•  Case Study
•  Defense & InfoSec
x

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
Download PDF
•  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

Want to Learn More?