How much does LLM integration cost?

API integrations start from 8,000 euros. MCP servers from 6,000 euros. More complex enterprise integrations from 25,000-60,000 euros.

How long does an integration take?

A simple API integration can be implemented in 2-4 weeks. More complex integrations with multiple systems require 6-12 weeks.

Can multiple LLMs be integrated simultaneously?

Yes. We implement multi-model strategies with automatic routing — e.g. Claude for analysis, GPT-5.3 for generation, Gemini 3 for multimodal tasks.

Will our existing system be disrupted?

No. We integrate LLMs step by step with minimal disruption. Rollback strategies are part of every integration.

Do you offer post-integration support?

Yes. Maintenance packages with monitoring, performance tuning, and model updates. Optional SLA agreements.

LLM Integration from Berlin

LLM Integration

Seamless integration of language models into your existing systems. Context Studios connects Claude, GPT-5.3, Gemini 3, and open-source LLMs with your software — secure, scalable, and GDPR-compliant.

AI-Native since 2024Fixed PricesFull Code OwnershipGDPR-compliant

Technologies

LLM Integration — Context Studios offers professional LLM integration services for seamlessly embedding language models into existing enterprise software. The team integrates Claude, GPT-5.3, Gemini 3, and open-source models via APIs, SDKs, and custom middleware API development from 8,000 euros.

Our LLM Integration Services

From simple API connections to complex enterprise integrations.

API Integration

Direct integration of LLM APIs into your applications. RESTful, GraphQL, and streaming endpoints.

MCP Servers

Model Context Protocol servers for standardized AI tool integration. We deliver from 6,000 euros.

Middleware & Orchestration

LLM orchestration with Convex. Routing, fallbacks, and multi-model strategies.

Data Connection

Connecting LLMs with your databases, APIs, and file systems. RAG with Pinecone and Qdrant.

Monitoring & Observability

Real-time monitoring of LLM performance, costs, and quality. Dashboards and alerting.

Security & Compliance

Secure LLM integration with encryption, access control, and GDPR compliance.

Integration Process

Consultation

Day 1

Free initial consultation via video call. We understand your business, identify AI opportunities, and provide an initial assessment of feasibility and timeline.

Proposal & Planning

Day 2–3

Detailed feature breakdown, fixed-price proposal, technical architecture plan, and weekly milestones.

AI-Accelerated Development

Weeks 1–4

Agile development with weekly demos. Working MVP in 4 weeks with production-ready code and automated tests.

Launch & Support

Week 4+

Production deployment with complete documentation. Includes 2 weeks of priority support after go-live.

LLM Integration FAQ

Virtually all — from CRM and ERP systems to web applications to internal tools. We integrate via REST APIs, webhooks, and custom middleware.

LLM Integration for Your Systems

Free initial consultation — we analyze your system landscape and recommend the optimal integration strategy.

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