Toqan is an enterprise AI assistant operated by MIH AI B.V. (a Prosus Group company). It centralizes 20+ LLMs and agent capabilities to support writing, brainstorming, presentation building, document summarization, translation, web browsing, code review, call transcription, and data analysis (including text-to-SQL and visualizations). Emphasis is placed on securely connecting to an organisation’s internal data sources for fast, contextual insights and on personalization features such as saved prompts, language preferences, and memory. Key product components include a Data Analyst / text-to-SQL agent that converts natural-language questions into SQL and returns answers and visualizations, configurable Toqan Spaces (workspaces and automation with Agents), an assets library and prompt library, voice commands, web search, Slack integration, and connectors for databases and internal repositories. The site/public materials announce SOC 2 and ISO/IEC 27001 certifications (blog) and publish a privacy policy that states personal/Toqan usage data is not used to train third-party models or used for personalized advertising; the privacy policy documents processing purposes, data types, retention (example: ~18 months for Toqan usage data unless contract/legal reasons require longer), international transfers within Prosus under SCCs, and contact information for privacy requests. Public-facing materials do not include pricing or plan details; the site uses CTAs to "Book a demo" or join a waitlist rather than listing self-serve pricing. The site references ProLLM benchmarks (prollm.toqan.ai). Known public contact for privacy/data requests is [email protected]. Documentation and blog pages reviewed include product overview, user guides, use-case pages, SOC2/ISO announcement, privacy policy, cookie notice, and ProLLM benchmarks. Missing public information that requires sales/security follow-up includes exact pricing and plan tiers, deployment and data residency options, full connector lists and auth methods, SLA/support details, audit/attestation reports and penetration testing reports, DPA details, retention/deletion controls and customer-managed key support, and demo/POC specifics.