GenAI & RAG

Build production-grade generative AI systems grounded in your data. From the creators of DocsGPT - sovereign RAG solutions you own and control.

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Beyond a Wrapper

Most "AI-powered" products are thin wrappers around OpenAI's API. They're fragile, expensive at scale, and leave your data in someone else's hands.

We build production-grade GenAI systems you actually own. RAG pipelines that work on your infrastructure, with your data, under your control. As the creators of DocsGPT, we've shipped this at scale and we bring that expertise to every engagement.

18k+
GitHub Stars on DocsGPT
100%
Self-Hosted Solutions
50+
Enterprise RAG Deployments
0
Vendor Lock-In
Your Data
Docs, code, knowledge bases
Embedding Models
OpenAI, Cohere, or self-hosted
Vector Store
Semantic search & retrieval
Your Choice of LLM
OpenAI, Anthropic, or self-hosted

GenAI & RAG Services

From architecture design to production deployment - we build GenAI systems that deliver real value, not just demos.

RAG System Design

End-to-end RAG architecture tailored to your data types, query patterns, and accuracy requirements. From chunking strategies to retrieval optimization.

LLM Integration

Connect any LLM to your systems - OpenAI, Anthropic, or self-hosted models like Llama. We handle the complexity so you stay flexible.

Conversational AI

Build intelligent chatbots and assistants that understand context, maintain conversation history, and provide accurate, grounded responses.

Prompt Engineering

Systematic prompt optimization for accuracy, consistency, and cost efficiency. We design prompts that work reliably at production scale.

Private Deployment

Deploy GenAI on your own infrastructure - cloud or on-premise. Keep sensitive data internal while leveraging the full power of modern LLMs.

Evaluation & Monitoring

Comprehensive evaluation frameworks for retrieval quality, answer accuracy, and hallucination detection. Know when your system is working.

LLM & Vector Agnostic

No lock-in. We architect systems that work with your preferred providers and can switch when better options emerge.

LLM Providers

OpenAIAnthropicCohereLlamaMistral

Vector Stores

PineconeWeaviateQdrantChromaDBpgvector

Frameworks

LangChainLlamaIndexMCPDocsGPTA2A

Infrastructure

DockerKubernetesAWSGCPAzure

What You Can Build

GenAI applications we've deployed for clients across industries. Each one tailored to specific data and requirements.

Documentation Assistant

Let users query your docs in natural language. Get accurate answers with source citations - no more endless searching.

Customer Support AI

Automate tier-1 support with AI that knows your products. Reduce ticket volume while maintaining quality.

Knowledge Management

Make institutional knowledge searchable. Surface insights from wikis, Slack, email, and internal docs.

Code Assistant

Build internal copilots that understand your codebase, conventions, and architecture. Accelerate developer productivity.

Research & Analysis

Analyze large document collections - legal contracts, research papers, financial reports - and extract actionable insights.

Content Generation

Generate marketing copy, product descriptions, and reports grounded in your brand voice and factual data.

Why Teams Choose Arc53 for GenAI

DocsGPT Creators

We built and maintain one of the most popular open-source RAG platforms. That deep experience informs everything we build.

Sovereign by Default

Your data stays on your infrastructure. We don't believe in solutions that require sending sensitive information to third parties.

Production-Grade Engineering

We don't build demos. Every system is designed for real-world load, with proper error handling, monitoring, and fallbacks.

Honest About Limitations

GenAI isn't magic. We'll tell you what's realistic, help you set appropriate expectations, and design for the edge cases that matter.

Ready to Own Your AI?

Let's discuss your project. No vendor pitch - just a conversation about what you're building.

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