A real-time view across the four GNL networks. Hover a node for its current state, version history, and the agents that last touched it. Click to drill into the audit trail. Bloomberg shows market data; AlphaSense shows documents. Living Map shows the probabilistic state of entities — with confidence, citing sources.
Live console · click any node to inspect its state, version, and sources.
Instruments, Governments, Companies, Actors — each independently versioned and cross-linked.
Query any past state. Diff two versions. See the exact moment an attribute changed.
Every value links back to the document, event, or agent that produced it.
No false certainty. Every attribute carries a calibrated confidence score.
Sub-second queries on million-node ontologies. Rust on the hot path.
Every query produces an audit manifest you can hand to your regulator.
See every AI-relevant entity your firm tracks, with full provenance. Regulators understand entities — not “embeddings.”
Watch confidence intervals widen on tracked actors. The early-warning signal before Drift Alerts even fire.
Investigate a new counterparty across instruments, governments, companies, and actors — one view, every citation.
Forensic teams start in Living Map, then drill into Path Queries or Backtest Forensics from the same node.
The same manifest the console renders is the manifest the SDK returns — and the one your auditor re-runs.
from deino import Client client = Client(api_key="dno_live_...") # Query an entity's current state state = client.living_map.get("actor:84a2") print(state.attributes) # {"sentiment": 0.62, ...} print(state.version) # 143 print(state.confidence) # 0.87 print(state.sources) # [...citations...] # Get state as of a past timestamp past = client.living_map.get_at( entity="actor:84a2", timestamp="2025-11-15T00:00:00Z", ) assert past.version == 128
Because every product reads the same ontology, what you select here is the input to everything else — no export, no integration project.
Founder-led demos for design partners. A free tier is active today for self-serve evaluation.