Lang.ai is a Snowflake-native AI platform that converts unstructured customer interaction data into prioritized, actionable business insights. The platform deploys AI agents configured around specific business goals such as retention, conversion, NPS analysis, contact reason tracking, and cross-selling. Each agent syncs with Snowflake tables in minutes, generates a ranked table of insights based on impact to the defined goal, and continuously analyzes new incoming data to help teams reach their targets.
The platform is designed for enterprise-scale data volumes, processing information without hitting LLM context window limits, all within Snowflake's security perimeter. Lang.ai connects unstructured qualitative signals from customer interactions with structured metrics like purchase behavior, churn rates, and conversion figures, surfacing correlations that drive revenue outcomes.
Insights generated by Lang.ai can be delivered directly to team communication tools such as Slack, keeping cross-functional teams aligned on customer-driven priorities in real time. The interface allows users to adapt their view as business priorities shift, ensuring the most relevant signals remain visible. The platform is available via the Snowflake Marketplace and targets product, operations, and customer experience teams in fintech and healthtech verticals, among others.
- Analyzing unstructured customer feedback to identify top churn drivers by user segment
- Tracking NPS detractor and promoter themes to prioritize product improvements
- Correlating customer support contact reasons with product usage and revenue impact
- Identifying cross-selling opportunities from patterns in customer interaction data
- Monitoring conversion blockers by connecting qualitative signals with signup funnel metrics
- Detecting emerging retention risks from new data as it arrives in Snowflake
- Delivering prioritized customer insight summaries to operations teams via Slack
- Analyzing survey and ticket data together with sales and product event tables
- Surfacing customization and feature gaps mentioned by churned premium users
- Supporting weekly operations reviews with automatically updated insight rankings

