Graph ontology.
Evidence-grounded case dossiers.
Forensic analysis environment for cross-cutting operational investigations. Connect qualitative interaction records, physical facilities, device footprints, and remediation actions into an interactive multi-hop graph with automated case briefing.
10
Graph object types
Submissions, actions, categories, regions, devices, campaigns, languages, entities, agents, and cases.
≤ 4
Connection hops
Bounded breadth-first search discovering shortest connection paths across entities.
4
Confidence tiers
Calibrated evidentiary classifications: Established, Likely, Possible, and Forming.
100%
Evidence grounding
Case briefs synthesize strictly from pinned records with verifiable database citations.
Relational graph architecture across disparate operational data.
Operational crises rarely present as isolated messages. They appear as complex constellations spanning customer reports, facility codes, recurring device signatures, operational departments, and lagging ticket resolutions.
Yves maintains a persistent, tenant-isolated entity graph spanning ten stored and derived object types. Analysts can execute universal cross-object queries or run bounded path-finding algorithms to reveal indirect relationship chains between arbitrary entities within four degrees of separation.
Every node maintains an immutable dossier: historical attributes, relationship edges, unified chronological timelines, append-only investigator annotations, and purpose-based access audits with automated field redaction.
Sovereign spatial-temporal mapping with zero external tile dependencies
Hover over any cluster to inspect its severity score. Use the playback scrubber to animate geographic diffusion patterns across a full year of incident data.
Northgate General
Lab callback handoff breakdown
Cross-lingual concept exploration in 2D embedding space
Hover over any node to see its label, sentiment, and urgency score. Color encodes sentiment; size encodes operational urgency. Cluster halos reveal latent topic groupings.
“Nobody phoned with the biopsy report.”
Cosine Distance: 0.038Automated case briefs reasoned strictly from pinned records
The investigative brief engine evaluates only explicitly pinned evidence. It structures findings into concrete factual assertions, states calibrated confidence levels, and highlights missing data points required for conclusive verification.
- Assigns calibrated confidence ratings (Established, Likely, Possible, Forming) based on corroborating data volume
- Maintains append-only investigator audit logs to preserve the chain of custody and contemporaneous analysis
- Continuous watchlist monitors alert investigators the moment incoming submissions match active case criteria
Self-hosted Atlas engine with zero external tile dependencies
A sovereign spatial-temporal mapping suite rendered entirely within your isolated deployment boundary. Analyzes localized geographic variance against historical regional baselines without querying external map servers.
- 100% On-premise or sovereign cloud rendering; zero location data or telemetry leaves your perimeter
- Temporal playback scrubber animates geographic diffusion patterns to trace initial incident epicenters
- Hotspot scoring normalizes against regional historical volume, ensuring low-density rural spikes remain visible
Cross-lingual concept exploration & vector constellations
Performs cross-lingual semantic discovery across 100+ languages without relying on keyword matching. Projects high-dimensional embedding spaces into interactive 2D constellations to surface latent clusters.
- Interactive 2D PCA vector projections color-coded by sentiment and sized by operational urgency
- Vector proximity search surfaces nearest-neighbor submissions sharing underlying operational concepts
- Concept drift tracking detects geometric shifts in category centroids across consecutive monthly cohorts
Forensic investigative diagnostics
Silent failure detection
Identifies actions marked resolved internally where negative feedback volume and sentiment regressions continue unabated.
Integrity-weighted analysis
Recalculates reporting statistics by weighting records against anti-spam and verification scores to isolate coordinated distortion.
Coordination network graphs
Clusters device hashes and submission timestamps using union-find graph algorithms to expose coordinated campaigns.
Longitudinal journey tracking
Tracks recurring anonymous contributor trajectories across multiple submissions, measuring sentiment shifts over time.
Anomaly archaeology
Traces sudden operational volume surges backward to identify the earliest ignored submissions that pre-dated the escalation.
Latent high-urgency detection
Surfaces low-volume, critical-severity submissions that standard aggregate volume rankings bury.
“The graph ontology identified systemic equipment failures across four regional facilities linked to a single supply chain lot. The automated evidence brief supported immediate vendor remediation.”
Director of Quality Assurance, Multilateral Healthcare Network
Asked often enough to answer here
Accelerate root-cause analysis
with graph intelligence.
Connect qualitative interaction records, physical facilities, and remediation workflows into verified investigative dossiers.