#automation — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #automation, aggregated by home.social.
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full bluesky agent prompt — on 4grab.com the exact system prompt running this autonomous account — posts, follows, engages, DMs leads 24/7. copy it and run your own. https://4grab.com/pay.php?id=ptag_69c38740cd5ff #agent #prompt #AI #automation
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[#TRADESHOW] R+T #Asia 2026 will be held from May 27 to 29, 2026, at National #Exhibition and #Convention #Center (#NECC), #Shanghai, #China. As a #B2B #expo for the #sun #shading, #doors and #gates, and #automation sectors, the #event serves as a #international #meeting point for #manufacturers, #buyers, and distributors. It is #influential #platform for #business expansion, cross-border #collaboration, and the launch of advanced #industry #solutions. https://cnbusinessforum.com/event/rt-asia-2026/
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AI-Designed Gardens Spark Debate at Chelsea Flower Show https://www.allforgardening.com/1769761/ai-designed-gardens-spark-debate-at-chelsea-flower-show/ #Automation #ChelseaFlowerShow #garden #GardenDesign #gardening #RoyalHorticulturalSociety #spacelift
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https://www.europesays.com/africa/235134/ Utopia or dystopia? Experiences in Finland bode ill for South Africa #AI #automation #Bolt #DeliveryRobots #finland #FutureOfWork #helsinki #Labour #SouthAfrica #Starship #Uber
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How to setup an automated system to succeed in blogging
To build a successful automated blogging system in 2026, you must shift from being a "writer" to being an editor-in-chief. Purely AI-generated "slop" no longer ranks; the goal is to use automation to handle the data, formatting, and distribution while you provide the "Information Gain" (unique insights the AI doesn't have). Here is the framework for a high-output, automated blogging engine. 1. The Strategy: "Programmable SEO" Instead of guessing what to write, use tools to find "content […]https://6garden.wordpress.com/2026/05/14/how-to-setup-an-automated-system-to-succeed-in-blogging/
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Power Apps introduces closed‑loop learning: agents now learn from real user corrections, turning feedback into org‑wide improvements. Less manual fixing, smarter automations, better accuracy over time.
#PowerApps #AI #Automation #EnterpriseAI #Copilot #MCPServer
https://www.microsoft.com/en-us/power-platform/blog/power-apps/power-apps-mcp-server-introduces-closed-loop-learning-for-enterprise-agents/ -
Power Apps introduces closed‑loop learning: agents now learn from real user corrections, turning feedback into org‑wide improvements. Less manual fixing, smarter automations, better accuracy over time. #PowerApps #AI #Automation #EnterpriseAI #Copilot #MCPServer
Closed-loop learning on the Po... -
Power Apps introduces closed‑loop learning: agents now learn from real user corrections, turning feedback into org‑wide improvements. Less manual fixing, smarter automations, better accuracy over time.
#PowerApps #AI #Automation #EnterpriseAI #Copilot #MCPServer
https://www.microsoft.com/en-us/power-platform/blog/power-apps/power-apps-mcp-server-introduces-closed-loop-learning-for-enterprise-agents/ -
Ready for winter! (wait what?!?)
Installed #Meross MTS200BHK smart thermostat.
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🚀 My CachyOS (Arch based) setup script using the Fish shell. Saves so much time when doing full system installs!
Installs yay, core/AUR apps, NFS mounts, auto-update, and more!
Adapt as needed for your network and package preferences.
Tip: Rename the script from .txt to .fish for direct use with Fish shell.
#Linux #Arch #CachyOS #fishshell #dotfiles #Automation -
🚀 My CachyOS (Arch based) setup script using the Fish shell. Saves so much time when doing full system installs!
Installs yay, core/AUR apps, NFS mounts, auto-update, and more!
Adapt as needed for your network and package preferences.
Tip: Rename the script from .txt to .fish for direct use with Fish shell.
#Linux #Arch #CachyOS #fishshell #dotfiles #Automation -
🚀 My CachyOS (Arch based) setup script using the Fish shell. Saves so much time when doing full system installs!
Installs yay, core/AUR apps, NFS mounts, auto-update, and more!
