Our solutions
From detecting toxic content at scale to uncovering disinformation networks and extracting intelligence from unstructured text, Textgain builds AI that works where language is most complex. Each solution is production-ready, multilingual by design, and built to integrate into your existing workflows — whether deployed standalone or as part of a broader intelligence stack.
CALICO Suite
The AI analytics platform built for organisations that need to understand language at scale — across platforms, formats, and threat types. The CALICO Suite combines advanced NLP, toxicity detection, and narrative analysis into a modular intelligence layer that connects directly to your operational workflows, from incident monitoring to trend analysis and OSINT.
- Multilingual NLP at scale — Purpose-built for harmful content, extremism, disinformation, and adversarial communication across 30+ languages
- Modular by design — Deploy individual capabilities or combine them into a full intelligence pipeline tailored to your use case
- Transparent outputs — Structured, explainable results that support human decision-making in high-stakes environments
- Flexible deployment — Available via API, SaaS, or on-premise for organisations with strict data sovereignty requirements
- Proven in the field — Trusted by law enforcement, regulatory bodies, and civil society organisations across Europe
EOOH Dashboard
AI-powered detection of toxic online content at institutional scale. Built for organisations that need to monitor, classify, and act on harmful content across platforms — EOOH reads context, not keywords, tracking how language mutates, campaigns coordinate, and harmful narratives intersect across 15+ platforms, 27+ languages, and 11+ harm categories.
- 8M+ posts analysed daily — Early-warning signals and toxicity shifts across mainstream VLOPs and fringe environments, faster than any manual review cycle
- Cross-platform narrative intelligence — Detects coordinated inauthentic behaviour originating on fringe platforms before it migrates to mainstream ones
- Context-aware classification — Identifies slang, codewords, and evolving language patterns that render keyword-based filters increasingly ineffective
- DSA-aligned reporting — Systemic risk monitoring with full audit trails, built for regulatory and law enforcement obligations across the EU
deDuider
Social media monitoring built for organisations that need to understand and respond to online polarisation — in real time, at the regional level. deDuider combines AI-driven text analysis with geographic targeting, giving communications teams a direct view of harmful narratives, toxic sentiment, and emerging social issues playing out in their area.
- Automated toxic language detection — Identifies polarising content across mainstream and fringe platforms, including X, TikTok, Facebook, Telegram, and 4chan, across all official EU languages plus Arabic, Russian, and Turkish
- Geographic precision — Crawlers are tuned to specific regions and can be scoped to individual municipalities, ensuring relevance without noise
- Sentiment & concept analysis — Surfaces the emotional tone and key themes in online conversations, enabling faster and better-informed policy responses
- EU AI Act compliant — Built with transparency and accountability at its core, in full alignment with European AI regulation
- Privacy-first by design — Monitors public online conversations at scale while fully respecting citizen privacy and applicable privacy legislation
Want to discuss one of our solutions in more detail?
