Customers arrive from every channel
WhatsApp, web chat, email, social, and commerce signals land in one operating view.
Solutions
Customer operations patterns for support, sales, and AI teams.
Use Tolk where messages, customer context, automation, and human ownership need to work together.
Different teams use different channels, but the operating problem is the same: understand the customer, prepare the work, and keep ownership clear.
AI prepares the next best move
Intent, urgency, prior context, and suggested replies are assembled before an agent opens the thread.
Humans keep the relationship
Automation handles the routine work while ownership, judgment, and escalation stay visible.
Operating layer
Built around the work that happens after the message arrives.
Customer support that starts with context.
Give agents the customer history, channel signal, AI summary, and suggested reply before the queue becomes noise.
Sales qualification without losing the conversation.
Capture buying signals from chat, email, social, and commerce moments, then route qualified conversations to the right owner.
AI agents that know when to hand off.
Automate common support and sales moments while keeping confidence, review, and human escalation in the workflow.
Commerce support with the order context beside the message.
Help teams respond to order, delivery, return, and product questions without hunting through separate tools.
Next step