Adapt as needed for your network and package preferences.
Tip: Rename the script from .txt to .fish for direct use with Fish shell.
#Linux #Arch #CachyOS #fishshell #dotfiles #Automation -
🚀 My CachyOS (Arch based) setup script using the Fish shell. Saves so much time when doing full system installs!
Installs yay, core/AUR apps, NFS mounts, auto-update, and more!
Adapt as needed for your network and package preferences.
Tip: Rename the script from .txt to .fish for direct use with Fish shell.
#Linux #Arch #CachyOS #fishshell #dotfiles #Automation -
🚀 My CachyOS (Arch based) setup script using the Fish shell. Saves so much time when doing full system installs!
Installs yay, core/AUR apps, NFS mounts, auto-update, and more!
Adapt as needed for your network and package preferences.
Tip: Rename the script from .txt to .fish for direct use with Fish shell.
#Linux #Arch #CachyOS #fishshell #dotfiles #Automation -
Regex vs. LLM for B2B document extraction. This week, I tried out both.
:blobcoffee: The rule-based pipeline with pytesseract + regex worked perfectly for Layout A. For Layout B? Every single field returned None.
:blobcoffee: Because "PO Number" and "Order Reference" are the same thing for a human. Not for a regex pattern.
:blobcoffee: The LLM-based approach (pytesseract + Ollama + LLaMA 3) extracted both layouts correctly, without touching a single rule. It even normalized the date format automatically.
:blobcoffee: But LLMs aren't always the right answer. If your documents are stable, speed matters at scale, or explainability is required, regex might still win.
Full comparison with code and trade-off breakdown on TDS: https://shorturl.at/v4gdl
#Python #DataScience #business #technology #dataengineering #LLM #Automation #OCR
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Regex vs. LLM for B2B document extraction. This week, I tried out both.
:blobcoffee: The rule-based pipeline with pytesseract + regex worked perfectly for Layout A. For Layout B? Every single field returned None.
:blobcoffee: Because "PO Number" and "Order Reference" are the same thing for a human. Not for a regex pattern.
:blobcoffee: The LLM-based approach (pytesseract + Ollama + LLaMA 3) extracted both layouts correctly, without touching a single rule. It even normalized the date format automatically.
:blobcoffee: But LLMs aren't always the right answer. If your documents are stable, speed matters at scale, or explainability is required, regex might still win.
Full comparison with code and trade-off breakdown on TDS: https://shorturl.at/v4gdl
#Python #DataScience #business #technology #dataengineering #LLM #Automation #OCR
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Regex vs. LLM for B2B document extraction. This week, I tried out both.
:blobcoffee: The rule-based pipeline with pytesseract + regex worked perfectly for Layout A. For Layout B? Every single field returned None.
:blobcoffee: Because "PO Number" and "Order Reference" are the same thing for a human. Not for a regex pattern.
:blobcoffee: The LLM-based approach (pytesseract + Ollama + LLaMA 3) extracted both layouts correctly, without touching a single rule. It even normalized the date format automatically.
:blobcoffee: But LLMs aren't always the right answer. If your documents are stable, speed matters at scale, or explainability is required, regex might still win.
Full comparison with code and trade-off breakdown on TDS: https://shorturl.at/v4gdl
#Python #DataScience #business #technology #dataengineering #LLM #Automation #OCR
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Regex vs. LLM for B2B document extraction. This week, I tried out both.
:blobcoffee: The rule-based pipeline with pytesseract + regex worked perfectly for Layout A. For Layout B? Every single field returned None.
:blobcoffee: Because "PO Number" and "Order Reference" are the same thing for a human. Not for a regex pattern.
:blobcoffee: The LLM-based approach (pytesseract + Ollama + LLaMA 3) extracted both layouts correctly, without touching a single rule. It even normalized the date format automatically.
:blobcoffee: But LLMs aren't always the right answer. If your documents are stable, speed matters at scale, or explainability is required, regex might still win.
Full comparison with code and trade-off breakdown on TDS: https://shorturl.at/v4gdl
#Python #DataScience #business #technology #dataengineering #LLM #Automation #OCR
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Regex vs. LLM for B2B document extraction. This week, I tried out both.
