AI Integration
AI wired into your workflows, not just your chat window
We build AI automations that actually run — document processing, lead qualification, internal tools, customer workflows. Private on your own infra or cloud-powered. You choose the track.
Two tracks — in-house AI or cloud models
Local / in-house
Fully private stack — no external inference unless you choose it.
Cloud / online
Frontier models via API automation — fast to ship and iterate.
Two tracks. Both result in AI that actually runs in your stack.
Local AI
Ollama (model serving) · Qdrant (vector store) · n8n (workflow automation), with optional Dify or Flowise as a UI layer for non-technical teams.
Runs entirely on your infrastructure via Coolify. Zero external API calls. Full data sovereignty. Ideal for regulated industries.
- ✓Private by design
- ✓No API costs
- ✓Runs on your servers
- ✓Offline capable
Cloud AI
OpenAI + Anthropic + Gemini
API-based automation via n8n workflows. Faster to deploy, access to frontier models. Best for non-sensitive workloads.
- ✓Latest models
- ✓Faster deployment
- ✓Managed by us
- ✓Scalable
From discovery to deployment
Discovery & Track Selection
Discovery & Track Selection
We assess your data sensitivity, use cases, and infra to recommend Local or Cloud track.
Model Selection
Model Selection
We select and configure the right models for your use case. Llama 3 / Mistral for local; GPT-5 / Claude for cloud.
Pipeline Build
Pipeline Build
We build n8n workflows connecting your AI models to your data sources — PostHog, CRM, data warehouse, Qdrant vector store.
Integration & Testing
Integration & Testing
We connect the pipeline to your existing tools and run end-to-end testing with real data.
Monitoring & Iteration
Monitoring & Iteration
Deployed on Coolify with observability. Monthly updates as models and your use cases evolve.
Real automation, not a chat window
Most teams use AI by typing into a box and then doing the work manually anyway. We build the pipelines that cut out the manual step: AI triggers from your event stream or webhook, pulls context from your data warehouse and Qdrant via RAG, and pushes outputs directly into your CRM, internal systems, or any downstream tool via API. Document processing, lead scoring, content workflows, internal knowledge tools — all running without a human in the loop.