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DETECT
Active Threats151
Narratives21
Bot Networks43
Sources12,868
PREDICT
Viral Probability85.1%
Est. Reach2.1M
Time to Peak~13h
LifecycleCluster #1847
SEEDING
AMPLIFICATION
CROSS-PLATFORM
MAINSTREAM
DECLINE
Mainstream Risk82%
Deepfake Scan
protest_tehran.mp4
AI-GENERATED · 94.2%
rally_ankara.jpg
AUTHENTIC · 98.7%
speech_deepfake.mp4
MANIPULATED · 91.8%
AI AnalysisQwen3

Coordinated narrative portraying EU regulation claims as "aggression against Russia." 83% of posts within 2h window.

MEDIUMState-affiliated
TOROS LLM
analyst:

Which actors show coordinated behavior in cluster #1847?

toros:

8 accounts with avg delay 4.2min, 87% content overlap...

ACT
Counter-narrativeDEPLOYED
Fact-check alertSENT
Platform flagPENDING

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valbora.io/dashboard/network-analysis
Network AnalysisLIVE
Nodes: 32|Edges: 45|Clusters: 4
CL-1847CL-1848CL-1849CL-1850@info_russ_24@news_feed_77@truth_post_de@real_politik_1@media_watch_eu@alert_news_99@breaking_now_x@daily_digest_tr@yorum_42@telegram_relay
Source
Bot / CIB
Hub
Cross-cluster
Cluster Analysis
CL-1847
8 nodes · 75% bots
CRITICAL
CL-1848
7 nodes · 57% bots
HIGH
CL-1849
7 nodes · 0% bots
LOW
CL-1850
6 nodes · 67% bots
HIGH
Attribution
Confidence87.3%
OriginState-affiliated
TTP MatchIRA-like
First seen2h 14m ago
Primary Narrative

"EU climate policy threatens regional economies" — amplified across 3 platforms within 2h window

Platforms
Telegram
45%
Twitter/X
32%
Reddit
15%
TikTok
8%
threat.cta→

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ProjectIran Defeat Narratives
◎ 23 Regions⚡ 101 Clusters⫘ 18,703 Posts◉ 102 Flows
CRITICALHIGHMEDIUMLOW
VALBORA GLOBE
FranceMEDIUM
Language-based
1,038
POSTS
6
CLUSTERS
48.9
COORD.
Active Campaigns
IRGC Spokesman Alleg...
Telegram Channel Spr...
Referendum on Justice...
Incoming Flows
← United States201
← Iran152
← Germany139
⏮▶⏭↻ 1×
Feb 23, 2026 → Apr 3, 2026
24H3D7D14D30DALL
VALBORA Globe

Global Narrative Intelligence

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SIRR IntelLIVE
Cluster #1847 · Climate Narrative
Threat Assessment

This narrative is in the cross-platform phase with an elevated risk (82%) of reaching mainstream media. Each post generates 1.4 new posts (R₀), indicating active amplification. Immediate action recommended.

MAINSTREAM RISK
82%
SPREAD RATE (R₀)
1.40
Active amplification
LIFECYCLE PHASE
Cross-Platform
Spreading across platforms
Lifecycle Phase
SEEDING
AMPLIFICATION
CROSS-PLATFORM
MAINSTREAM
DECLINE
72h Forecast
5432NOW
SIRR Intel

Predictive Threat Assessment

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TOROS SearchUnified intelligence search
Search narratives, posts, and actors...
AllNarrativesPostsActors
All Platforms ▾All Time ▾

Search across all intelligence data

Find narratives, social media posts, and threat actors across all monitored platforms.

election fraudbot networkspropaganda
TOROS Search

Unified Intelligence Search

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+ New Query
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ProjectIran Defeat Narratives

TOROS LLM

Query your intelligence data. Explore clusters, actors, and generate insights.

›What are the top 5 active narratives?
›Show actors with highest bot scores
›Which clusters have critical threat level?
›Summarize the current threat landscape
Ask a question about your intelligence data...
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TOROS LLM

AI-Powered Intelligence Queries

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ProjectIran Defeat Narratives

ANDOS Brief

3 briefings generated

+ Generate Brief
Draft

Flash-Briefing: Disinformation-Cluster zur iranischen Führungsbehauptung

FlashRestricted⊕ DE
⏱ Mar 20 – Mar 27, 2026· Generated 9d ago by Cem Koez
↓ PDF
Published

Weekly Intel Report: Climate Policy Narrative Amplification Analysis

WeeklyConfidential⊕ EN
⏱ Mar 13 – Mar 20, 2026· Generated 16d ago by Cem Koez
↓ PDF
Published

Situational Report: Cross-Platform Bot Network in German Election Discourse

SituationalRestricted⊕ DE
⏱ Mar 5 – Mar 12, 2026· Generated 24d ago by Cem Koez
↓ PDF
ANDOS Brief

Automated Intelligence Briefings

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<0h
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0.0M
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0+
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0
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Native NLP·Unique Capability

Turkish Language Intelligence

VALBORA is the only disinformation intelligence platform with native Turkish NLP — not translated, not fine-tuned, but built from the ground up for one of the world's most complex agglutinative languages.

Morphological Analysis
Agglutinative word decomposition — handles suffix chains that change meaning
Sentiment Detection
Context-aware sentiment scoring tuned for Turkish discourse patterns
Named Entity Recognition
Turkish political entities, organizations, and geopolitical actors
Narrative Clustering
Cross-script clustering — detects same narratives in Latin and Arabic script
Live Analysis Example
INPUT

"AydinMedia'nın sahte hesaplarla yanlış bilgi yaydığı ve kamuoyunu yönlendirmeye çalıştığı tespit edildi"

NLP OUTPUT
SentimentNEGATIVE · 0.89
EntitiesAydinMedia (ORG)
TopicsDisinformation, Manipulation
Morphologyyanlış+bilgi+yay+dığ+ı
ThreatHIGH · Coordinated inauthentic behavior
TurkishEnglishGermanArabicRussianFrenchFarsi+43 more
50+ Languages

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BoraForensics

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valbora.io/forensics/deepfake
← Select a tab to explore each capability

Detect AI-generated and manipulated video, audio, and images. BoraForensics analyzes facial regions, temporal consistency, spectral patterns, and lip-sync alignment to determine if media content is authentic, manipulated, or entirely AI-generated.

Deepfake Analysis
Model: BoraForensics v2.4
speech_interview_03.mp4 — Frame 1247/3840AI-GENERATED
Deepfake analysis subject
EYE REGIONPupil asymmetry: 0.34Temporal jitter detectedMOUTH REGIONLip-sync score: 0.31Blend artifact at jawlineFACE DETECTEDFORENSIC OVERLAY
Confidence
94.2%
Temporal Consistency
FAILED
Frame-to-frame jitter in eye region
Spectral Analysis
ANOMALY
GAN artifact pattern at 128×128 grid
Lip-Sync Score
0.31
Audio-visual mismatch detected
Analysis Queue
▶speech_interview_03.mp4
ANALYZINGAI-GEN
◻rally_istanbul.jpg
COMPLETEAUTHENTIC
▶press_conf_04.mp4
COMPLETEMANIPULATED
▶telegram_clip.mp4
QUEUED—
◻tweet_screenshot.png
COMPLETEAUTHENTIC

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TLS 1.3End-to-end encryption
AES-256Data at rest encryption
SOC 2Type II certified
GDPREU data privacy compliant
On-PremiseFull sovereign deployment

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