:blobcoffee: The rule-based pipeline with pytesseract + regex worked perfectly for Layout A. For Layout B? Every single field returned None.
:blobcoffee: Because "PO Number" and "Order Reference" are the same thing for a human. Not for a regex pattern.
:blobcoffee: The LLM-based approach (pytesseract + Ollama + LLaMA 3) extracted both layouts correctly, without touching a single rule. It even normalized the date format automatically.
:blobcoffee: But LLMs aren't always the right answer. If your documents are stable, speed matters at scale, or explainability is required, regex might still win.
Full comparison with code and trade-off breakdown on TDS: https://shorturl.at/v4gdl
#Python #DataScience #business #technology #dataengineering #LLM #Automation #OCR
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Как я автоматизировал UI в Windows: UIAutomation и Win32
Привет, меня зовут Алексей, я C# разработчик. Я разрабатывал библиотеку для автоматизации взаимодействия с различными UI-элементами и их захвата. Одной из поддерживаемых сред в такой библиотеке обязательно должна быть Windows и в ней так же требуется: находить кнопки, поля, окна, списки, нажимать на них, читать значения, вводить текст и в целом обращаться с интерфейсом не как пользователь с мышкой, а как программа. На первый взгляд задача звучит просто: нашли элемент, кликнули, пошли дальше. Но в реальных приложениях у элемента может не быть (считай не будет) нормального AutomationId , у нескольких окон может быть один и тот же заголовок, дерево интерфейса может прогружаться не сразу, а старое desktop-приложение вообще не предназначено для взаимодействия с современными API для автоматизации. В итоге в моей библиотеке появилось два основных Windows-подхода:
https://habr.com/ru/articles/1035292/
#automation #ui_testing #ui_automation #winapi #win32 #тестирование #автоматизация #автоматизация_тестирования #интерфейсы #автоматизация_бизнеспроцессов
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Как я автоматизировал UI в Windows: UIAutomation и Win32
Привет, меня зовут Алексей, я C# разработчик. Я разрабатывал библиотеку для автоматизации взаимодействия с различными UI-элементами и их захвата. Одной из поддерживаемых сред в такой библиотеке обязательно должна быть Windows и в ней так же требуется: находить кнопки, поля, окна, списки, нажимать на них, читать значения, вводить текст и в целом обращаться с интерфейсом не как пользователь с мышкой, а как программа. На первый взгляд задача звучит просто: нашли элемент, кликнули, пошли дальше. Но в реальных приложениях у элемента может не быть (считай не будет) нормального AutomationId , у нескольких окон может быть один и тот же заголовок, дерево интерфейса может прогружаться не сразу, а старое desktop-приложение вообще не предназначено для взаимодействия с современными API для автоматизации. В итоге в моей библиотеке появилось два основных Windows-подхода:
https://habr.com/ru/articles/1035292/
#automation #ui_testing #ui_automation #winapi #win32 #тестирование #автоматизация #автоматизация_тестирования #интерфейсы #автоматизация_бизнеспроцессов
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Как я автоматизировал UI в Windows: UIAutomation и Win32
Привет, меня зовут Алексей, я C# разработчик. Я разрабатывал библиотеку для автоматизации взаимодействия с различными UI-элементами и их захвата. Одной из поддерживаемых сред в такой библиотеке обязательно должна быть Windows и в ней так же требуется: находить кнопки, поля, окна, списки, нажимать на них, читать значения, вводить текст и в целом обращаться с интерфейсом не как пользователь с мышкой, а как программа. На первый взгляд задача звучит просто: нашли элемент, кликнули, пошли дальше. Но в реальных приложениях у элемента может не быть (считай не будет) нормального AutomationId , у нескольких окон может быть один и тот же заголовок, дерево интерфейса может прогружаться не сразу, а старое desktop-приложение вообще не предназначено для взаимодействия с современными API для автоматизации. В итоге в моей библиотеке появилось два основных Windows-подхода:
