The AI memory graph
that never leaves your machine.
Unlike cloud chatbots that forget when you close the tab, Oryne weaves every conversation, promise, and document into an interactive relational memory graph — with sub-150ms hybrid recall and zero data egress.
"Send updated Series A term sheet revision to Priya by Friday 5 PM"
Works where you already do
How it works
Three steps. Zero bytes
leave your network.
Captures — inside your walls
Connectors stream mail, chat and calls into your private enclave. Ingestion, parsing and embeddings all happen on hardware you own — nothing is sent to a third-party API.
Connects — into a super memory graph
Every person, promise, project and decision becomes a node with rich, time-aware edges — so context from two months ago is one hop away, not buried in an archive.
Reasons — on your own LLM
Your on-prem model traverses the graph to answer, draft and remind at exactly the right moment. Full reasoning, zero data egress — even air-gapped.
The memory assistant that remembers everything.
The architecture your CISO
actually signs off on.
Relational Memory Graph
Other tools treat memories like disconnected post-it notes. Oryne connects people, promises, projects, and decisions into a time-decaying relational graph. When you ask a question, it traverses the multi-hop path to surface the complete backstory in sub-150ms.
Zero Cloud Egress
Not a legal promise — a cryptographic architecture. No outbound network requests, no model training on your data, and zero telemetry. Verified by Wireshark packet capture.
Commitment Tracking
Every "I'll send it Friday" or "Let's review the deck" across Gmail, Slack, WhatsApp, or Outlook is automatically tracked as a high-priority commitment until resolved.
Built-in Health & Eval
The only memory app with built-in SOTA benchmarks: real-time Memory Health scoring, Precision@K, MRR, and NDCG latency stats directly visible in the product UI.
Document RAG & OCR
Drop PDFs, Word documents, Markdown files, or scanned images. Automatically parsed, OCR'd via Tesseract, chunked, and embedded for instant Q&A.
One unified private brain across your entire workspace.
Email, chat, voice notes, calls, and documents finally share a single, unified memory graph. Because the entire pipeline runs locally on your infrastructure, your second brain gets smarter every day without exposing a single byte of confidential data.
Frontier intelligence,
behind your own firewall.
Most "private AI" tools store your conversational memory in someone else's cloud. Oryne is different: the entire memory pipeline, graph index, and intelligence engine stay on your hardware.
Zero Data Egress — Verified by Packet Capture
Not a policy document — an immutable architecture. All embeddings, memory vectors, and model inferences execute within your perimeter. No analytics, no phone-home pings, no external training.
100% Local-First & Air-Gapped Ready
Deploy on Apple Silicon macOS, bare-metal Linux servers, or secure Kubernetes clusters. Operates with full capability in completely disconnected, air-gapped enclaves.
Local SOTA AI Models & Whisper Speech Engine
Run Llama 3.3, Mistral, Qwen, or custom fine-tunes on your GPUs/NPUs alongside embedded Whisper for instant, private voice and meeting transcription.
Enterprise Compliance & Audit Governance
Built for stringent compliance regimes: SOC 2 Type II, GDPR, HIPAA-ready, with SCIM user provisioning, granular RBAC, and immutable cryptographic audit logging.
$oryne security audit --verify-egress
✓Vector Engine Milvus Lite (embedded) · local-only
✓Relational Graph SQLite / Neo4j mirror · on-device
✓Speech-to-Text Whisper Core Runtime · 0 API calls
✓LLM Inference Llama-3.3-70b (vLLM) · air-gapped
✓Network Sniffer 0 outbound bytes sent · VERIFIED
$
Not a flat pile of notes.
A living graph of your digital life.
Traditional vector databases store fragmented text chunks that lose connections over time. Oryne builds an auto-linking knowledge graph across people, promises, and projects — allowing your local LLM to reason across weeks of context in a single multi-hop traversal.
Select a live memory query:
Flat vector embeddings return disconnected sentences. Oryne's graph traces the explicit multi-hop bridge between who said it, what document was referenced, and when the deadline was promised.
You promised to send the revised valuation clause and vesting schedule by Friday 5:00 PM.
- •Stateless text chunks: Retrieves fragments based on cosine similarity without understanding relationships.
- •No temporal awareness: Cannot distinguish between an agreement made 6 months ago vs yesterday.
- •Third-party cloud exposure: Uploads private conversational data to remote APIs.
- •Multi-hop relational mesh: Connects people, documents, and promises into an interactive graph.
- •Time-decay & commitment tracking: Automatically prevents promises from slipping through the cracks.
- •100% on-premise execution: Runs inside your network on SQLite + Milvus with zero egress.
Intelligence this powerful
belongs behind your firewall.
Deploy Oryne on your own infrastructure or run it locally on your machine. Equip yourself with a living memory graph that recalls every commitment — without ever sending your confidential data to third-party clouds.