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Edith

The personal AI that messages you first.

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November 13, 2025

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Edith

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The personal AI that messages you first.

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Overview Discussion

Overview

Edith is an innovative AI tool designed with a blend of personalization and proactive interaction. Remaining at the forefront of AI technology, Edith's key functionality revolves around being a personal AI assistant that initiates communication, breaking the traditional model of user-commanded interaction.

The tool aims to enhance the AI-user experience by reaching out to the user with relevant information, reminders or suggestions, all based on the user's specific needs, preferences and schedule, thereby streamlining the processes of task management, decision making, and time management.

Edith operates by learning and adapting to a user's habits, preferences, and needs over time, thus creating a unique and personalised virtual assistant experience.

The AI has the potential to be used across a range of sectors, with applications from professional scheduling to personal life management. However, while being proactive, Edith also ensures privacy and security, ensuring a balance between convenience and user comfort.

Ediths main distinguishing feature is in rewriting the norms of AI interaction, with the AI reaching out first.

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November 13, 2025

Quillow

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Initial release of Edith.

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Quillow

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Quillow is building personal AI agents that are truly proactive.

www.quillow.me

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Hi there 👋 Flo here — this month brings three game-changing updates: iMessage support, a brand-new voice agent, and 800+ new integrations. Everything below is released today. Let's roll. --- iMessage Notis is now available on iMessage. You can use Notis directly from your iPhone's Messages app, bringing the same powerful AI assistant experience you know from WhatsApp and Telegram to Apple's native messaging platform. The strength of iMessage: * Supports emoji reaction like in Telegram * 10k characters limit * Unlimited duration for voice message --- 800 integrations Notis now supports over 800 integrations, dramatically expanding what you can automate and connect. From your favorite productivity tools to niche industry-specific platforms, Notis can now work with virtually any service you use. Concretely, Flo? * Connect Notis to hundreds of new platforms and services. * Automate workflows across your entire productivity stack. Some of my favourite tasks so far: “Move my prospect ‘Rocket Internet’ to closed in Hubspot.” “Add a new task in Todoist to review the OpenAI acquisition offer.” “Check my late tasks on Notion and timebox them for the day in my personal Google Calendar.” [https://x.com/mindtheflo/status/1975306753731424666](https://x.com/mindtheflo/status/1975306753731424666) “Send my wife a calendar invite for Tuesday at 2 p.m. for lunch.” “Set up a new automation that runs daily at 9 am with my agenda for the day on all my calendars, any urgent emails in my Gmail inbox, and my late tasks in Todoist. Oh, and add the weather forecast for the day.” --- New voice agent (PRO+ plan) A brand new Notis voice experience is live on WhatsApp — we call it Advanced Voice Mode. Just press calls. This is light years better than the previous iteration. I used it to work on the next B2B business model for Notis, and it felt so natural to speak with someone with full access to my Notion workspace and the web. This new iteration has access to all your context and can now manage directly pretty much all tasks that you can handle via text with Notis. When it can't, it will get back to you on WhatsApp after your hangup. What can it do Flo? * Search the web, your Notion workspace and shared documents * Set up new reminders, create or run your automations * Continue working after you hang up --- Other small improvements * Better Long Term Memory (PRO+ plan): The new system is 10 times better at knowing who you are, what you're currently working on, and recalling specific details when it needs to. It's also fully integrated with the new advanced voice mode. * Video Generation: Notis can now create and remix videos using SORA 2 PRO. [https://x.com/mindtheflo/status/1976406609132720270](https://x.com/mindtheflo/status/1976406609132720270) You can use an image as input, select the duration and orientation. The remix feature lets you extend a first SORA video with more scenes. * Test automations from the Portal (PRO+ plan): Users can now run automations from the portal for testing, directly by texting Notis or in advanced voice mode. * Report bugs from Notis: You can now report bugs directly from Notis. * File naming improvements: Notis now preserves the original name of uploaded files for better organization. * WhatsApp Automations/Reminders: Automations and reminders outside the 24h window now work perfectly. --- In Other News * Notis is trending #1 on There’s an AI for That again. [https://theresanaiforit.com](https://theresanaiforit.com) The momentum keeps building! 70% of Notis trials convert into paid users. [https://x.com/mindtheflo/status/1977072127497973923](https://x.com/mindtheflo/status/1977072127497973923) * A CEO of a competing startup mentioned they use Notis to benchmark their product built by a team of 12. When solo founders compete with full teams, you know the AI shift is real. [https://x.com/mindtheflo/status/1985779261429407767](https://x.com/mindtheflo/status/1985779261429407767) * WhatsApp is moving to ban AI assistants from the platform to make space for their own product. [https://x.com/mindtheflo/status/1979820280890470431](https://x.com/mindtheflo/status/1979820280890470431) * Daniel, an AI researcher, wrote a great piece about Notis. [https://x.com/mindtheflo/status/1981605921651667375](https://x.com/mindtheflo/status/1981605921651667375) --- That’s it for this month. See you next month! Flo PS: Join our Slack channel for weekly updates and early access to new features. https://join.slack.com/t/mindtheflo/shared_invite/zt-3bk60o4on-MnEfNtUfT_FYq2_w7EXSew