https://habr.com/ru/articles/1035292/
#automation #ui_testing #ui_automation #winapi #win32 #тестирование #автоматизация #автоматизация_тестирования #интерфейсы #автоматизация_бизнеспроцессов
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📰 PraisonAI Auth Bypass (CVE-2026-44338) Exploited Within Four Hours of Disclosure
The disclosure-to-exploit window has collapsed. ⏱️ A critical auth bypass in PraisonAI (CVE-2026-44338) was exploited by automated scanners in under 4 hours. A stark reminder to patch immediately. #CyberSecurity #Vulnerability #Automation #AI
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📰 PraisonAI Auth Bypass (CVE-2026-44338) Exploited Within Four Hours of Disclosure
The disclosure-to-exploit window has collapsed. ⏱️ A critical auth bypass in PraisonAI (CVE-2026-44338) was exploited by automated scanners in under 4 hours. A stark reminder to patch immediately. #CyberSecurity #Vulnerability #Automation #AI
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📰 PraisonAI Auth Bypass (CVE-2026-44338) Exploited Within Four Hours of Disclosure
The disclosure-to-exploit window has collapsed. ⏱️ A critical auth bypass in PraisonAI (CVE-2026-44338) was exploited by automated scanners in under 4 hours. A stark reminder to patch immediately. #CyberSecurity #Vulnerability #Automation #AI
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📰 PraisonAI Auth Bypass (CVE-2026-44338) Exploited Within Four Hours of Disclosure
The disclosure-to-exploit window has collapsed. ⏱️ A critical auth bypass in PraisonAI (CVE-2026-44338) was exploited by automated scanners in under 4 hours. A stark reminder to patch immediately. #CyberSecurity #Vulnerability #Automation #AI
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In 1 week, @esritraining webinar: #Python Tips and Tricks for #ArcGIS Administration https://tinyurl.com/yxwesa3v
#ArcPy #API #automation #ArcGISAdmin #GIS #esri #GISchat #geospatial @esri @esrifederalgovt @esrislgov @arcgisonline @arcgisxprise @urisa
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In 1 week, @esritraining webinar: #Python Tips and Tricks for #ArcGIS Administration https://tinyurl.com/yxwesa3v
#ArcPy #API #automation #ArcGISAdmin #GIS #esri #GISchat #geospatial @esri @esrifederalgovt @esrislgov @arcgisonline @arcgisxprise @urisa
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In 1 week, @esritraining webinar: #Python Tips and Tricks for #ArcGIS Administration https://tinyurl.com/yxwesa3v
#ArcPy #API #automation #ArcGISAdmin #GIS #esri #GISchat #geospatial @esri @esrifederalgovt @esrislgov @arcgisonline @arcgisxprise @urisa
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In 1 week, @esritraining webinar: #Python Tips and Tricks for #ArcGIS Administration https://tinyurl.com/yxwesa3v
#ArcPy #API #automation #ArcGISAdmin #GIS #esri #GISchat #geospatial @esri @esrifederalgovt @esrislgov @arcgisonline @arcgisxprise @urisa
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In 1 week, @esritraining webinar: #Python Tips and Tricks for #ArcGIS Administration https://tinyurl.com/yxwesa3v
#ArcPy #API #automation #ArcGISAdmin #GIS #esri #GISchat #geospatial @esri @esrifederalgovt @esrislgov @arcgisonline @arcgisxprise @urisa
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Android 17 新功能大檢閱 詐騙電話馬上收線 跨應用自動化 AI + Emoji 立體化
Google 正式揭曉下一代作業系統 Android 17，重點聚焦深度整合 Gemini Intellige […]
#人工智能 #應用軟件 #科技新聞 #Android 17
https://unwire.hk/2026/05/14/android-17-google-io-gemini-ai-fraud-call-protection-apple-migration/software/?utm_source=rss&utm_medium=rss&utm_campaign=android-17-google-io-gemini-ai-fraud-call-protection-apple-migration -
Android 17 新功能大檢閱 詐騙電話馬上收線 跨應用自動化 AI + Emoji 立體化
Google 正式揭曉下一代作業系統 Android 17，重點聚焦深度整合 Gemini Intellige […]
#人工智能 #應用軟件 #科技新聞 #Android 17
