LLM Integration &
Fine-Tuning Services
Integrate advanced LLMs into your product — or fine-tune them for accuracy, domain expertise, and scale.
Book Strategy CallGeneric AI models are rarely enough for real-world use cases. Using ProductOS™ and our AI-native architecture, we help teams build production-ready AI features, copilots, and intelligent workflows in weeks, not months.
We help you build specialized, domain-aware AI systems through LLM integrations, fine-tuning, RAG (Retrieval-Augmented Generation), agentic workflows, and embedded AI assistants inside your product. Your LLM becomes more accurate, more reliable, and aligned with your internal knowledge and workflows.
What's Included
Everything you need for production-ready LLM integration and fine-tuning.
LLM Integration Architecture
End-to-end integration with OpenAI, Anthropic, Azure OpenAI, Gemini, Llama, or custom enterprise models.
Fine-Tuning & Model Customization
Improve accuracy, tone, and domain reasoning using curated datasets, labeling workflows, and iterative training.
RAG Systems
Enhance your LLM's knowledge by grounding responses in verified enterprise documents and databases.
Prompt Engineering & Optimization
Develop reusable prompts, chains, and templates optimized for precision and consistency.
AI Agents & Workflows
Build agentic systems that take actions, process tasks, automate workflows, and make decisions.
Evaluation & Model Monitoring
Measure accuracy, latency, safety, and model quality with real-time analytics and evaluation pipelines.
Deployment & Scaling
Fully managed hosting, API integration, secure deployments, and autoscaling infrastructure.
The LLM Integration Process
A proven process to deliver production-ready LLM features.
Discovery & Use-Case Definition
Align on goals, tasks, risks, and success metrics.
Model Selection
Choose the best model for your use case (OpenAI, Anthropic, Azure, Llama, Fine-tuned model, or custom).
Data Preparation & Training
Clean, structure, and format your datasets for fine-tuning or retrieval.
Integration & Feature Development
Embed the LLM inside your product or workflows with enterprise-quality architecture.
Testing & Evaluation
Evaluate model quality, reduce hallucinations, and optimize outputs.
Deployment & Monitoring
Deploy to production with continuous improvement pipelines.
Why Teams Choose 1Labs.ai
Enterprise-grade LLM integration and fine-tuning expertise.
Production-Ready in Weeks
ProductOS™ accelerates AI feature development dramatically.
Enterprise-Grade Security & Compliance
SOC-friendly logging, access control, secure data handling, encryption, and audit trails.
Deep Expertise Across LLMs & Agents
We've built AI copilots, automation engines, RAG systems, and domain-specific models for founders and enterprise teams.
Built for Scale
Low-latency inference, caching strategies, and autoscaling for real-world usage.
Use Cases
LLM integration powering intelligent features across industries.
Ready to integrate or fine-tune your LLM?
Book a strategy call to define your use case, get architecture recommendations, and receive a custom roadmap for your LLM integration or fine-tuning project.