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Constellation is Blackbird.AI’s Narrative Intelligence Platform, designed to help organizations identify, analyze, and prioritize narrative risk. The platform examines narratives, associated influencers, networks, anomalous behavior, and connected cohorts across thousands of sources. Using multiple analytic signals, Constellation provides visibility into how narratives emerge, spread, and scale, supporting organizations in understanding the structure and potential impact of narrative activity relevant to their operating environment.
Havel is Repsense's narrative intelligence platform that helps organizations detect, analyze, and anticipate narrative risk across the information environment. It ingests text, broadcast, social media, video, advertising, and search across 75+ languages and thousands of sources, using AI to classify narratives, detect coordinated inauthentic behavior, and score content impact. Havel projects how narratives will spread – modeling trajectory from coordination, reach, and source authority to deliver early warning before conventional tools react. Rather than counting mentions, it evaluates them, so decisions rest on signal rather than volume. Havel supports media monitoring, reputation management, election, disinformation and FIMI tracking, broadcast compliance, and deep video analysis, delivering results through dashboards, alerts, and reports. It serves both commercial and public sector users – from brands and communications teams to government, defence, and StratCom organizations.
Alethea Artemis is a software designed to detect and analyze digital misinformation and disinformation across online platforms. The software employs machine learning and natural language processing to identify potentially misleading content, trace its origins, and assess the spread and impact of manipulated information. It offers tools for monitoring narratives, visualizing data flows, and generating analytic reports, aiding organizations in understanding threats related to digital content manipulation. Alethea Artemis addresses the business problem of protecting brand reputation and mitigating risks associated with false or deceptive online information by providing real-time insights and actionable intelligence regarding information authenticity and dissemination patterns.
Alto Intelligence is a software designed to provide contextual cyber threat intelligence for organizations. The software automates the collection, enrichment, and analysis of threat data from multiple sources, enabling users to detect and assess potential risks to digital assets. It integrates with existing security infrastructure to deliver real-time alerts, actionable insights, and data correlation for incident response. Alto Intelligence software helps teams identify attack patterns, vulnerabilities, and indicators of compromise, supporting decision-making in security operations. It aims to address challenges related to threat detection, analysis, and prioritization by offering customized intelligence feeds and streamlined workflows.
Annex is a software developed by Identrics that focuses on automating the process of document annotation and content enrichment for various digital assets. The software uses artificial intelligence and machine learning techniques to classify, extract, and structure information from large volumes of unstructured text. Annex is designed to support organizations in managing and analyzing textual data by providing features such as document segmentation, entity recognition, metadata extraction, and content categorization. The software addresses challenges related to manual data processing and helps improve the efficiency and accuracy of information management workflows across different business sectors.
Brinker is a software designed to automate workflows and streamline business processes through the integration of artificial intelligence. The software facilitates task management, data handling, and connection between various applications, enabling organizations to enhance operational efficiency. Brinker enables users to build custom workflows that connect different services and applications, reducing manual intervention and simplifying routine tasks. It addresses business challenges associated with repetitive operations, data synchronization, and process automation, supporting productivity improvements across organizational functions.
The Constellation API bring Blackbird.AI’s narrative intelligence directly into your internal systems, enabling
you to aggregate, correlate, and operationalize high-fidelity insight into narrative attacks, authors, and posts
targeting your executives and organization at scale. Constellation API make narrative intelligence portable,
queryable, and actionable. The Constellation API opens up programmatic access to Blackbird.AI’s Constellation Narrative Intelligence Platform’s full intelligence stack: narrative discovery, risk scoring, bot detection, cohort analysis, coordination evidence, and state actor attribution. The API enables integration with SIEM and SOAR platforms, custom application development, and AI agent consumption via the emerging Model Context Protocol (MCP). With public developer documentation at docs.blackbird.ai, enterprise-grade authentication, and SOC-2 compliance, organizations can begin enriching their security workflows with narrative intelligence data in minutes.
Cyabra is a software designed to analyze and mitigate risks associated with disinformation, misinformation, and harmful narratives across digital channels. The software uses artificial intelligence and machine learning to identify fake accounts, bots, coordinated campaigns, and deceptive content on platforms such as social media networks, forums, and news sites. Cyabra helps organizations gain insights into online conversations and detect threats by mapping digital communities and monitoring interactions. It enables businesses and institutions to protect their reputation and operational integrity by providing real-time analytics, influence mapping, and narrative tracking, assisting in the management of brand safety and crisis response efforts.
CyberShadows moves first, before the attack. The platform autonomously detects and blocks malicious communications across the entire internet - open, deep, and dark web - before they reach your environment. It tracks the infrastructure criminals use to plan attacks, so your defences are ready before the threat moves. Any threats discovered are blocked automatically. No alerts to chase. No exposure window. CyberShadows brings together three modules: Shadow_Ops: For real-time threat detection and prevention. Shadow_GRC: For governance and compliance that gets enforced rather than just documented. Shadow_Patch: For simple, one-click software updates across your entire estate. Cybershadows deploy alongside your existing security tools, filling in all the gaps, in minutes. Plain language. Intuitive interfaces. Accessible pricing. Built for organisations of any size, run by a team that puts your security above everything else.
dig is the video-first narrative intelligence platform for brands, agencies, and governments, covering both social and non-social sources. We analyze video, audio, image, and text on social platforms, publications, podcasts, news, and forums in over 100 languages, separating authentic reactions and emerging narratives from deepfakes, fake engagement, and coordinated activity. Understand what audiences actually think, detect threats and foreign influence, and protect the narratives shaping reputation.