https://unwire.hk/2026/05/14/android-17-google-io-gemini-ai-fraud-call-protection-apple-migration/software/?utm_source=rss&utm_medium=rss&utm_campaign=android-17-google-io-gemini-ai-fraud-call-protection-apple-migration -
Android 17 新功能大檢閱 詐騙電話馬上收線 跨應用自動化 AI + Emoji 立體化
Google 正式揭曉下一代作業系統 Android 17，重點聚焦深度整合 Gemini Intellige […]
#人工智能 #應用軟件 #科技新聞 #Android 17
https://unwire.hk/2026/05/14/android-17-google-io-gemini-ai-fraud-call-protection-apple-migration/software/?utm_source=rss&utm_medium=rss&utm_campaign=android-17-google-io-gemini-ai-fraud-call-protection-apple-migration -
Best 5 streaming ETL tools for cloud data teams https://www.cloudcomputing-news.net/news/best-5-streaming-etl-tools-for-cloud-data-teams/?utm_source=dlvr.it&utm_medium=mastodon #Cloud #Automation #Data #BusinessStrategy #RAG #AIArchitecture #GenerativeAI #technology
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Best 5 streaming ETL tools for cloud data teams https://www.cloudcomputing-news.net/news/best-5-streaming-etl-tools-for-cloud-data-teams/?utm_source=dlvr.it&utm_medium=mastodon #Cloud #Automation #Data #BusinessStrategy #RAG #AIArchitecture #GenerativeAI #technology
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Best 5 streaming ETL tools for cloud data teams https://www.cloudcomputing-news.net/news/best-5-streaming-etl-tools-for-cloud-data-teams/?utm_source=dlvr.it&utm_medium=mastodon #Cloud #Automation #Data #BusinessStrategy #RAG #AIArchitecture #GenerativeAI #technology
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Best 5 streaming ETL tools for cloud data teams https://www.cloudcomputing-news.net/news/best-5-streaming-etl-tools-for-cloud-data-teams/?utm_source=dlvr.it&utm_medium=mastodon #Cloud #Automation #Data #BusinessStrategy #RAG #AIArchitecture #GenerativeAI #technology
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Workflow automation is becoming essential for scalable business operations.
With Aisa-X, businesses can:
• Automate repetitive workflows
• Integrate CRM, ERP & APIs
• Reduce operational bottlenecks
• Improve process efficiencyCompanies report faster execution and lower manual workload through intelligent automation.
👉 Learn more:
https://aisa-x.ai/workflow-automation-service-provider-india/#ArtificialIntelligence #WorkflowAutomation #Automation #DigitalTransformation #BusinessEfficiency
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Workflow automation is becoming essential for scalable business operations.
With Aisa-X, businesses can:
• Automate repetitive workflows
• Integrate CRM, ERP & APIs
• Reduce operational bottlenecks
• Improve process efficiencyCompanies report faster execution and lower manual workload through intelligent automation.
👉 Learn more:
https://aisa-x.ai/workflow-automation-service-provider-india/#ArtificialIntelligence #WorkflowAutomation #Automation #DigitalTransformation #BusinessEfficiency
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Workflow automation is becoming essential for scalable business operations.
With Aisa-X, businesses can:
• Automate repetitive workflows
• Integrate CRM, ERP & APIs
• Reduce operational bottlenecks
• Improve process efficiencyCompanies report faster execution and lower manual workload through intelligent automation.
👉 Learn more:
https://aisa-x.ai/workflow-automation-service-provider-india/#ArtificialIntelligence #WorkflowAutomation #Automation #DigitalTransformation #BusinessEfficiency
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Workflow automation is becoming essential for scalable business operations.
With Aisa-X, businesses can:
• Automate repetitive workflows
• Integrate CRM, ERP & APIs
• Reduce operational bottlenecks
• Improve process efficiencyCompanies report faster execution and lower manual workload through intelligent automation.
👉 Learn more:
https://aisa-x.ai/workflow-automation-service-provider-india/#ArtificialIntelligence #WorkflowAutomation #Automation #DigitalTransformation #BusinessEfficiency
-
Workflow automation is becoming essential for scalable business operations.
