PRISM TRACE Portfolio
Beta — Network topology is illustrative. Link weights derived from citation patterns and event-actor relationships.
Node Types
Conflict Actor (fatalities inside)
Media Outlet (colored by SQ)
Event Cluster (count inside)
Edges
Width = connection strength
Research & demonstration. Not operational intelligence. Data: ACLED, UN Panel, OCHA. OAQ
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MOSAIC — What it's built for
Coordinated-Behavior Attribution · Threat-Actor Mapping · Network Analysis

Most threat actors don't show up in the headlines they generate. They route narratives, transactions, and operational signals through intermediaries — outlets, shell entities, accounts, surrogates — that look independent but aren't. MOSAIC surfaces who's actually orchestrating without appearing prominent. Eigenvector centrality flags nodes that are connected to other well-connected nodes — the structural position of an orchestrator, regardless of visibility.

DoD Info Ops · IO Contractors
Coordinated Inauthentic Behavior Attribution
Map narrative-actor coalitions across kinetic and gray-zone environments. Identify which adversary networks coordinate which messaging cycles, including bot-amplifier-narrative chains traced to state and non-state operators.
Election Integrity
Foreign vs. Domestic Amplifier Mapping
Cluster amplification networks by node-level provenance. Where the foreign-domestic boundary actually sits in a given election cycle, who's bridging the two, and which structural positions are most exploited.
Trust & Safety · FAANG
Threat Actor Clustering & Account Attribution
Coordinated review manipulation, brand-attack campaigns, malicious-account clusters. MOSAIC outputs an attribution graph T&S can hand to legal, comms, or platform integrity. Designed to be auditable and explainable, not black-box.
Sanctions & UBO Compliance
Layered Ownership & Counterparty Network Mapping
Trace beneficial ownership through layered corporate structures. Surface sanctions-designated actors buried four entities deep — the same methodology applied in nine-figure acquisition due diligence.
Litigation Support
RICO Conspiracy & Enterprise Mapping
Map conspiracy structure for plaintiff or defense counsel. Distribution chains, financial backflows, communication networks. Court-presentable graph evidence with full source provenance for every edge.
M&A · VC Due Diligence
Counterparty & Adversary Network Risk
Pre-deal: who is the target's counterparty actually connected to? Post-deal: what hostile networks now have second-order access? Map the network you're acquiring, not just the entity.
Counter-Disinformation
Narrative-Source Provenance Tracing
Live-conflict environments. Trace defamatory or destabilizing narratives back to originators through outlet co-citation, account coordination, and event clustering. Production-tested in active conflict zones; deliverable to intergovernmental clients.
Insurance & Supply Chain
Supply Chain Adversary Risk Graphs
Multi-tier supplier networks mapped against sanctions, illicit-finance, and adversary-actor data. Identify second- and third-tier exposure that primary vendor screening misses.