Connect Whatsapp to Ai ml api

When something happens in Whatsapp, Notis takes the next step in Ai ml api. Describe what you want in plain English, or start from one of the examples below.

When this happens · Trigger

Do this · Action

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Examples

Ways Notis can move work from Whatsapp to Ai ml api

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Draft a reply to a new WhatsApp message

Turn each new WhatsApp message into a concise reply draft that reflects the sender's request and the conversation context provided.

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Check incoming WhatsApp content for unsafe material

Run a moderation check on user-generated text or images received in WhatsApp and surface the result for review.

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Summarize a WhatsApp request into a brief

Condense a new customer message into the request, key details, and any unanswered questions for a quick handoff or review.

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Triage new WhatsApp messages by urgency

Ask the AI to assess a new message for stated urgency, explain the clues, and flag where the message lacks enough information.

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Interpret a WhatsApp button or list reply

Turn a customer's quick-reply or list selection into a plain-language interpretation and note what the choice means only if context is available.

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Explain WhatsApp message status changes

Summarize a message status update in plain language and identify what the status does and does not establish.

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Summarize WhatsApp template review updates

Explain a message template's reported review status in plain language and list a practical next check without inventing review feedback.

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Turn a WhatsApp webhook payload into a conversation brief

Use a WhatsApp-related HTTP webhook payload supplied to Notis to create a compact brief, while calling out fields or history that were not included.

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Create a scheduled WhatsApp inbox review prompt

On a recurring schedule, generate a short review prompt from WhatsApp conversation content you provide, including unanswered items and context gaps.

Supported Triggers and Actions

Notis builds workflows that link Whatsapp to Ai ml api. A trigger fires from one place; an action lands in another.

Whatsapp triggers

Ai ml api actions

Recurring trigger

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

TriggerScheduled

Moderation Completion

Tool to classify input text or image for safety using a moderation model. use after receiving user-generated content to filter out unsafe material.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

Text Chat Completion

Tool to generate text completions or chat responses using a specified llm model. use after assembling the conversation history to produce the next response.

ActionInstant

Message Status Updated

Triggers when a WhatsApp message status changes. IMPORTANT LIMITATION: WhatsApp Cloud API does not provide a native polling endpoint for message status. Status updates are ONLY delivered via webhooks in real-time. This trigger cannot directly poll the WhatsApp API for status updates. This trigger will return empty results as WhatsApp does not support this operation. To track message status updates, you must: 1. Set up a webhook endpoint to receive status notifications from WhatsApp 2. Store the webhook data in your own database 3. Use a different mechanism to query your stored webhook data For more information, see: - https://developers.facebook.com/docs/whatsapp/cloud-api/webhooks

TriggerPolling

New Message Received

Triggered in real time when your WhatsApp Business number receives an inbound message from a customer (text, media, location, or contact). Delivered via the Cloud API webhook.

TriggerInstant

Interactive Reply Received

Triggered when a customer taps a quick-reply button or selects an option from an interactive list message you sent.

TriggerInstant

Message Template Status Update

Triggered when the review status of a WhatsApp message template changes — for example approved, rejected, or flagged — on your WhatsApp Business Account.

TriggerInstant

Trigger Types

Four ways to start an automation.

A trigger is the event that kicks a workflow off. Notis supports four kinds: an event in a connected app, an inbound webhook, a recurring schedule, and soon, your own database.

Integration triggers

Fire when something happens inside a connected app. New Notion page, Stripe charge, Linear issue: any of 1,000+ apps can start a workflow.

New Notion pageStripe chargeCalendar event

Webhook triggers

A unique URL per workflow. Anything that can send an HTTP POST can start an automation, including no-code tools that speak webhooks.

Any HTTP POSTCustom backendIoT event

Works with

ZapierPipedream

Most used

Recurring triggers

Cron-style schedules run a workflow on the clock. Daily standups, hourly syncs, business-hours-only digests: the workhorse of Notis.

Daily · 8:00HourlyWeekdays only

Coming soon

Database triggers

Watch a row, query, or threshold in your own database and fire the moment the data changes. Row inserted, value crosses a limit, query starts matching.

Row insertedValue > limitQuery match

Why AI automation

Classic automation breaks. AI adapts.

Same triggers and actions, smarter middle. AI handles the fuzziness that breaks traditional Zapier-style workflows the moment a field gets renamed.

Classic automationAI automation

Cost

$ · pay per run

$$ · AI models per run

Reliability

Breaks on schema change

Adapts to format changes

Setup

Click 8 dropdowns

Describe it in English

Handles fuzzy

Hard-coded fields only

Reads intent, summarises

Human in loop

Bolted on

Built in · approval inbox

Maintenance

You own every break

Self-heals · we own it

Ease of use

Describe it. Notis builds it.

Skip the visual builder. Tell Notis what you want, in plain English. It writes the workflow, you review and deploy.

You · in the Notis Builder

NEW

“When a row gets added to the Q4 OKRs Notion database and the status is Blocked, send a Telegram message to the owner with a summary of what's blocking, and ping me if there's no reply within 24 hours.”

Notis built this automation:

TriggerRow added to "Q4 OKRs"

Condition✦Status = "Blocked"

AI step✦Summarise the blocker in plain English

ActionDM the row owner with summary

Timeout✦No reply in 24h → ping you

Observability

Watch every run.

Notis Desktop is Mission Control for your AI automations. See every run, replay, edit, or rewind. Set approval gates so Notis pauses before destructive actions.