Find a small first test for a new idea
Get a lightweight experiment proposal that names the assumption and what would count as a useful signal.
Trigger
New Message Received
Triggered when your bot receives a new message in a private chat, group, or supergroup. To receive every message in a group, Privacy Mode must be disabled for the bot in BotFather.
Action
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.
Why this helps
An idea can feel like a large commitment when the smallest way to learn about it is unclear.
- Convert a broad idea into a small learning step.
- Make the key assumption visible.
- Define a signal to look for before investing more effort.
Setup
Build it in a few focused steps.
- 1Connect Telegram and Ai ml api once through the portal.
- 2Create an automation in the portal or tell Notis what you want in plain language.
- 3Give one instruction asking Ai ml api to suggest one low-effort experiment, its key assumption, and a measurable signal from each idea message.
- 4Choose Telegram's New Message Received trigger and select a channel for run reports.
- 5Test with one real idea and review that the proposed experiment is practical and proportionate.
Questions about this workflow
Does the workflow validate whether an idea will succeed?
It generates a proposed experiment to help you learn. The output is not evidence that the idea will succeed.
Can I constrain the effort required?
Include your preferred time or resource limit in the instruction so the experiment suggestion respects it.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Telegram to Ai ml api. A trigger fires from one place; an action lands in another.
Telegram triggers
Ai ml api actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
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.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
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.
New Message Received
Triggered when your bot receives a new message in a private chat, group, or supergroup. To receive every message in a group, Privacy Mode must be disabled for the bot in BotFather.
New Channel Post
Triggered when a new post is published to a channel where your bot is an administrator.
Callback Query Received
Triggered when a user taps an inline keyboard button attached to one of your bot's messages.
Message Edited
Triggered when a message in a chat your bot can see is edited by its sender.
New Chat Member
Triggered when a new member joins a group or supergroup the bot belongs to, including when the bot itself is added.
Connect any two apps with Notis in the middle.
Telegram and Ai ml api, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
Save your first hour today.
7-day trial of any paid plan, with 20$ of usage included.
No card. Works with personal or business Ai ml api.