Surface area
Support.
Tier-one queries handled over WhatsApp, email, voice, and web with full product and policy context.
Sales.
Inbound leads triaged, requirements gathered, and routed to the right person warm.
Vendors.
Follow-ups, confirmations, and status requests run across supplier channels without a human chasing.
Onboarding.
New hires walked through processes with the institutional knowledge surfaced on demand.
In practice
The MAS Aqua design: a farmer calls and speaks Telugu. The agent checks live capacity, books the order, and confirms on WhatsApp. Built for concurrent call volume no human desk could match, for customers who will never open a browser. The ops team stops managing every call and starts managing exceptions only.
Stack neutral.
Workers run on WhatsApp Business, Twilio voice, email, and web chat. No new comms infrastructure. The integration that matters is underneath: booking systems, inventory, CRMs, and pricing tables made agent-traversable, so a worker reads and writes real state instead of guessing.

