AI Where It Matters
You do not need to rebuild your entire system to benefit from AI. The highest-value approach is targeted integration: adding intelligence to the workflows where your team spends the most time. We specialize in embedding AI into existing applications — no rip-and-replace required.
What We Integrate
- Conversational AI / Chatbots — customer support bots that understand context, internal knowledge assistants, Slack/Teams integrations powered by your own data.
- Document Processing — extract data from invoices, contracts, and forms using OCR + LLMs. Turn unstructured documents into structured database records.
- Automated Workflows — email classification, ticket routing, content moderation, data enrichment — all running automatically in the background.
- Intelligent Search — semantic search across your knowledge base, product catalog, or internal documentation. Find by meaning, not just keywords.
- Content Generation — product descriptions, reports, email drafts, translations — generated from your data with your brand voice.
Our AI Stack
- Models — OpenAI GPT-4, Claude, Llama, Mistral — or your own fine-tuned models. We choose based on accuracy, cost, and privacy requirements.
- RAG (Retrieval-Augmented Generation) — we connect LLMs to your data using vector databases (Pinecone, Weaviate, pgvector) so answers are grounded in facts.
- Orchestration — n8n, LangChain, or custom pipelines depending on complexity and maintenance needs.
- Hosting — cloud APIs for simplicity, or self-hosted models (LM Studio, Ollama) when data must stay on-premises.
Integration Process
- Workflow audit — we identify the 2-3 workflows where AI will save the most time or money.
- Proof of concept — a working prototype connected to your real data, delivered in 1–2 days.
- Production integration — error handling, rate limiting, monitoring, and fallback logic.
- Evaluation — we measure accuracy, latency, and cost. We iterate until metrics meet your standards.
Privacy and Security
We take data privacy seriously. We can run models locally, use EU-hosted APIs, implement data anonymization pipelines, and ensure your sensitive data never leaves your infrastructure.
Pricing
AI integration projects start from €300 for focused, single-workflow integrations. Timeline: 1–3 days for most projects.
Ready to Add AI?
Tell us which workflows are eating your team's time. We will identify the best AI approach and deliver a proposal within 24 hours.