// case studies
Self-hosted AI builds we have shipped.
Names redacted; numbers, technologies, and outcomes kept honest.
REPORT · 01
Architecture & Design
Internal support bot for an architecture firm
A 60-person architecture firm wanted an internal chatbot trained on their building-code reference library, without sending any of the documents to a hosted LLM.
Ollama
Llama 3.1 8B
Qdrant
REPORT · 02
Legal Services
Email triage automation for a small law practice
A boutique law firm needed inbound client emails categorised, summarised, and routed without sending privileged communication off-site.
Ollama
Mistral 7B
n8n
REPORT · 03
Media & Publishing
Content pipeline for a niche publisher
A specialist publisher wanted a self-hosted content drafting pipeline that respected their editorial voice and their freelance authors.
Ollama
Qwen 2.5 14B
Chroma
REPORT · 04
B2B SaaS
Sales research assistant for a SaaS startup
A Series-A startup needed a research assistant that could pre-brief reps before discovery calls, drawing only from publicly available data and the company's own CRM notes.
Ollama
Llama 3.1 70B
n8n