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Power Your Applications with LLMs & Expert Prompt Engineering

We deploy, fine-tune, and integrate large language models into your workflows to build intelligent, responsive, and domain-specific AI systems.

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End-to-End LLM Integration, Customization, and Optimization

ATCUALITY helps you unlock the potential of large language models (LLMs) like OpenAI GPT-4, Claude, Mistral, LLaMA, and custom open-source models by integrating them into your business tools, processes, and applications. From crafting intelligent prompts to deploying scalable LLM microservices, we cover the full stack.

API-based LLM Integration (OpenAI, Anthropic, HuggingFace)

Domain-specific Prompt Architecture & Engineering

Fine-tuning Models on Proprietary Data

Embedding LLMs into Mobile, Web & SaaS Platforms

On-Premise or Private Cloud LLM Deployments

Context Injection via Vector DBs (Pinecone, Chroma, Weaviate)

Real-World LLM Integrations We Deliver

Internal Knowledge Bots

Use your documentation and data to build intelligent, secure enterprise GPT agents.

Automated Report Writers

Convert structured or semi-structured data into readable insights and summaries.

Smart CRM Assistants

Help sales teams summarize leads, generate follow-ups, and track sentiment.

Conversational UIs in SaaS Apps

Power interactive chat flows using LLMs for B2B and B2C platforms.

Compliance & Legal Q&A Systems

Automate policy responses using AI fine-tuned on internal legal corpora

Precision-Built Prompts that Drive Better Outputs

We build modular, reusable prompt stacks tailored for performance and stability.

Chain of Thought (CoT) prompting

Few-shot and zero-shot task modelling

Hierarchical prompt frameworks

Prompt testing, benchmarking, and A/B validation

Prompt optimization with memory/state awareness

Lang Chain / Prompt Layer / Re Act architectures

Tools We Use to Build and Optimize LLM Experiences

LLMs: GPT-4, Claude 3.5, Mistral, LLaMA, Falcon, Cohere

Frameworks: LangChain, LlamaIndex, Haystack

Embeddings & RAG: OpenAI, Cohere, HuggingFace Transformers

Vector Databases: Pinecone, Weaviate, ChromaDB, FAISS

Infra: AWS Bedrock, Azure AI Studio, Modal, Kubernetes, Vercel

Our LLM Integration Workflow

Discovery

Understand business goals, existing workflows, and data availability

Prompt Architecture

Design, test, and optimize prompt stacks and workflows.

App & API Integration

Analyze outputs, optimize latency, and continuously improve model accuracy.

Use Case & Model Selection

Choose the right LLM (open or closed source) based on requirements.

Integration

Deploy via APIs, embed in apps, or fine-tune models as needed.

Industries We Support

LegalTech

HR & Internal Tools

E-Commerce & Retail

Healthcare & MedTech

Manufacturing & Supply Chain

EdTech & Content Platforms

Ready to Build with GPT, Claude, or Open Source LLMs?

Whether it’s prompt engineering or deep integration—we’ll help you deliver scalable, intelligent AI experiences.

Book LLM Integration Call

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