ND
Narrative Discovery & Clustering
Discover emerging themes, cluster related content and track narrative evolution over time.
Narrative Intelligence
IntegraNarrative — Narrative Intelligence Platform.
Detect emerging narratives, understand the actors and networks amplifying them, assess narrative risk and provide decision-grade evidence before information threats create material operational, financial, reputational or physical impact.
Risk model
Narrative risk as a measurable operating signal
The score below is a proposed EBP Integra framework and should be calibrated by sector, geography, threat model and available evidence.
Narrative Risk Score = Reach × Velocity × Coordination × Actor Influence × Deception / Harm Signal × Business Impact
Suggested operating tiers: Observe → Emerging → Elevated → Critical. The score supports prioritization; it does not replace analyst judgment.
Suggested operating tiers: Observe → Emerging → Elevated → Critical. The score supports prioritization; it does not replace analyst judgment.
Platform capability model
See the information environment as a risk system
Move beyond keyword counts by connecting narratives, actors, communities, networks, media and business impact.
PV
Propagation & Velocity
Measure spread, acceleration, persistence, contagion and cross-community movement.
AI
Actor & Influencer Mapping
Identify influential accounts, repeat amplifiers, key actors and relationship patterns.
CO
Cohort & Community Detection
Map communities, audience segments and connected cohorts participating in narrative spread.
CA
Coordinated Behavior Detection
Identify suspicious synchronization, repeated content patterns and coordinated amplification signals.
BA
Bot & Amplification Analysis
Assess anomalous amplification, automation indicators and disproportionate engagement patterns.
XP
Cross-Platform Correlation
Connect signals across supported social, news, web, forum, dark-web and other authorized sources.
ML
Multilingual Context Analysis
Perform language-aware semantic analysis, translation support and context normalization across markets.
MM
Multimodal Intelligence
Analyze text, images, memes, audio/video metadata and synthetic-media risk where supported.
GM
Geospatial & Temporal Mapping
Map where and when narratives emerge, move and interact with real-world events.
EV
Evidence & Provenance
Preserve source URLs, timestamps, media evidence, transformations, model output and analyst confidence.
EA
Early Warning & API
Trigger thresholds, watchlists, alerts, dashboards and APIs for downstream intelligence and response systems.
Architecture
From information signals to governed narrative intelligence
Separate collection, machine analysis and human assessment so decisions remain evidence-led and auditable.
Sources
News • public web • authorized social sources • forums • dark web • image/media sources • internal signals
Discovery
Collection • normalization • deduplication • language detection • topic/narrative discovery
Narrative graph
Narratives • actors • influencers • cohorts • networks • amplification • time/location context
Risk analytics
Velocity • coordination • actor influence • deception/harm signals • impact scoring • anomaly detection
Analyst workspace
Evidence review • confidence • watchlists • investigations • AI-assisted synthesis • source trace
Outputs
Alerts • API • executive brief • crisis intelligence • command center • IntegraIntel enrichment
Priority use cases
Where narrative intelligence creates value
Use cases should be scoped to legitimate defensive, risk, safety and decision-support purposes.
BR
Corporate & Brand Risk
Detect harmful or rapidly changing narratives that may affect trust, customer behavior, partnerships or brand value.
EP
Executive Protection
Track narrative targeting, impersonation, threats and coordinated campaigns affecting executives and high-value individuals.
CY
Cyber Incident Narrative
Monitor attacker claims, leaked-data narratives, misinformation and reputational escalation during cyber incidents.
GP
Geopolitical & Country Risk
Assess narratives around political, economic, policy and security developments affecting operations.
FM
Financial Market & Investor Risk
Detect narrative shifts and coordinated signals that may affect market confidence, liquidity or investor perception.
CR
Crisis Intelligence
Understand narrative evolution during product, operational, safety, legal or public crises.
DI
Disinformation & Influence Risk
Identify suspicious amplification, narrative seeding, coordinated behavior and influence-network patterns.
Intelligence products
Decision-grade outputs
Different stakeholders receive the same underlying evidence at the appropriate level of detail.
Real-time
- Flash narrative alert
- Risk-threshold notification
- Executive targeting alert
- Coordinated amplification signal
Operational
- Narrative case file
- Actor / cohort map
- Propagation timeline
- Evidence and provenance pack
Executive
- Daily narrative risk pulse
- Weekly intelligence brief
- Crisis brief
- Board-level narrative risk dashboard
Strategic
- Quarterly narrative threat landscape
- Scenario assessment
- Market / country narrative outlook
- Response playbook recommendations
Deployment & security
Enterprise-ready controls
Narrative intelligence often combines external content with sensitive internal context; access and provenance controls therefore remain first-class requirements.
Deployment
- SaaS / managed service
- Private cloud
- On-premise analytical layer
- Hybrid / federated integration
Controls
- RBAC / ABAC and purpose controls
- Source provenance and confidence
- Encryption and audit trail
- Retention / legal review
- Human validation for consequential attribution