AI & GPT Integration
Embed AI intelligence directly into your product or workflow.
We integrate GPT-4, Claude, Gemini, and open-source LLMs into your existing web apps, mobile apps, CRMs, and internal tools — making your product smarter without rebuilding it.
Every deliverable, clearly defined.
No vague agency speak. You know exactly what you're getting before we start.
Integration Architecture
System design for LLM integration including API strategy, context management, and cost optimization.
Custom API Wrapper
Type-safe API layer abstracting the LLM provider so you can switch models without code changes.
Prompt Engineering
Optimized prompts with few-shot examples, system context, and output structure validation.
Streaming UI
Real-time streaming responses with loading states, error handling, and rate limiting.
Token Cost Optimization
Context compression and caching strategies to reduce API costs by 40–60%.
Testing & Evaluation
LLM-as-judge evaluation framework and automated regression testing for prompt quality.
Our clients' results
Average metrics for clients in your category over the last 24 months.
Our process, step by step.
A structured approach that minimizes risk and maximizes output quality.
Use Case Definition
Map the specific AI features, user flows, and success metrics.
Architecture Design
Design the integration layer, prompt architecture, and data flows.
Build & Test
Implementation with comprehensive prompt testing and edge case handling.
Deploy & Monitor
Production deployment with cost monitoring and quality dashboards.
Work that speaks for itself.
Examples of what we've done for clients in this category.
Real client results.
Featured client testimonials for this service.
What's in — and what's not
Transparency is our policy. No surprises at invoice time.
Included
- Integration architecture
- LLM provider setup (your choice)
- Prompt engineering
- Streaming UI
- Cost optimization
- Documentation
- 30-day post-launch support
Not Included
- LLM API costs (passed through at cost)
- Backend infrastructure changes
“The AI agents automated 80% of our lead qualification process — a task that used to require 3 SDRs. ROI was positive within 6 weeks of deployment. The architecture they designed is robust and easy to extend.”
Investment
AI integration projects start at 5,000 €. Complex multi-feature integrations typically run 12k–30k €.
Frequently Asked Questions
Ready to get started?
Book a free 30-minute discovery call. We'll listen first, then tell you exactly how we'd approach your project.