AI Integration Services for Production Web Apps
Add Claude, Gemini, or OpenAI to your Next.js app with production-grade safety, streaming, and cost controls. From simple chatbots to full RAG pipelines and multi-agent systems — built to ship, not just demo.
What I Build
LLM API Integration
Connect Claude, Gemini, or OpenAI to your app with streaming, error handling, and cost controls.
RAG Pipeline
Let AI answer questions using your documents, database, or knowledge base with vector search.
AI Agents & Automation
Multi-step AI agents that use tools, call APIs, and complete tasks autonomously.
AI Chatbot
Streaming chatbots with memory, context management, and custom system prompts.
Why AI Integration Matters in 2026
AI features are now a baseline expectation
In 2026, users expect AI-powered search, summarization, and assistance in every SaaS product. Adding AI is no longer a differentiator — it is table stakes.
LLM costs dropped 90% since 2023
Claude Haiku and Gemini Flash make production AI affordable for early-stage products. A chatbot handling 10,000 queries per month can cost under $10.
RAG solves the hallucination problem
Grounding AI responses in your own data dramatically reduces hallucinations and makes AI outputs trustworthy for business-critical use cases.
Common Use Cases
What You Get
- LLM API integration with streaming and error handling
- RAG pipeline with vector search and document ingestion
- AI agent with tool-use and multi-step reasoning
- Prompt engineering and system prompt design
- Rate limiting, cost controls, and safety guardrails
- Monitoring, logging, and usage analytics
Tech Stack
Pricing & Timeline
Basic Integration
$299 – $599
1–2 weeks
Single LLM API, streaming, error handling, basic UI
RAG System
$599 – $999
3–4 weeks
Vector DB, document ingestion, retrieval pipeline, chat UI
AI Agent / Custom
$999 – $1,500+
4–6 weeks
Multi-step agents, tool use, automation workflows, monitoring
Prices in USD. Final scope confirmed after discovery call.
Ready to Add AI to Your Product?
Share your use case and get a clear integration plan with model recommendations, timeline, and pricing.
Frequently Asked Questions
Which AI models do you integrate?
I integrate Claude (Anthropic), Gemini (Google), and OpenAI GPT models. Model choice depends on your use case, latency requirements, and budget.
What is a RAG pipeline and do I need one?
RAG (Retrieval-Augmented Generation) lets an AI answer questions using your own documents or database. You need it if you want AI to reference your specific content rather than general knowledge.
Can you build an AI chatbot for my website?
Yes. I build AI chatbots with streaming responses, conversation memory, and tool-use capabilities, integrated directly into your Next.js app.
How long does AI integration take?
Simple integrations (chatbot, summarization) take 1 to 2 weeks. Complex RAG pipelines or multi-agent systems take 3 to 6 weeks depending on scope.
Is AI integration safe and production-ready?
Yes. I implement rate limiting, prompt injection protection, output validation, and cost controls to make AI features safe and cost-efficient in production.
What does AI integration cost?
Typical range is $299 to $1,500 depending on complexity. Simple API integrations start at $299; full RAG systems or multi-agent workflows are at the higher end.