Our solutions

Modular by design

Our solutions share a common foundation: linguistic rigour, operational clarity, and deployment flexibility. Deploy them individually to address specific challenges, or integrate them into comprehensive intelligence ecosystems tailored to your operational requirements.

CALICO

The world’s first multilingual foundation model built for what others refuse to handle. CALICO processes complex, ambiguous, and rapidly changing harmful content across 30+ languages with precision that matters in high-stakes environments. It powers security operations, regulatory monitoring, and public governance applications where context, cultural nuance, and narrative evolution are everything.

• Sovereign AI – Trained on LUMI and JUPITER supercomputers with full EU data sovereignty
• Harmful content specialisation – Pre-trained on extremism, disinformation, and adversarial communication (not sanitised)
• 30+ languages – Deep linguistic understanding including under-resourced EU languages
• Mission-critical reliability – Engineered for defence, intelligence, and law enforcement applications with explainability built in

Contact our team to discuss CALICO deployment for sovereign operations.

EOOH Dashboard

See threats before they become headlines. The EOOH Dashboard monitors social platforms, news sources, and online communities in real time—detecting emerging narratives, sentiment shifts, and potential harms as they develop. Built for high-volume environments, it transforms chaotic digital activity into clear, explainable insights that analysts, policymakers, and law enforcement can act on immediately.

• Multi-platform aggregation – Continuously monitors 15+ platforms including Telegram, 4chan, and fringe forums
• Early warning system – Detects micro-targeting, radicalisation patterns, and coordinated disinformation campaigns
• Forensic-grade output – Used by European law enforcement agencies under the European Observatory of Online Hate
• Cross-lingual by design – Operates across all EU languages plus Russian and Arabic

Contact us to see the EOOH Dashboard in your operational environment.

deDuider

Understand the debates that shape decisions. deDuider maps how public conversations evolve across media, politics, and society—identifying the topics, frames, and arguments that drive discourse. Governments, municipalities, and media organisations use it to track polarisation, inform communication strategies, and understand how different communities engage with critical issues.

• Debate structure mapping – Reveals how issues are framed, contested, and amplified across digital spaces
• Polarisation detection – Identifies echo chambers, coordinated brigading, and emerging social tensions
• Municipal deployment – Currently serving 30+ municipalities in Belgium and the Netherlands
• Accessible to non-technical users – Intuitive interface designed for policy professionals and communications teams

Get in touch to understand the conversations shaping your community.

EHBT

Early warning intelligence for emerging disinformation narratives. EHBT monitors social media discussions at scale, detecting topics that generate doubt, confusion, and viral spread before they crystallise into harmful narratives. Built for municipalities, civil society organisations, and policy teams who need to understand and respond to misinformation as it evolves in real time.

• Discussion-level analysis – Tracks narrative evolution across 15+ platforms including 4chan, Telegram, Reddit, TikTok, and Bluesky
• AI-powered summarisation – Generative AI condenses thousands of posts into actionable intelligence on emerging themes
• Integrated fact-checking – Direct connection to BENEDMO’s 200,000+ factchecks across 50+ languages for immediate verification
• Hyperlocal monitoring – Configurable geographic scope down to municipal level for community-specific intelligence
• Custom channels – AI-assisted search term expansion helps users create targeted monitoring for topics of concern

Contact us to deploy EHBT for disinformation monitoring in your community.

Text Analytics API

Language intelligence, ready to integrate. Our Text Analytics API gives developers direct access to Textgain’s core capabilities: language detection, sentiment analysis, summarisation, classification, and entity extraction—all optimised for multilingual performance and European privacy standards. Enrich your products, workflows, and research with enterprise-grade linguistic AI without building from scratch.

• Comprehensive NLP suite – Detection, sentiment, summarisation, classification, entity extraction in one API
• Multilingual by default – Consistent performance across EU languages without separate models
• GDPR-compliant architecture – Built for European data protection standards and secure deployment
• Developer-friendly – Clear documentation, pay-per-use pricing, and straightforward integration

Start integrating Textgain’s language intelligence into your platform today.