Intelligence you
didn't ask for
Doyna discovers risks, opportunities, and hidden connections across your entire organization — running 24/7, autonomously, on your server.
24/7 autonomous intelligence
What Doyna discovers while you sleep
Real proactive discoveries, surfaced without anyone asking. This is what AI infrastructure looks like.
Board members connected to vendor shell companies
4 board members approved €12M in contracts with 6 companies sharing the same registered address in Cyprus. Flagged for compliance review.
73% probability of budget overrun on Project Alpha
Similar scope + same vendor combination has failed 4 of 5 times historically. Recommended: review vendor allocation before Q3.
IT spending concentration shifted to single vendor
67% of IT budget now directed to one vendor, up from historical 34%. No policy violation — but the pattern is unusual and worth reviewing.
3 projects will need the same 2 engineers in 6 weeks
Milestone overlap detected across Project Alpha, Project Delta, and the SAP migration. Proactive rescheduling recommended.
Board approved hiring freeze — HR posted 3 new requisitions
Board approved ‘no new hires in Q1’ on Jan 15. HR posted 3 job requisitions on Jan 22. Automatic escalation triggered.
Capabilities
See Doyna in action
Not a chatbot. An AI infrastructure layer that understands relationships, resolves entities, and reasons across your entire knowledge base.
RE: Budget Approval Q3 — see attached spreadsheet
exact matchApproval needed: new budget template format
keywordBudget committee approval process document v2
keywordThe CFO signed off on the revised spending plan last Thursday
relevance: 0.94Finance team confirmed the Q3 allocation — green light to proceed
relevance: 0.91Maria approved the cost center restructure during the board call
relevance: 0.87Query: “budget approval” — same inbox, dramatically different results
Beyond chatbots
12 questions your AI can't answer
AI assistants are LLM wrappers over keyword search. Doyna is actual AI infrastructure.
“Show me my knowledge graph”
“Execute this Cypher query across my documents”
“What’s the F1 score of my entity recognition model?”
“Show the full audit trail for this answer”
“How much did accuracy improve after 100 corrections?”
“Find emails matching intent, not keywords”
“Resolve that D. Diaconu = Diana Diaconu”
“Export my trained model for offline use”
“Guarantee data never leaves my country”
“Run this query deterministically — same answer every time”
“Physically isolate my data from other customers”
“Show the inference rules used to reach this conclusion”
Zero trust architecture
Privacy is the architecture
Doyna was designed from day one to never require your data to leave your premises. External intelligence flows in. Your data never flows out.
Your server, your data
All processing happens on your infrastructure. Emails, documents, and embeddings never leave your premises.
AES-256 encrypted storage
OAuth tokens and credentials encrypted with keys derived solely from your own master credentials.
Complete audit trail
Every query, every reasoning step, every source — logged with confidence scores for GDPR and EU AI Act compliance.
See what Doyna would discover
in your company
Proactive intelligence. Knowledge graphs. Entity resolution. All private, all on your server, all autonomous.
Request a DemoPrivate beta · Enterprise deployments · On-premises only