Solution

AI agents that know when to hand off.

Automate common support and sales moments while keeping confidence, review, and human escalation in the workflow.

The goal is not an AI that talks forever. The goal is an AI that resolves what it can and clearly hands off what it should not own.

01

Customers arrive from every channel

WhatsApp, web chat, email, social, and commerce signals land in one operating view.

02

AI prepares the next best move

Intent, urgency, prior context, and suggested replies are assembled before an agent opens the thread.

03

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.

Routine resolution

Answer common questions and prepare next steps using approved customer context.

Confidence gates

Escalate when the answer depends on judgment, account nuance, or sensitive action.

Review loops

Use human feedback to keep automation aligned with customer expectations.

Next step

Bring one real conversation flow. We will map how Tolk should handle it.

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