AI-powered search and semantic retrieval
Capability
AI & Automation
We integrate AI into existing product workflows — intelligent search, auto-classification, LLM-powered content generation, and smart routing — reducing manual effort and improving the speed and quality of decisions. All implementations are production-ready: prompt-engineered, load-tested, and built with fallback logic for reliability.
What we deliver
01 02 LLM-assisted content creation and moderation
03 Automated classification and tagging
04 Smart routing and queue prioritisation
05 Feedback loops and model improvement pipelines
Shipped features
6 features tagged with AI & Automation.

Jungji · Jungji Bot
AI wellbeing guidance
View feature →

Jungji · Jungji Bot
Personalized recommendations
View feature →

Insta Video · Insta Video
Automatic framing adjustments
View feature →

Wuhan Zan · WeChat Mini-App
Adaptive recommendation feed
View feature →
Dodo Brands · Superset
Find dashboards with AI
Natural-language dashboard search with relevance scoring, typo tolerance, and domain-aware filtering for large BI libraries.
View feature →

Dodo Brands · Superset
Organize dashboards with folders
Nested folders, drag-and-drop organization, and AI-generated descriptions for high-volume dashboard catalogs.
View feature →

Explore further
Browse related services, shipped work, and ways to start a project.