With Aisa-X, businesses can:
• Automate repetitive workflows
• Integrate CRM, ERP & APIs
• Reduce operational bottlenecks
• Improve process efficiencyCompanies report faster execution and lower manual workload through intelligent automation.
👉 Learn more:
https://aisa-x.ai/workflow-automation-service-provider-india/#ArtificialIntelligence #WorkflowAutomation #Automation #DigitalTransformation #BusinessEfficiency
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By automating data collection and setup, you can turn a days-long process into minutes—all while making your clients feel like they're getting VIP treatment. 🤝
The onboarding workflow:
🔹Fillout: Smart forms that adapt based on client input
🔹Zapier: Connecting forms to your CRM and project tools
🔹Guidede: Auto-generating personalized "How-To" videos
🔹Fathom: Summarizing kickoff calls for instant task creationFull guide 👇https://medium.com/@AITools4Businesses/how-to-automate-your-client-onboarding-with-ai-in-2026-6c1bb247ff49
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By automating data collection and setup, you can turn a days-long process into minutes—all while making your clients feel like they're getting VIP treatment. 🤝
The onboarding workflow:
🔹Fillout: Smart forms that adapt based on client input
🔹Zapier: Connecting forms to your CRM and project tools
🔹Guidede: Auto-generating personalized "How-To" videos
🔹Fathom: Summarizing kickoff calls for instant task creationFull guide 👇https://medium.com/@AITools4Businesses/how-to-automate-your-client-onboarding-with-ai-in-2026-6c1bb247ff49
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By automating data collection and setup, you can turn a days-long process into minutes—all while making your clients feel like they're getting VIP treatment. 🤝
The onboarding workflow:
🔹Fillout: Smart forms that adapt based on client input
🔹Zapier: Connecting forms to your CRM and project tools
🔹Guidede: Auto-generating personalized "How-To" videos
🔹Fathom: Summarizing kickoff calls for instant task creationFull guide 👇https://medium.com/@AITools4Businesses/how-to-automate-your-client-onboarding-with-ai-in-2026-6c1bb247ff49
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By automating data collection and setup, you can turn a days-long process into minutes—all while making your clients feel like they're getting VIP treatment. 🤝
The onboarding workflow:
🔹Fillout: Smart forms that adapt based on client input
🔹Zapier: Connecting forms to your CRM and project tools
🔹Guidede: Auto-generating personalized "How-To" videos
🔹Fathom: Summarizing kickoff calls for instant task creationFull guide 👇https://medium.com/@AITools4Businesses/how-to-automate-your-client-onboarding-with-ai-in-2026-6c1bb247ff49
-
By automating data collection and setup, you can turn a days-long process into minutes—all while making your clients feel like they're getting VIP treatment. 🤝
The onboarding workflow:
🔹Fillout: Smart forms that adapt based on client input
🔹Zapier: Connecting forms to your CRM and project tools
🔹Guidede: Auto-generating personalized "How-To" videos
🔹Fathom: Summarizing kickoff calls for instant task creationFull guide 👇https://medium.com/@AITools4Businesses/how-to-automate-your-client-onboarding-with-ai-in-2026-6c1bb247ff49
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Is your team feeling overwhelmed by AI? 😓 Mental fatigue is growing while productivity stagnates. With Zsenie, AI stops being a burden and becomes your engine. 🚀 We centralize operations and automate key processes directly into your daily workflow. Frictionless intelligence, stress-free work. Discover the difference today! 💡
#zsenieAI #Productivity #Automation #ArtificialIntelligence #DigitalFatigue #zsenieaigenerated
+18024496842
[email protected]
www.zsenie.com -
AI doesn’t create bias, it inherits it – how do we ensure fairness when it comes to automated decisions?
#AI #Tech #MachineLearning #Ethics #Bias #Automation #DataScience #DigitalRights #HumanRights #Innovation #Data #AIEthics #Algorithms #AIBias #Fairness
https://the-14.com/ai-doesnt-create-bias-it-inherits-it-how-do-we-ensure-fairness-when-it-comes-to-automated-decisions/