Epistemic Intelligence System

Some contradictions
are never
directly stated.

NEXUS reconstructs evidence relationships across documents, timelines and entities.

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Investigation Scenarios
Case 01Insurance Claim Conflict

Two witnesses. One timeline. Irreconcilable gap.

A liability claim referenced three medical reports and two independent witness accounts. Standard review found no issues. NEXUS mapped every statement against its source timestamp.

Temporal Inconsistency Detected
Hospital Admission Recordconf. 0.97

"Patient admitted 14:22 on 12 March."

Accident Report — Claimantconf. 0.88

"Incident occurred at 16:40 on 12 March."

2h 18min gap unaccounted for across all submitted documentation.

Divergence
0.84
Case 02Procurement Irregularity

Four contracts. One supplier. Three versions of the same clause.

A procurement audit flagged unusual supplier concentration. NEXUS ingested all contract versions, amendment logs and board approval minutes to reconstruct the document timeline.

Clause Modification Detected Post-Audit
Supplier Agreement v1.0conf. 0.99

"Warranty clause §11.4: 24-month coverage, no exceptions."

Supplier Agreement v3.1 (post-audit)conf. 0.96

"Warranty clause §11.4: 12-month coverage, operational exclusions apply."

Amendment undisclosed in board minutes. No regulatory filing updated.

Divergence
0.91
Case 03Compliance Timeline Divergence

The fine was paid. The disclosure came later. Much later.

A vendor due diligence package included a clean regulatory reference letter. NEXUS cross-referenced the letter date against official enforcement registers.

Disclosure Delay — 14 Months
BaFin Enforcement Registerconf. 0.99

"€2.3M fine confirmed Q2 2023. Public record since July 2023."

Reference Letter — Vendorconf. 0.91

"No outstanding regulatory issues as of H1 2023."

Letter issued August 2023. Enforcement record predates by 14 months.

Divergence
0.89
Interactive Preview
NEXUS / by JARVIS v8 — Meridian Capital Investigation
Active Case
Meridian Capital
Live Stats
Entities20
Sources5
Conflicts2
GRAPHTIMELINEANALYSIS
N 7 · E 8
Evidence Inspector
Select a node
High Material Divergence Detected — Divergence 0.89
Why this matters
Modern investigations increasingly require traceable reasoning, provenance awareness and explainable analytical workflows.
EU AI Act

High-risk AI systems require transparent reasoning chains and human oversight mechanisms. NEXUS provides both by design.

Governance

Regulators and boards increasingly require documented decision trails. Every NEXUS conclusion is independently reproducible.

Explainability

Source provenance, confidence scores and divergence metrics are preserved at every analytical step.

Traceability

From raw documents to final findings — the complete reasoning path remains auditable and version-controlled.

Use Cases
01

Compliance Investigations

Map regulatory contradictions across multi-jurisdiction filings and disclosure histories.

02

Procurement Risk

Surface vendor misrepresentation by cross-referencing contracts, registries and audit reports.

03

Insurance Fraud

Detect temporal inconsistencies and conflicting testimonies across claim documentation.

04

Internal Audit

Reconstruct decision trails and identify information asymmetries within organisational workflows.

05

Regulatory Intelligence

Track evolving regulatory postures and surface latent contradictions in enforcement patterns.

Some contradictions are never
directly stated.

NEXUS makes them visible.