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Pros and Cons

Pros

Personalized user engagement

Proactive message initiation

Advanced algorithms and data processing

Autonomous interaction

Multiple purpose messaging

Adapts to user preferences

Dynamic user experience

Professional scheduling abilities

Effective for personal life management

Habit learning feature

Ensures privacy and security

Enhanced decision making

Effective task management

Time management optimization

Offers user-specific interaction

Can be used across sectors

Balances convenience and comfort

Uses previous interactions for communication

View 13 more pros

Cons

Dependent on user interaction

Potential privacy concerns

No user-commanded interaction

Lack of sector-specific features

Effectiveness varies by user

No manual scheduling

One-way communication

Certain preferences may be overlooked

No control over messaging

Non-traditional interaction could confuse

View 5 more cons

Q&A

What is the main purpose of Edith?

Edith's main purpose is to maintain active user engagement through initiating messages.

How is Edith different from traditional AI software?

Edith is different from traditional AI software because it takes a more proactive role, initiating conversations based on previous interactions, user's preferences or behaviors, rather than waiting for user's commands.

In what ways does Edith utilize its advanced algorithms and data processing capabilities?

Edith utilizes its advanced algorithms and data processing capabilities to independently engage with users. This is achieved through analyzing user's behaviours, preferences, and previous interactions. These insights drive Edith's proactive conversation approach.

How does Edith analyze user's preferences or behaviors?

Edith analyzes user's preferences or behaviors through advanced algorithms and data processing, which enables it to understand user's needs and provide a personalized experience. This includes understanding user's interaction patterns, responses, and preferences.

Can you explain more about the personalized and dynamic user experience provided by Edith?

The personalized and dynamic user experience provided by Edith is characterized by proactive messaging tailored to user's preferences and behaviors. These can cover a wide range of purposes and are based on user's interactions, making the experience interactive and highly personalized.

What is the purpose of Edith's messaging feature?

The purpose of Edith's messaging feature is to engage users dynamically and proactively. It serves multiple purposes varying from simple reminders to comprehensive daily overviews, depending on the needs of the user.

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How does the content of the messages from Edith vary?

The content of messages from Edith can vary widely, based on user's needs, preferences, and behaviors. This could range from simple reminders to comprehensive daily overviews.

Can you give examples of a simple reminder and comprehensive daily overview sent by Edith?

Without more specific details from their website, I can infer that a simple reminder sent by Edith might be a nudge for a task. A comprehensive daily overview could include a summary of the day's schedule, tasks, and important reminders.

Is it possible for the methods used by Edith to change over time?

Yes, the methods used by Edith can change over time as it's mentioned on their website that the specifics of its methods may be subject to change. This suggests adaptability and capability of improving over time.

How does user interaction influence the efficiency of Edith?

User interaction greatly influences the efficiency of Edith. The quality and frequency of input and interactions contribute to how effectively Edith can perform, understand the user's preferences and provide a personalized and dynamic user experience.

How does Edith initiate conversations with users?

Edith initiates conversations with users proactively rather than waiting for a command. It does this by using the data it has analyzed from previous interactions, preferences and user behaviour.

Can you explain more about the autonomous interaction aspect of Edith?

The autonomous interaction aspect of Edith refers to its capability to initiate conversations and engage with users independently, without the need for user commands.

In what ways can Edith maintain active user engagement?

Edith maintains active user engagement primarily through proactive messaging, i.e., the AI initiates conversations based on the user's behaviours, preferences, and previous engagements, providing a personalized experience.

What characteristics make Edith a proactive AI?

Edith is a proactive AI because it doesn't wait for user commands to start a conversation. It uses its capacity to understand user behaviors, preferences and past interactions to initiate engaging and personalized messages.

Why does Edith need to analyze user behavior?

Edith needs to analyze user behavior to proactively engage in messaging. By analyzing user behavior, Edith understands their preferences and creates a personalized and dynamic user engagement.

How is the user experience with Edith dynamic?

The user experience with Edith is dynamic because the AI constantly adapts to user's preferences and behaviours. The AI also provides various forms of engagement such as reminders and comprehensive daily overviews based on the user's needs.

What kinds of inputs does Edith rely on to perform optimally?

Edith relies on user interactions to perform optimally. This input includes user behaviour, preferences and past interactions.

What factors determine the effectiveness of Edith?

