An intelligence layer
with a developer surface.
Not a chat box on a vector store — a service your whole stack can call. Doyna runs where your data lives and exposes company-wide intelligence through one API.
One API for company-wide intelligence
Your CRM, ERP, support desk or internal app queries the same resolved corpus through a single endpoint — and gets back not just documents, but completed work.
Your data and logic stay local
Your corpus, knowledge graph, databases and agent logic run inside your perimeter — on-prem or your own cloud. Your data never leaves your walls.
It reasons over relationships — then acts.
Four layers turn a pile of documents into intelligence that does the work.
Full-corpus RAG
Reads everything, every day — automatically. Email, SAP, contracts, SharePoint, Drive, meetings.
Knowledge graph
A Neo4j graph + entity resolution links contract → vendor → project → thread → person.
Agentic file-ops
An agent that executes: builds decks, runs risk radars, performs document operations.
Always-on monitors
Background watchers fire on project stall and emerging risk — the company never misses what matters.
The moat is the graph: the longer it runs, the richer the corpus — and the harder we are to replace.
The window for private enterprise AI is open right now.
Four forces just converged — and every one points to on-prem, correctness-first AI.
Sovereignty is law
EU–US data-transfer adequacy fell and the EU AI Act’s high-risk rules bind Aug 2, 2026. Your corpus in a US cloud is now a liability.
Infra left the cloud
71% of AI infrastructure now runs outside public cloud — enterprises want intelligence where their data already lives.
Pilots keep failing
95% of enterprise GenAI pilots show no P&L impact. Buyers are done paying for demos that fail on their own data.
Models are commoditized
LLM prices fell ~99% in three years. Raw intelligence is table stakes — privacy, the graph and correctness are the moat.
Intelligence got cheap. Trust got scarce. Doyna is built for the world that creates.
Private AI, your way. Cloud or on-prem.
Start on Doyna Cloud in five minutes, or self-host inside your network in a day. Same AI, same privacy, built for the budget you actually have.
Live in production · Cloud & on-prem · Single-tenant always