Selected AI case studies
Browse production intelligence systems across loyalty, enterprise GenAI, geospatial AI, hospitality automation, and education workflows.
Buzzebees Brand Health Intelligence
Production ML pipeline patterns for turning loyalty, campaign, reward, and customer engagement signals into brand health summaries and marketing actions.
- Frames brand health as actionable business signals instead of disconnected campaign reports.
- Connects feature engineering, weak labels, model outputs, and summaries into repeatable decision workflows.
- Supports marketing teams with customer segments, churn/retention indicators, and reward optimization context.
Goatie — AI Accounting Assistant for Thai SMEs
A LINE-first accounting assistant that helps small business owners issue documents, scan receipts, organize expense records, and understand income and expenses from the tools they already use every day.
- Turns LINE into a lightweight accounting workspace for Thai SME workflows.
- Helps owners issue documents, scan receipts, organize expense evidence, and understand business summaries faster.
- Combines accountant-led business insight with AI product engineering and mobile-first execution.
AI4ALL @ Thaicom
Secure enterprise GenAI foundation integrating chat interfaces, identity, retrieval, governance, and model access patterns.
- Created a governed entry point for enterprise GenAI experimentation.
- Connected identity, knowledge retrieval, model access, and prompt operations into one platform pattern.
- Helped teams evaluate LLM workflows with clearer security and operational boundaries.
Carbon Watch
Satellite, drone, and ground-truth data pipelines for carbon readiness, forest health analysis, and environmental reporting.
- Unified geospatial data sources into a more inspectable analytics workflow.
- Supported carbon readiness and forest health analysis with repeatable data processing patterns.
- Connected spatial data engineering with ML inference and executive reporting needs.
EasyStay Asia
Booking, payment, availability, messaging, and operations automation for a hospitality product.
- Turned booking and operations workflows into a connected digital product.
- Reduced manual coordination through payment, messaging, and reporting automations.
- Created a platform foundation that can evolve with hospitality business needs.
Pasa Education
Course management, learner progress, content delivery, billing, and lifecycle messaging for an education platform.
- Created a structured course and learner management workflow.
- Automated lifecycle communication across common student touchpoints.
- Gave operators clearer visibility into course engagement and student progress.