EdgeTheory Narrative Intelligence Platform is a software designed to analyze, track, and visualize narratives across various digital channels. The software employs natural language processing and data analytics to help organizations monitor the emergence, evolution, and impact of narratives in media, public discourse, and digital platforms. It offers features for identifying trends, mapping the spread of information, and understanding the influence of specific topics or themes. The software aims to assist businesses, organizations, and analysts in making data-driven decisions by providing insights into narrative dynamics and information ecosystems. It supports use cases such as strategic communication, risk assessment, and market intelligence by enabling the identification of narrative opportunities and challenges.
LetsData is a software designed to provide data collection, enrichment, and structuring capabilities for organizations seeking to harness external data sources. The software enables automated web scraping and data extraction, offering customizable pipelines that handle diverse formats and structures. It supports data enrichment by integrating various data points, allowing users to derive meaningful insights and make data-driven decisions. LetsData streamlines the process of acquiring, cleaning, and organizing unstructured data from different online sources, which can assist businesses in research, analytics, and operational optimization by transforming raw external data into a structured and usable format.
Logically Intelligence is a software that uses artificial intelligence to detect, analyze, and monitor online information such as misinformation and disinformation across digital platforms, including social media and news outlets. The software provides real-time insights, enabling organizations to track harmful narratives and assess their potential impact. It offers capabilities for automated alerting, contextual analysis, and reporting, assisting users in understanding the origin and spread of misleading content. Logically Intelligence addresses the business problem of managing risk related to false information, helping organizations safeguard reputation and operations by identifying and mitigating information threats at scale.
Narrative Feed is an AI-powered Blackbird.AI product that provides organizations with automated narrative intelligence reports without the need for an in-house analyst team. Built on the Constellation Narrative Intelligence Platform, it identifies and analyzes emerging narratives to support informed business decision-making. Narrative Feed delivers insights on predefined topics through periodic reports and provides a dedicated interface for accessing and exporting results. The product is designed to help organizations understand narrative risk and assess the value of narrative intelligence within their operational environment.
Osavul is a software designed for monitoring, detecting, and managing risks associated with information operations, disinformation, and manipulation campaigns across digital platforms. The software utilizes artificial intelligence and machine learning to identify false or misleading narratives and analyze online content in real time. Osavul helps organizations monitor potential threats to information integrity, automates the detection of organized influence activities, and provides tools for incident analysis and reporting. The software addresses the business problem of protecting organizational reputation and strategic interests by enabling proactive management of information security challenges in the digital environment.
PeakMetrics is an AI-native narrative intelligence company helping organizations detect, decipher, and defend against the narratives shaping reputation, risk, and influence. Combining an AI-powered intelligence platform with forward deployed solutions engineering, PeakMetrics transforms data from news, social media, broadcast, podcasts, and AI models into intelligence tailored to each organization's unique information environment. Customers use PeakMetrics to anticipate emerging issues, understand the forces driving narratives, measure reputation and AI visibility, and deploy custom workflows, applications, dashboards, alerts, and executive reporting that turn intelligence into action.
Refute is the proprietary AI platform that helps governments and commercial organisations outpace their adversaries. Our responsive intelligence detects emerging disinformation campaigns before they fully manifest, and delivers context-aware response strategies so organisations can act with speed and precision.
By fusing data across open-source and social frontiers and tracing narratives as they evolve, Refute transforms threat intelligence into a unified platform that aligns internal teams on decisive action. Our technology was built for those who can’t afford to wait, and ensures you are on the front foot when it counts.
Valent is a software designed to facilitate secure document exchange and communication within organizations. The software allows users to share sensitive information and files efficiently while maintaining compliance with regulatory standards. Its features include encrypted messaging, collaborative document editing, access controls, and real-time notifications. Valent addresses business challenges associated with managing confidential data and streamlining workflows by providing a central platform for document storage and collaboration. The software is used to reduce risks related to unauthorized access and loss of important information, thereby supporting administrative and operational efficiency in various sectors.
Gartner defines narrative intelligence tools as those that help organizations preemptively detect and monitor narratives using a broad range of data from various sources (such as social media, news media, the dark web, internal communications channels, and other digital content). Narrative intelligence tools analyze the evolution of narratives, adversarial intent, and influence operations. These tools enable organizations to detect early signals and track the spread of disinformation over time with deep context to safeguard their organization’s brand and reputation.
This service may contain translations provided by Google. Google disclaims all warranties related to the translations, express or implied, including any warranties of accuracy, reliability, and any implied warranties of merchantability, fitness for a particular purpose and noninfringement. Gartner's use of this provider is for operational purposes and does not constitute an endorsement of its products or services.
