40% cost reduction through optimization
Domain-specific accuracy
Scalable deployments

Key features

Model selection and evaluation
Fine-tuning on domain-specific data
Prompt engineering and optimization
Multi-model orchestration
Cost optimization strategies
Compliance and safety guardrails

Model API engineering

Develop robust, scalable API architectures powered by MERN stack to serve your AI models with reliability and performance.

99.9% uptime SLA
Production-ready in weeks
Secure and compliant

Key features

RESTful and GraphQL API design
MERN stack implementation (MongoDB, Express, React, Node)
Microservices architecture
Authentication and authorization (OAuth, JWT)
Rate limiting and caching
Monitoring and observability
AI architecture

Intelligent systems built for scale

Our RAG pipelines and LLM integrations create interconnected knowledge networks that power intelligent decision-making.

AI neural network architecture - RAG pipeline visualization

Multi-source ingestion

Connect to documents, databases, APIs, and knowledge bases to create comprehensive data networks.

Neural processing

Advanced LLM orchestration that understands context and generates intelligent responses.

Real-time delivery

Fast, scalable APIs built on MERN stack serving AI-powered insights to your users.

Our process

How we deliver excellence

01

Discovery & planning

We analyze your needs, evaluate data sources, and create a tailored AI strategy.

02

Design & architecture

Our team designs scalable systems using best practices and cutting-edge technologies.

03

Development & integration

Agile development with continuous testing, using MERN stack and AI frameworks.

04

Deployment & support

Seamless deployment with 1-year free maintenance and ongoing optimization.

Why Hanabi

Why choose Hanabi Technologies

14+ months RAG expertise

Deep experience in building production-ready RAG systems

MERN stack foundation

Scalable, modern architecture for all our solutions

Proven track record

47K+ users across 1200+ organizations trust our work

1-year free maintenance

We stand behind our work with extended support

Ready to build your AI solution?

Let's discuss your project and create a custom AI solution that delivers measurable business value.