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This section provides supplementary information, source citations, and disclaimers. Sairis disclaims all liability for any misunderstandings or misinterpretations by readers. Additionally, Sairis is not responsible for the accuracy or content of external websites linked through citations, and does not endorse or assume any liability for the information contained therein. Sources for Quoted Statistics: 1. 25% Faster Task Completion A study by Harvard Business School, MIT, and Boston Consulting Group (BCG), titled “Navigating the Jagged Technological Frontier”, found that consultants using Generative AI (e.g., GPT-4, Anthropic Claude) completed tasks 25.1% faster than those without AI assistance. www.hbs.edu/ris/Publication%20Files/24-013_d9b45b68-9e74-42d6-a1c6-c72fb70c7282.pdf?utm 2. 40% Increase in Quality of Work The same Harvard, MIT, and BCG study reported that consultants using Generative AI produced 40% higher-quality work, as evaluated by human reviewers, showcasing AI’s ability to enhance professional output. https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-social-economy https://www.mckinsey.com/~/media/McKinsey/Industries/Technology%20Media%20and%20Telecommunications/High%20Tech/Our%20Insights/The%20social%20economy/MGI_The_social_economy_Full_report.ashx 3. 20% Employee Time Repurposed A McKinsey study found that knowledge workers spend 19% of their time searching for and gathering information. Similarly, a 2018 IDC study revealed that data professionals lose 50% of their time weekly—30% on searching, governing, and preparing data, plus 20% on duplicative work. https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-social-economy https://www.mckinsey.com/~/media/McKinsey/Industries/Technology%20Media%20and%20Telecommunications/High%20Tech/Our%20Insights/The%20social%20economy/MGI_The_social_economy_Full_report.ashx 4. 82x Faster Information Retrieval A study analyzing post-COVID workforce productivity found that employees spend an average of 17 minutes searching for information across portals, content management systems, folders, and SharePoint. In contrast, Sairis AI delivers responses in just 12.5 seconds, making it 82 times faster. https://www.researchgate.net/publication/379898757_How_Much_Time_does_the_Workforce_Spend_Searching_for_Information_in_the_new_normal 5. 70% Task Automation Potential McKinsey estimates that current Generative AI and automation technologies could automate 60-70% of employees’ tasks today. https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier?utm Additional Insights 81% of employees are frustrated that they cannot access the information they need to do their jobs. https://www.panopto.com/resource/ebook/valuing-workplace-knowledge/#:~:text=60%25%20of%20employees%20report%20that,12%25%20a%20month%20or%20more 60% of employees report that obtaining information from colleagues is difficult, very difficult, or nearly impossible. https://www.panopto.com/resource/ebook/valuing-workplace-knowledge/#:~:text=60%25%20of%20employees%20report%20that,12%25%20a%20month%20or%20more Support for all languages" is subject to the following limitations: Extinct, ancient, rare, endangered, or constructed languages may have limited support. Highly specialized technical languages, notation systems, sign languages, and certain indigenous languages may not be fully supported. Proficiency and accuracy may vary across languages. This list is not exhaustive, and language support is subject to change without notice. 67% of people prefer chatbot because they provide quick answers to simple questions - citation from Batia Infotech, Updated : 7 Mar, 2025, 60+ Chatbot Statistics, Facts & Trends to Keep Up With in 2025