AI-powered loyalty and quality intelligence platform for the coffee and food industry — analyzing visual data, IoT insights and performance metrics to enhance guest experience and operational performance.
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Specialty.AI unifies beverage science, food presentation analytics and operational intelligence. It provides standardized quality monitoring, loyalty automation, performance benchmarking and AI-driven reporting for operators across the coffee and food ecosystem.
Loyalty Modules are designed for cafés, restaurants and hospitality brands that want to transform everyday coffee and food moments into measurable quality signals and guest engagement. By combining AI-based visual analysis with social media interactions, these modules connect real-world service quality with digital visibility and structured data collection.
Customer engagement → Social media amplification → Consistent visual data across outlets
AI module that analyzes crema quality, color balance and visual extraction defects to generate an objective in-cup quality analysis.
AI-powered vision analyzing coffee service, crema and foam
AI module that evaluates food presentation, portion accuracy and visual preparation consistency to support standardized dish quality.
AI-powered vision analyzing food presentation and portion structure
Coffee Data Modules help industrial coffee operators move closer to specialty-grade coffee quality
by detecting deviations, reporting performance issues and supporting continuous improvements across
extraction, hygiene, workflow, barista performance and operational management.
The modules aggregate and analyze data collected from multiple device agnostic IoT sources, including
Coffee Cloud IoT
systems and coffee machines equipped with integrated IoT and telemetry modules,
enabling consistent, location-independent performance monitoring and data-driven decision making.
Tool that detects and tracks bad coffees extraction instances to support consistent beverage quality.
Monitors machine cleaning routines, detects hygiene deviations and reports them to support consistent maintenance standards.
Detects missing cleaning actions, reports hygiene non-compliance and supports consistent maintenance standards.
Checks preinfusion and flush execution, reports deviations and reinforces consistent extraction workflow.
Analyzes revenue performance, reports deviations and supports improved financial outcomes.
Identifies mismatches between production and sales, reports unrecorded beverages and supports loss-prevention workflows.
Evaluates and classifies barista skills, reports performance deviations and supports consistent skill development.
Evaluates managerial performance across key operational indicators, reports deviations and supports consistent leadership standards.
By merging IoT data, extraction analytics and social-media-driven loyalty, Specialty.AI helps operators reduce quality deviations, understand financial impact, and build deeper guest relationships through data-backed experiences.
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