Dimension scores are derived from public data and fields; weighted into the composite. Reference only.
Pragmatica.ai is an AI startup headquartered in Trieste, Italy, with a commercial office in London. It positions itself as an Agentic AI Operating System for service industries. Its core offering consists of the qb-OS platform and the qb-Agentic AI engine, serving sectors such as hospitality, cleaning, multi-service operations, healthcare, retail, manufacturing, and logistics. Products include workforce management, hotel AI assistants, data analytics, and frontline-worker AI Agents.
According to the official website, qb-Agentic is based on a proprietary Graph Neural Network and delivers response times under 800ms, acting as a cross-industry reasoning layer for real-time decision support. The most fully documented product line is qb-smart, which supports AI scheduling, matching staff preferences/skills/availability, GPS-based mobile clock-in, real-time attendance and cost reporting, multi-site management, smart alerts, and REST API integrations with payroll, HR, and ERP systems. On the hospitality side, qb-CleanOps handles room status and cleaning-priority orchestration, while qb-hotel covers employee enablement, guest experience, predictive analytics, and real-time translation in 40+ languages. qb-data provides data collection, ETL, analytics, and governance; Empower ME and qb-adventures are still listed as Coming Soon or Early Access.
Pricing transparency is average. qb-smart uses custom pricing that scales by employee count, and the official website does not publish specific prices. On the plus side, it offers a 14-day free trial with all premium features included and no credit card required; it also provides a free AI readiness Assessment. The website includes an ROI calculator and savings examples, but these are vendor-provided claims, so buyers should validate them with their own data before procurement.
Its strengths are clearly defined vertical use cases, making it especially suitable for multi-site, shift-based, and mobile workforce management. Its European compliance positioning is also relatively strong, with stated support for GDPR, the EU AI Act, European servers, end-to-end encryption, audit trails, CCNL, and the EU Working Time Directive. API and integration information is also comparatively complete. Limitations include the lack of disclosure around underlying large-model providers, model evaluations, accuracy, and hallucination-control mechanisms. Many performance claims, such as 10x ROI, 95% satisfaction, and 50+ customers, lack third-party evidence. Some products are also not yet generally available.
It is better suited to service-oriented businesses in Italy and Europe, including hospitality, cleaning, cooperatives, healthcare, and manufacturing—especially organizations that need scheduling compliance, attendance tracking, and operational analytics. The main site does not state access from China, Chinese-language interface availability, or supported payment methods, so china_access can only be considered unknown. If Chinese companies need similar capabilities, they may want to first evaluate local attendance and scheduling systems, hotel PMS/housekeeping management tools, and WeCom or DingTalk ecosystem products, while treating Pragmatica as an option for European operations or a multinational pilot.
⚠ This review is compiled from public sources and does not constitute a purchase recommendation. Verify all facts on the vendor's official site. Verify on pragmatica.ai official site.
pragmatica.ai is an Unknown AI Apps provider. TG4G tracks its product information, an overall rating of 7.0/10, and a China-accessibility score of Workable. Click "Visit Official Site" to reach pragmatica.ai directly.