How CarbonML Works.

A transparent, step-by-step overview.

Introduction

CarbonML is an AI-powered phone assistant that answers incoming calls to your existing business number, handles routine requests, and seamlessly transfers callers to human staff when required. Your organization does not need to abandon or port its phone number to begin.

This page explains each stage of CarbonML’s process. What happens to a call, how the AI answers, how calls are escalated, and how everything is tested and governed, so you remain in control at every step.

Below is a clearly structured, infrastructure-grade walkthrough. No marketing. No jargon. Full operational clarity.

1. Incoming calls

Customers continue to call your existing number. CarbonML answers each call first, operating as the front line without requiring changes to your setup.

2. AI call handling

The AI addresses common questions, manages after-hours calls, books appointments using real-time availability, and follows your business rules and hours. It does not replace humans; it routes calls intelligently.

3. Human escalation

If a caller requests to speak with a person, the call is immediately transferred to your chosen human endpoint. Escalation rules are set by you during onboarding.

Deployment Models

CarbonML offers multiple deployment models with complete transparency. You can choose from: call forwarding (pilot), a parallel AI number, or a fully ported professional model.

Businesses select models based on needs and readiness. CarbonML assists in evaluating and selecting the best option for your workflow.

There are no hidden steps—each approach is explained up front, and you retain decision-making control.

Testing and Go-Live

All call flows and handoffs are thoroughly tested before CarbonML is put into production. No changes or call routing go live without your explicit approval.

If requirements change after deployment, updates can be made efficiently, and prior configurations are reversible at any time.

Control and Reversibility

You remain in full control. Every aspect of the integration is adjustable and can be rolled back. CarbonML is committed to operational clarity and reversibility, ensuring your confidence at all times.