---
title: Conversational SMS and AI — RGM Training
url: https://realgrowthmatters.com/training/sms-marketing/conversational-sms-and-ai/
updated: 2026-06-10
source_html: https://realgrowthmatters.com/training/sms-marketing/conversational-sms-and-ai/
---

[Home](../../../index.html) › [Training](../../index.html) › [SMS Marketing](../index.html) › Conversational SMS and AI

RGM° · Training

# Conversational SMS and AI

Emerging discipline. Use cases, platforms, design, HITL, compliance, measurement.

### What you will learn

1. [Why conversational SMS is emerging](#why)
2. [Use cases](#use-cases)
3. [Platforms](#platforms)
4. [Design considerations](#design)
5. [Human-in-the-loop](#hitl)
6. [Compliance](#compliance)
7. [Measurement](#measurement)
8. [Advanced](#advanced)
9. [Mistakes](#mistakes)
10. [Checklist](#checklist)

## Why conversational SMS

Conversational SMS uses AI agents to handle inbound replies, complete purchases, answer questions, and recover carts. Higher conversion and customer satisfaction than one-way broadcasts. Emerging discipline; mature programs piloting now.

## Use cases

- Cart abandonment with conversational recovery.
- Product Q&A via SMS.
- Order status inquiries.
- Customer support routing.
- Survey completion.
- Personalized recommendations.
- Reservation / appointment booking.

## Platforms

- Attentive AI conversational features.
- Postscript AI.
- Klaviyo conversational features (emerging).
- Custom-built on OpenAI / Anthropic + Twilio.
- Specialized: Voxie, Yotpo SMSBump conversational.

## Design

- Use case scoped (not general chatbot).
- Fallback to human clear.
- Response time SLA (immediate ideal).
- Tone matching brand voice.
- Limitations communicated.
- Multi-turn conversation context.

## HITL

- Escalation thresholds documented.
- Human review queue for edge cases.
- Live agent handoff capability.
- Approval for high-value transactions.
- Audit trail.

## Compliance

- TCPA still applies.
- Disclosure of AI where required.
- Sensitive data handling.
- Records retention.
- Privacy compliance.
- Transactional vs marketing classification.

## Measurement

- Conversation completion rate.
- Resolution without human escalation.
- Revenue from conversational SMS.
- Customer satisfaction.
- Time-to-resolution.
- Cost per conversation.

## Advanced

- Use case piloting before scaling.
- Brand voice training.
- HITL escalation gates.
- Live agent handoff capability.
- Compliance review of AI handling.
- Customer satisfaction tracking.
- Annual conversational SMS strategy.
- Cross-channel coordination.
- Cost monitoring.
- Stakeholder education.

## Mistakes

- General chatbot deployed; not use-case scoped.
- Fallback to human unclear.
- Brand voice not calibrated.
- HITL gates absent.
- Live agent handoff broken.
- Compliance review skipped.
- Customer satisfaction not measured.
- Cost monitoring absent.
- Annual strategy review skipped.
- Stakeholder education missing.

## Checklist

- Use case scoped
- Brand voice calibrated
- HITL escalation gates
- Live agent handoff
- Compliance review of AI handling
- Customer satisfaction tracking
- Cost monitoring
- Cross-channel coordination
- Annual strategy review
- Stakeholder education

## Sources and further reading

- Attentive AI documentation
- Postscript AI features
- Yotpo SMSBump conversational
- Voxie conversational SMS
- Twilio Conversations API
- RGM AI Agents for Marketing series
- RGM AI Marketing Tools series
- Anthropic conversational AI
- OpenAI Assistants API
- Marketing Brew conversational SMS coverage
- MMA conversational SMS guidelines
- Klaviyo conversational features

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Part of the [SMS Marketing](../index.html) series.