Classify Intent
Identify whether a message concerns sales, support, appointments, billing or operations.
Build AI Agents for SMS and WhatsApp
Turn supported incoming messages into structured AI workflows that classify intent, retrieve approved business context, draft responses, update systems and escalate to people. Use n8n, Make.com or your own webhook application as the orchestration layer.
SMS AI AgentWhatsApp AI AgentHuman EscalationSecure Reply API
Understand the request
Classify intent, language, topic and urgency.
Use approved context
Retrieve only the business data needed for the task.
Respond or escalate
Automate narrow cases and involve people when needed.
More than a chatbot
An AI Messaging Agent Can Route, Research, Draft and Act
Start with a specific business outcome. The strongest agents have narrow authority, reliable data sources and a clear path to human ownership.
Retrieve Context
Look up authorized CRM, order, inventory, schedule or knowledge-base information.
Draft Responses
Prepare a concise answer grounded in approved business content.
Take Approved Actions
Create tickets, update CRM records, notify teams or call narrowly scoped tools.
Handle Languages
Detect and respond in supported languages while preserving escalation options.
Recognize Risk
Detect sensitive topics, uncertainty or urgency and stop autonomous handling.
Escalate to People
Send the conversation and available context to the right team member.
Record Outcomes
Log approved decisions, actions and message identifiers for review.
Agent architecture
From Incoming Message to Controlled Business Action
AutoForward Text delivers supported message events. Your orchestration layer validates the payload, adds context, applies policy and chooses whether to draft, act, reply or escalate.
1. Receive and authenticate the event.
2. Normalize the sender, source and conversation identifiers.
3. Apply deterministic safety and routing rules.
4. Retrieve minimum necessary context from approved systems.
5. Generate and validate the proposed action.
6. Reply through a supported channel or hand off to a person.
Human escalation
Define What the Agent Must Never Handle Alone
Escalation should be a designed outcome, not an error condition. Route uncertain, sensitive or high-impact conversations to authorized people with enough context to continue safely.
Escalate by topic
Medical, legal, financial, safety, complaints, cancellations, refunds and identity changes commonly need human control.
Escalate by confidence
Stop when required data is missing, sources conflict or the proposed answer cannot be verified.
Choose an orchestration layer
Build With n8n, Make.com or Your Own Application
AutoForward Text handles supported messaging events and reply paths; your orchestration layer controls models, business systems, policy and agent tools.
n8n
Build visual or code-assisted workflows with webhooks, branching, AI nodes, HTTP requests and self-hosting options.
Explore n8nMake.com
Use custom webhooks, routers, filters, app modules and HTTP actions to create managed automation scenarios.
Explore Make.comCustom Webhook App
Own the complete runtime, data path, models, queues, databases and approval interface in your application.
Explore APIsMessaging use cases
AI Agents for Sales, Support and Operations
Keep each agent focused on a bounded task with measurable outcomes and a safe fallback.
Lead qualification
Ask approved questions, capture intent and create a CRM follow-up without inventing prices or availability.
Customer support
Answer grounded FAQs, collect identifiers and create a ticket when the issue needs an agent.
Appointments
Collect preferred times, check authorized scheduling data and request confirmation before booking.
Order status
Verify customer and order identifiers before returning approved status information.
After-hours triage
Acknowledge receipt, identify urgency and route the conversation to the duty team.
Field operations
Classify delivery, maintenance and dispatch updates and notify the correct workflow.
Multilingual intake
Understand supported languages and transfer the translated context to the appropriate team.
CRM updates
Create contacts, notes, opportunities, deals, tasks or activities through connected systems.
Reply paths
WhatsApp and SMS Require Different Outbound Controls
Receiving an event does not grant permission to send. Validate the intended recipient, message text, channel capability, consent and applicable platform rules before every outbound action.
WhatsApp Reply API
Use the supported message-specific reply endpoint with Bearer authentication and a unique idempotency key.
SMS Sending Channel
Use a supported outbound Android gateway, Twilio or virtual-number configuration with required permissions.
Idempotency and Loops
Prevent duplicate retries and ensure an agent’s own sent message cannot trigger endless responses.
Messaging Windows
Account for provider rules, WhatsApp conversation windows, approved templates and carrier requirements.
AI security
Treat Every Customer Message as Untrusted Input
A sender can attempt prompt injection, request unauthorized data or manipulate tools. Enforce policy in code and workflow controls—not only inside the model prompt.
Separate instructions from messages
Never allow customer text to overwrite system policy, tool permissions or approval rules.
Restrict tools and data
Use allowlists, scoped credentials, parameter validation and minimum necessary access.
Protect personal information
Redact unnecessary data, control retention and choose approved model providers.
Log and evaluate safely
Record useful decision metadata, monitor failures and test attacks without exposing secrets.
Set cost and action limits
Cap model use, tool calls, refunds, messages and other consequential actions.
Require identity checks
Do not reveal account, order or appointment data from a phone number alone when stronger verification is needed.
Plan for model failure
Use timeouts, retries, deterministic fallbacks and clear human handoff.
Disclose automation appropriately
Tell customers when they are interacting with automation where policy or law requires it.
Launch safely
Move From Drafting to Automation in Stages
Earn autonomy with evidence. Begin by observing and drafting, measure performance, then automate only the narrow actions that consistently meet policy.
1
Observe
Receive events, classify them and compare the result with human decisions.
2
Draft
Generate suggested replies for an authorized person to review and send.
3
Approve
Require explicit approval while allowing the system to prepare tools and context.
4
Automate Narrowly
Auto-send only tested low-risk cases with limits, monitoring and instant escalation.
AI Agents FAQ
SMS and WhatsApp AI Agent Questions
Your organization remains responsible for model selection, data access, agent behavior and every action the automation performs.
Explore Webhooks & APIsCan I connect SMS and WhatsApp messages to an AI agent?+
Yes. AutoForward Text can send supported incoming SMS and WhatsApp events to n8n, Make.com or your webhook application, where an AI agent can classify, retrieve context, draft a response or trigger approved actions.
Can an AI agent automatically reply to WhatsApp?+
Supported WhatsApp payloads can include a message-specific reply endpoint. An authorized workflow can call that endpoint with an AutoForward Text API key and unique idempotency key, subject to channel and Meta messaging requirements.
Can an AI agent reply by SMS?+
SMS replies require a supported outbound-capable channel such as a correctly configured Android SMS gateway, Twilio or virtual number. Receiving an incoming SMS webhook alone does not authorize sending.
Should every AI-generated reply be sent automatically?+
No. Low-risk, narrow and well-tested responses may be suitable for automation, but sensitive, ambiguous or high-impact messages should be escalated for human review.
How can an agent use CRM, order or appointment data?+
Your automation layer can retrieve authorized business data before generating a response. Apply least-privilege access, validate identifiers and prevent customer messages from overriding system instructions or tool permissions.
How do I prevent duplicate AI replies?+
Use a unique idempotency key for each intended outbound response and keep the same key when retrying that logical action. Also mark outbound events and prevent them from re-entering the same automation loop.
Can AI agents handle images, voice notes or documents?+
Capabilities depend on the connected channel, payload, model and workflow. Do not assume every media type is available; validate the actual event fields and provide a safe fallback when content cannot be processed.
What data should be sent to an AI model?+
Send only the minimum information needed for the task. Remove unnecessary personal or sensitive data, choose approved providers, control retention and document when customers interact with automated systems where required.
Build a controlled messaging agent
Connect SMS and WhatsApp to AI—With Human Judgment Built In.
Start with supported message events, narrow tools, approved data and explicit escalation rules before allowing automated replies.