Multi-Tenant AI Agent Platform

Turn WhatsApp Conversations Into Structured Business Action

Shallot Bots monitors, classifies, and executes workflows for construction sites, manufacturing plants, workshop feedback, and enterprise IT firms — with schema isolation and 0-downtime prompt engineering.

Construction Client Demo Feedback Client Demo

Schema-per-Tenant Isolation

Every organization gets an isolated PostgreSQL schema and dedicated subdomain (`.shallot.arkarn.fun`), guaranteeing complete data security and regulatory compliance.

0-Downtime Live Prompt Engine

Modify system prompts and LLM models on-the-fly via the Admin Studio. Updates take effect on the next WhatsApp message instantly with zero server restarts.

Multi-Group WhatsApp Ingestion

Connect multiple WhatsApp groups per tenant. Automatically parses images, voice notes, and text into structured tickets, Google Sheets, and email observer alerts.

Active Tenant Dashboards

Construction Site SG

Multimodal defect verification, WSH safety compliance monitoring, and subcontractor tracking dashboard.

Workshop Feedback

Stage-by-stage participant sentiment analysis, word cloud keyword extraction, and live event insights.