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AI Platforms & Conversational Systemsactive

Aalee Assist

Aalee AI's flagship product: an omnichannel AI support platform with human escalation across seven channels

Lead engineer on Aalee Assist, Aalee AI
2025
Problem

Support split across seven inboxes, and a bot that cannot hand over

Customer conversations arrive on WhatsApp, Telegram, Slack, email, Mattermost, Instagram and Facebook, each with its own inbox and its own history. Bolt-on chatbots answer what they recognise and dead-end the rest, so the handover to a person arrives late, without context, and lands on whoever is free rather than whoever can actually help.

  • Conversations fragmented across seven channels with no shared inbox or history
  • Assistants that cannot tell when they are out of depth, so they escalate late or not at all
  • Handovers that drop context and make the customer repeat themselves
  • Teams locked to a single model provider, with no way to bring their own keys or switch models
Architecture

Aalee Assist: one assistant, seven channels, and escalation decided by intent

Aalee AI's flagship product, pairing an AI assistant with a human team behind one shared dashboard and inbox. I lead Aalee Assist and built most of it, including the LLM, tool-calling and provider-routing layer, the embeddable web widget and the agent dashboard.

Seven-channel shared inbox

WhatsApp, Telegram, Slack, email, Mattermost, Instagram and Facebook in one thread view

Intent-based tool calling

The assistant decides when to answer, when to hand over, and which agent should take the conversation

Bring your own key

15+ LLM providers and many models, so a team uses its own accounts and switches without a migration

Embeddable web widget

Drop-in widget for any site, with desktop builds through Tauri and a progressive web app

Agent dashboard and inboxes

Assignment, history and full context carried through every escalation

Multi-tenant access control

Single sign-on and dynamic domain resolution keeping each workspace separate

Stack
PythonFastAPIReactTypeScriptVertex AIGoogle CloudRedisWebSocketsTauri
Impact

Aalee AI's top product. It gives a support team one place to work instead of seven, and an assistant that knows when to stop and fetch a person.

AHAbdul Hajees

AI/ML Engineer at Aalee AI.

Tiruchirappalli, Tamil Nadu, India
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