AI / ML Integration
We architect and deploy Retrieval-Augmented Generation pipelines and vector-database-backed semantic search solutions, fine-tuning LLMs and automating model ops for production.
Everything you need, end to end.
RAG pipelines with Weaviate, Pinecone or Qdrant
Vector embedding design & similarity search
Custom model fine-tuning (OpenAI, HF, Anthropic)
Prompt engineering & chain-of-thought workflows
MLOps CI/CD, monitoring & drift detection
LangChain / LlamaIndex agent development
Hosted inference & cost monitoring
Industry-leading tools, wired together properly.
A tight loop from problem to production.
Often deployed together.
Vertical AI Tools
We build focused AI tools for a single industry's repetitive work—where the moat isn't the model but the prompts, templates and edge cases that come from living inside the niche.
Clay Data Enrichment
We build and run your Clay data-enrichment layer—turning raw company lists into verified, personalized outbound that books meetings, paired with n8n for the logic Clay can't handle.
Edge Compute Development
We build millisecond-latency APIs and custom logic at the edge—Cloudflare Workers, Lambda@Edge, Deno Deploy—optimizing cache, security, and delivery.
Ready to ship ai / ml integration?
Book a short call and we'll show you the shortest path to a working system.