What is generative AI and how can it help my business?

Generative AI creates new content like text, images, code, and data based on patterns learned from training data. For businesses, this means automating content creation, building intelligent assistants, generating reports, creating personalized marketing, and accelerating software development with AI code generation.

Can you integrate ChatGPT or GPT-4 into our existing applications?

Yes, we specialize in OpenAI API integration. We can add GPT-4 powered features to your existing apps including intelligent search, content generation, document summarization, customer support automation, and conversational interfaces. We handle prompt engineering, rate limiting, and cost optimization.

What is RAG and when do we need it?

RAG or Retrieval Augmented Generation combines LLMs with your own data. Instead of relying only on the model knowledge, RAG retrieves relevant information from your documents and databases to generate accurate, contextual responses. Essential when you need AI that understands your specific business content.

Can you fine-tune LLMs for our specific use case?

Yes, we fine-tune models like GPT, Llama, and Mistral on your data to improve accuracy for domain specific tasks. Fine tuning is ideal when you need consistent formatting, specialized vocabulary, or behavior that general models do not provide out of the box.

How do you ensure AI responses are accurate and safe?

We implement multiple safeguards including prompt engineering, output validation, content filtering, and human review workflows. For RAG systems, we ensure source attribution so users can verify information. We also set up monitoring to catch and address quality issues.

What is the cost of generative AI development?

Costs depend on complexity and scale. A simple ChatGPT integration might start at a lower investment, while a full RAG system with custom fine-tuning requires more. We also help optimize ongoing API costs which can be significant at scale. We provide detailed estimates after understanding your requirements.

Generative AI Development

Build Intelligent Applications with ChatGPT, LLMs, and Custom AI

Generative AI is transforming how businesses operate. Companies are using ChatGPT and LLMs to automate customer support, generate content at scale, analyze documents instantly, and build AI copilots that accelerate work across every function.

We help you harness this power. Whether you need to integrate OpenAI APIs into your products, build RAG systems that understand your business data, or fine-tune models for specialized tasks, our team delivers production-ready generative AI solutions.

Start Your GenAI Project

Generative AI Development ChatGPT Integration

01 GPT-4

02 Claude

03 Llama

Why Generative AI

Transform operations and create new possibilities with AI that creates.

Automate Knowledge Work

LLMs can draft emails, summarize documents, answer questions, and generate reports. Tasks that took hours now take seconds, freeing your team for higher value work.

Scale Personalization

Generate personalized content, recommendations, and responses for every customer. AI enables one to one communication at massive scale without proportional cost increase.

Unlock Your Data

RAG systems let employees ask questions about company knowledge in natural language. Instead of searching through documents, they get instant accurate answers with sources.

GENERATIVE AI SERVICES

End to end generative AI solutions

01

ChatGPT &
API Integration

Integrate OpenAI, Anthropic Claude, or other LLM APIs into your applications. We handle authentication, rate limiting, error handling, and cost optimization for production scale.

02

RAG
Applications

Build retrieval augmented generation systems that combine LLMs with your data. Vector databases, embeddings, and intelligent retrieval for accurate, contextual responses.

03

LLM
Fine-Tuning

Fine-tune GPT, Llama, Mistral, or other models on your data for specialized tasks. Improve accuracy, consistency, and domain expertise beyond what prompting alone achieves.

04

AI
Assistants

Custom AI assistants for customer support, sales, internal help desks, and specialized workflows. Multi-turn conversations with memory and context awareness.

05

Content
Generation

AI systems for marketing copy, product descriptions, documentation, reports, and creative content. Human quality output at machine speed with brand voice consistency.

06

Code
Generation

AI powered development tools, code review assistants, documentation generators, and custom copilots that accelerate your engineering team.

Technology Stack

Cutting edge tools for generative AI development

LLM Providers

OpenAI GPT-4, GPT-4 Turbo, Anthropic Claude 3, Meta Llama 3, Mistral, Cohere. We select the right model for your cost, performance, and capability requirements.

RAG Infrastructure

Pinecone, Weaviate, Milvus, ChromaDB for vector storage. LangChain and LlamaIndex for orchestration. OpenAI and Cohere embeddings for semantic search.

Deployment & Monitoring

AWS Bedrock, Azure OpenAI, Google Vertex AI for enterprise deployment. LangSmith, Weights & Biases for monitoring, evaluation, and continuous improvement.

Generative AI Use Cases

Real applications driving business value

Customer Support

AI agents handling queries, tickets, and escalations with human handoff

Document Processing

Extract, summarize, and answer questions from contracts, reports, manuals

Sales Enablement

Proposal generation, email drafting, competitive intelligence, lead research

Knowledge Management

Internal chatbots that answer questions from company wikis and docs

Content Marketing

Blog posts, social media, product descriptions, SEO content at scale

Developer Tools

Code generation, documentation, test creation, code review assistance

Frequently Asked Questions

Common questions about AI automation for generative AI

What is generative AI and how can it help my business?
Generative AI creates new content like text, images, code, and data based on patterns learned from training data. For businesses, this means automating content creation, building intelligent assistants, generating reports, creating personalized marketing, and accelerating software development with AI code generation.
Can you integrate ChatGPT or GPT-4 into our existing applications?
Yes, we specialize in OpenAI API integration. We can add GPT-4 powered features to your existing apps including intelligent search, content generation, document summarization, customer support automation, and conversational interfaces. We handle prompt engineering, rate limiting, and cost optimization.
What is RAG and when do we need it?
RAG or Retrieval Augmented Generation combines LLMs with your own data. Instead of relying only on the model knowledge, RAG retrieves relevant information from your documents and databases to generate accurate, contextual responses. Essential when you need AI that understands your specific business content.
Can you fine-tune LLMs for our specific use case?
Yes, we fine-tune models like GPT, Llama, and Mistral on your data to improve accuracy for domain specific tasks. Fine tuning is ideal when you need consistent formatting, specialized vocabulary, or behavior that general models do not provide out of the box.
How do you ensure AI responses are accurate and safe?
We implement multiple safeguards including prompt engineering, output validation, content filtering, and human review workflows. For RAG systems, we ensure source attribution so users can verify information. We also set up monitoring to catch and address quality issues.
What is the cost of generative AI development?
Costs depend on complexity and scale. A simple ChatGPT integration might start at a lower investment, while a full RAG system with custom fine-tuning requires more. We also help optimize ongoing API costs which can be significant at scale. We provide detailed estimates after understanding your requirements.

We Have Delivered 100+ Digital Products

Sports and Gaming

IPL Fantasy League

Innovation and Development Partners for BCCI's official Fantasy Gaming Platform

Banking and Fintech

Kotak Mahindra Bank

Designing a seamless user experience for Kotak 811 digital savings account

News and Media

News Laundry

Reader-Supported Independent News and Media Organisation

Cartoon Mango was great to work with. They improvise and provide 24X7 support.

Gaurav Saxena

Media Manager - BCCI

Cartoon Mango - UI/UX Design and Application development Company from Coimbatore and Bangalore, India

Design for Success

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Apache Solr
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Frontend
ReactJS
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#509, Red Rose Plaza, DB Road, RS Puram, Coimbatore 641002

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+91-9952361618
Email
contact@cartoonmango.com

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