Case Study
 Defense & InfoSec
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The Imperative for a Coordinated Defense

NATO StratCom COE and Enkrypt AI examined how emerging AI technologies can be combined into coordinated, multi-persona influence systems - mapping the full lifecycle of AI-enabled influence operations from target discovery through cross-platform amplification.
47
Influence tactics mapped
60K+
Engagement signals analyzed
350+
Organic narrative adoptions
THREAT INTEL CONSOLE  v2.4.1
Global Threat Detection Live
BLOCKED · RU/Moscow
ALLOWED · US/Virginia
BLOCKED · CN/Shanghai
ALLOWED · DE/Frankfurt
Threats today
0
Block rate
94.7%
Latency
<12ms
Live Detections
!
Persona cluster 0.3s
~
Narrative drift 1.1s
Cross-platform relay 2.4s
LLaMA signature 3.8s
Detection Coverage
Disinformation 91%
Synthetic media 100%
Coordinated ops 68%
 The Shift

From isolated analyses to an alliance-wide operational framework.

Before the joint engagement, defense posture around AI-enabled influence relied on fragmented, reactive analysis. With Enkrypt AI and NATO StratCom CoE working in concert, the alliance now operates from a single shared model of the threat.

Before
Reactive, fragmented, national-scope
Each member analyzed AI-enabled influence with its own vocabulary, toolchain, and timing. Detection happened at the point of viral spread. Cross-platform and cross-language signals were rarely correlated until after an operation had already shaped opinion.
Detection cadence
Post-hoc
Shared lexicon
Partial
Alliance reuse
Low
After · Enkrypt AI × NATO StratCom COE
Proactive, joint, alliance-wide
Adversary operations modeled end-to-end — target discovery, persona creation, narrative generation, coordination, relay. Behavioral coordination signals catalogued. A single detection blueprint that each member can adapt to their own environment, with aligned terminology and shared threat patterns.
Detection cadence
Upstream
Shared lexicon
Complete
Alliance reuse
By design
 Measured outcome

Three numbers anchor the research.

The joint study surfaced concrete measurements of how AI-enabled influence operations scale, propagate, and get adopted.

01 · Tactics
47
Influence tactics mapped
Improved understanding of AI-enabled influence threats by mapping how tactics are created, scaled, and deployed across platforms.
02 · Signals
60K+
Engagement signals analyzed
Observed across coordinated influence activity to surface personas, narrative convergence, and amplification patterns.
03 · Adoptions
350+
Organic narrative adoptions
Real users independently echoed campaign talking points, validating the downstream influence and coordination effects.
 Six pillars of the framework

How the joint model was built.

The joint study surfaced concrete measurements of how AI-enabled influence operations scale, propagate, and get adopted.

Multi-Persona Modeling
Examined how emerging AI technologies combine into coordinated, multi-persona influence systems capable of shaping public sentiment.
Full Lifecycle Map
From target discovery through cross-platform amplification — the study mapped every stage of an AI-enabled influence operation.
Tactic Catalogue
47 distinct influence tactics identified and documented with how each is created, scaled, and deployed.
Engagement Analysis
60K+ engagement signals analyzed across coordinated activity to surface personas, narrative convergence, and amplification patterns.
Adoption Tracing
350+ organic narrative adoptions traced — real users independently echoing campaign talking points, validating downstream influence.
Operational Framework
Transformed a theoretical risk into a detailed operational framework — an actionable model for detection, and defense across missions.
 What the study produced

A shared framework, not a one-off report.

The joint research packaged the full lifecycle of an AI-enabled influence operation as an operational model — usable across NATO member missions and extendable as the threat landscape evolves.
  • 47 distinct influence tactics catalogued with how each is created, scaled, and deployed
  • 60K+ engagement signals analyzed across coordinated activity
  • 350+ organic narrative adoptions traced to validate downstream influence
  • End-to-end lifecycle framework — from target discovery through cross-platform amplification
research outputs Delivered
TacticTarget discovery · audience segmentationMapped
TacticPersona generation · synthetic identityMapped
TacticNarrative generation · tone & framingMapped
TacticCoordination patterns · posting cadenceMapped
TacticCross-platform relay · amplificationMapped
SignalEngagement patterns · 60K+ observationsAnalyzed
OutcomeOrganic adoptions · 350+ real echoesTraced
 EXECUTIVE SUMMARY

The Imperative for a Coordinated Defense

NATO StratCom COE Enkrypt AI partnered together to examine how emerging AI technologies can be combined into coordinated, multi-persona influence systems capable of shaping public sentiment and disrupting information stability. Through this partnership, the teams jointly analyzed how adversaries can assemble commercial and open-source models into scalable misinformation ecosystems with minimal friction.

The collaboration mapped the full lifecycle of an AI-enabled influence operation, from target discovery and persona development to narrative generation and cross-platform amplification. By structuring this research as a shared technical and strategic effort, NATO StratCom COE  and Enkrypt AI transformed a theoretical risk into a detailed operational framework. The outcome is a clearer and more actionable understanding of how these systems function, how they can be detected, and which defensive strategies are most effective across missions and member states.

Meet the authors:

Gundars Bergmanis-Korāts
 Case Study
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 TESTIMONIAL
Enkrypt AI translated a fast-moving, theoretical threat into an operational model we can use to better design defense strategies against automated influence threats. Their work gave us a practical, technically informed framework for identifying AI-enabled influence campaigns and reinforcing our collective information resilience.
Joshua Chia
Senior Expert
|
NATO Strategic Communications Centre of Excellence

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