Generative AI Integration
Add LLM-powered features like content generation, search, and summarization.
- LLM integration (OpenAI, Claude, and more)
- Retrieval-augmented generation (RAG)
- Content and copy generation
Generative AI Integration
Add LLM-powered features such as content generation, smart search and summarization directly into your product, with the right guardrails and cost control.
Generative AI integration embeds LLM capabilities (smart search, summarization, content drafting and semantic Q&A) directly into your product or internal tools, not as a bolt-on chat widget. Product teams, content ops, and engineering leads use it to ship AI features customers actually feel without rebuilding their entire stack.
NexVion handles model selection, RAG pipelines, prompt engineering, and guardrails so outputs stay accurate, on-brand, and within budget. We integrate with OpenAI, Claude, and open-source models via APIs your app already speaks, with caching and token controls to keep costs predictable at scale.
What's Included
- LLM integration (OpenAI, Claude, and more)
- Retrieval-augmented generation (RAG)
- Content and copy generation
- Semantic search and summarization
- Prompt engineering and guardrails
- Cost and performance optimization
Our Generative AI Integration Process
A clear, collaborative path we follow to deliver your generative ai integration, from first conversation to launch and beyond.
Feature Scoping & Model Selection
We define the exact AI feature (search, summarization or generation) and pick the model and provider that balance quality, latency, and cost.
RAG & Data Pipeline Design
We build retrieval pipelines over your documents, product data, or codebase so generated outputs stay grounded in your source material.
API Integration & Guardrails
We wire LLM calls into your backend, add input validation, output filtering, and fallback logic to keep responses safe and reliable.
Optimize & Monitor
We tune prompts, add caching, track token usage, and iterate on quality using real user feedback and production metrics.
AI & Automation Pricing
Start by automating the work that eats your week, then build towards custom AI your team actually relies on.
Automation Starter
Connect the tools you already pay for and take the repetitive work off your team.
- Up to 5 automated workflows
- Zapier, Make or n8n implementation
- CRM, email and spreadsheet integrations
- Lead routing and notification flows
- Error handling and alerting
- Handover documentation and training
- 30 days of tuning and support
AI Assistant
A chatbot or agent trained on your content, answering customers and staff around the clock.
- Everything in Automation Starter
- Custom chatbot or AI agent
- Trained on your documents and data
- Website, WhatsApp and Slack channels
- Human handoff and escalation rules
- Conversation analytics dashboard
- Prompt tuning after launch
- 3 months of support and iteration
Custom AI Platform
Bespoke AI products: retrieval systems, predictive models and automation at company scale.
- Everything in AI Assistant
- Custom RAG or vector search pipeline
- Predictive analytics and forecasting
- Private or self-hosted model deployment
- Role-based access and audit logging
- Evaluation suite and quality monitoring
- Dedicated engineers and sprint reporting
- 12 months of support with an agreed SLA
All plans are tailored to your requirements. Model and platform usage (OpenAI, cloud, automation tools) is billed at cost.
Generative AI Integration FAQs
Common questions about our generative ai integration service.
Yes. We integrate via your backend APIs or embed components in your UI, delivering features like semantic search, document summarization, or AI-assisted drafting without a separate tool.
More in AI & Automation Solutions
Explore the rest of what we offer in this area.
Custom AI Agents & Chatbots
Intelligent assistants trained on your data, tools, and workflows.
Workflow Automation (Zapier / Make)
Connect your tools and automate repetitive processes from end to end.
Robotic Process Automation (RPA)
Automate rule-based tasks across both legacy and modern systems.
Predictive Analytics & Data Insights
Turn raw data into forecasts and decisions you can act on with confidence.
AI Voice & Customer Support Automation
Voice agents and support bots that resolve customer issues 24/7.
Business Process Optimization
Audit, streamline, and automate operations for measurable efficiency gains.
Have a Project in Mind?
Tell us what you need to build. We'll come back with a clear scope, timeline and cost.