AI TOOL PROFILE
Textgain: AI Harmful Content Detection Software
- Security
- Cybersecurity
- Governmental bodies
- Law enforcement agencies
- Defense organizations
- Online platform moderators
- Security operations centers
Pricing
Pricing was not clearly available from the provided evidence. Buyers should confirm current pricing on the vendor website.
At a glance
- Best for
- Governmental bodies, Law enforcement agencies, Defense organizations, Online platform moderators, Security operations centers
- Key use cases
- Harmful Content Analysis, Foreign Influence Detection, Situational Awareness, Firearms Tracking Intelligence
- Official website
- Visit Textgain official website

How AI is used
Textgain is an NLP-based AI platform designed to identify and analyze harmful content across social media streams and web forums. It uses a specialized foundation model called CALICO LLM to process content in over 30 languages, including Arabic and Russian, for security and regulatory environments.
The tool is built for organizations operating in public safety, defense, and digital security. It supports users in tracking emerging threats, monitoring for extremist activity, and identifying foreign influence operations using OSINT tools and monitoring in real time.
Buyers should confirm that the platform is oriented toward high-stakes operational environments, such as law enforcement and government agencies, and focuses on sovereign deployment options like on-premise or edge environments to support data privacy.
Key Features
Multilingual NLP Analysis
Supports 30+ languages, including all official European languages, for analyzing digital content.
Threat Detection
Categorizes content across 15+ threat types, including violent extremism and anti-EU rhetoric.
CALICO LLM
A foundation model engineered for security operations and harmful content detection.
GDPR-Compliant Web Crawling
Collects data from mainstream and fringe platforms, including Telegram and darknet forums.
Incident Monitoring
Fuses news and social media streams into structured incident intelligence with automated clustering.
Trend Analysis Engine
Maps public discourse into narrative structures to help identify drivers of unrest.
Use Cases
Harmful Content Analysis
Identifying violent speech and extremist activity across digital media streams.
Foreign Influence Detection
Using OSINT tools to track state-linked propaganda and coordinated information operations.
Situational Awareness
Monitoring events across borders in real time to support crisis response and public safety.
Firearms Tracking Intelligence
Using AI analysis to support the tracking of illicit firearms.
FAQ
What does Textgain do?
- Textgain uses NLP and AI to analyze digital content and identify harmful materials, including violent speech, extremism, and foreign information manipulation.
Who is Textgain designed for?
- It is designed for law enforcement, intelligence services, defense organizations, governmental bodies, and operators of online platforms.
Which languages does Textgain support?
- The platform supports 30+ languages, including all official European languages, Arabic, and Russian.
How does Textgain handle data privacy?
- Textgain provides GDPR-compliant web crawling and supports sovereign deployment via API, SaaS, or full on-premise/edge environments.
Source category: Security
Source subcategory: Cybersecurity
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