The effectiveness of Edith is determined by the quality and frequency of user input and interactions, the adaptability of its methods, and the ability to accurately analyse user behaviour and preferences.

Does Edith adjust its methods based on user-specific behavior?

Yes, Edith adjusts its methods based on user-specific behavior. It's part of the input-dependent efficiency where Edith adapts its conversation initiation based on analyzing user's behaviour and preferences.

What role does personalization play in Edith's operations and effectiveness?

Personalization plays a crucial role in Edith's operations and effectiveness. It helps Edith understand the user, leading to highly tailored and relevant interactions, thereby maintaining active user engagement and making the AI more efficient.

What is Edith?

Edith is a personalized artificial intelligence tool that proactively messages users. Its main function is to enhance user engagement by starting conversations based on analyzed behaviors, past interactions, and user preferences. Its messaging function has multiple applications, ranging from reminders to comprehensive overviews, depending on the user’s requirements.

Can you explain what Edith means by 'AI that messages you first'?

'AI that messages you first' implies that instead of waiting for a user initiation, Edith proactively starts conversations. It does this by analysing data from previous interactions, user's preferences and behaviors to provide a personalized and dynamic user experience.

Which sectors can use Edith?

Edith has potential applications across a variety of sectors. It can be used wherever the tasks of management, decision making, and time management are crucial. Examples may include corporate sectors for professional scheduling, collaborative platforms for task management, or individual users for personal life management.

What's different about Edith compared to traditional AI tools?

Edith differentiates from traditional AI tools by taking a proactive role in messaging. While typical AI waits for user input, Edith initiates conversations based on analysis of prior interactions, preferences, and exhibited behaviors, thereby providing a personalized and autonomous experience.

How does Edith learn from user behavior?

Edith uses advanced algorithms and data processing capabilities to learn and adapt to a user's behaviors. By analyzing past interactions, preferences, and user behaviors, Edith caters its communication and decisions to suit the individual user’s needs.

What services does Edith's messaging feature provide?

The messaging feature of Edith is very versatile. Depending on the user requirements, it can serve as a simple reminder system or provide comprehensive daily overviews.

What does individualized AI-user experience in Edith entail?

Individualized AI-user experience in Edith means that it understands and caters to the unique needs of every user. It operates by learning and adapting to a user's habits, preferences, and needs, thus offering a personalised virtual assistant experience tailored to each user.

How does Edith maintain privacy and security?

Edith ensures privacy and security by design. While it is proactive, it manages and processes data in a manner that does not infringe upon the user's privacy rights and maintains confidentiality of information.

What do we mean by 'rewriting AI interaction norms' with Edith?

'Rewriting AI interaction norms' with Edith refers to how this tool breaks the standard model of user-commanded interaction. Normally, AI tools respond to users' commands, but Edith initiates the conversation, thus transforming the way AI interacts with users.

Can Edith be used for personal life management?

Yes, Edith can be used for personal life management. It provides reminders, task management, and decision making based on user-specific interaction and learned preferences.

How does Edith facilitate task management?

Edith facilitates task management by proactively providing relevant information, reminders or suggestions all based on the user's specific needs, preferences and schedule. This allows users to remain organized and on top of their tasks.

What kind of reminders can Edith provide?

Edith can provide a wide range of reminders depending on the user needs. It could be anything from simple, timely reminders to more comprehensive reminders like daily overviews.

How does Edith support decision making?

Edith supports decision making by analyzing the user's habits, preferences, schedules, and prior behaviors to provide relevant information and suggestions. It helps streamline the decision-making process and make it more efficient.

Does Edith depend on user interaction?

Yes, Edith’s effectiveness and efficiency are highly dependent on user interaction. The more engagement and input from the user, the better Edith is able to learn, adapt and provide a personalized, proactive experience.

How does Edith provide personalized experiences?

Edith creates personalized experiences by analyzing past interactions, habits, preferences, and behaviors of the user. This allows it to offer more tailored suggestions, reminders, and information that are highly relevant to each individual user.

Can Edith be used for professional scheduling?

Yes, Edith can be utilized for professional scheduling. Its proactive messaging and personalized insights based on user preferences and past interactions make it suitable for managing and scheduling professional activities.

How does Edith's proactive interaction work?

Edith's proactive interaction functions by taking the initiative to communicate rather than waiting for user commands. It analyzes user behaviors, previous interactions, and preferences to engage in relevant and timely conversations with the user.

Can Edith's methods be changed?

The specifics of Edith's methods could be subject to change. However, its primary function of providing a more personalized and dynamic user experience through proactive messaging will remain constant.

How does Edith enhance the AI-user experience?

Edith enhances the AI-user experience by being proactive and personalized. Rather than waiting for user commands, it initiates interactions and adapts its communication based on information about user habits, preferences, and behaviors. This creates a more engaging, autonomous, and individualized AI experience for the user.

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