How AI Infused Experiences is Transforming Productivity of Different Personas
We are at the cusp of a new era, where the speed of AI innovation is at an unprecedented speed with large language models, new generation machine learning, multimodal inputs and outputs driving the transformation. This article focuses on how AI infused experiences is transforming productivity of business users, SMBs, Developers (including Citizen developers), Data Scientists, Security Officers, Sustainability Leads.
There are also lots of concerns around hallucinations of AI systems, potential harmful content, disinformation, transparency in Large Language models, privacy, labour market impact and more. I am planning to cover my views on risks and potential mitigation strategies in another article.
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Productivity of Business Users
With touch of AI infused experiences recently announced, we all saw how Microsoft 365 Co-pilot is transforming productivity of business users. M365 Co-pilot is an AI-powered tool that assists users in creating, editing, and formatting documents. M365 Co-pilot can help users design and create visually appealing presentations quickly with formatting and images, you would like. During Teams calls, it can automatically capture notes, transcripts, statements and summaries, along with to-dos and assignments like your personal assistant. By linking to your calendar and email, it can help you prepare for your day by generating points to focus on for your next meeting. By automating all repetitive tasks, M365 Co-pilot frees up time for users to focus on higher-value tasks, leading to increased productivity. Even our old friend Excel experience is transformed. You no longer need to be in %10 of Excel users who can unlock the potential of formulas and macros. Simply ask what you want to do using natural language, M365 Co-pilot will build the formula, display results for you.
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Productivity of Developers
AI Infused experiences is turning Developers to super agile orchestrators. GitHub CoPilot can help developers by suggesting code changes, finding bugs, and generating code examples using natural language. ?Often developers don’t like spend time to write explanation of what their code does, OpenAI technologies can help them to create comments and documentation. And if a developer wants to change his code written in JavaScript to Python, can quickly do that. OpenAI can generate test data for developers automatically, reducing the time and effort required to create test cases and improve testing coverage. OpenAI-powered task management tools can assist developers in prioritizing tasks and allocating resources, helping them to complete projects on time and within budget.
Also Citizen Developers now can build apps, including the data behind it, just by describing what they need through multiple steps of conversation. ?Apps can have Co-Pilot-powered experiences built in from the very first screen—so users can discover insights in conversation instead of clicks.
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Productivity of SMBs
Small business owners can also benefit from AI-infused experiences. M365 Copilot can help SMBs to be proactive by providing access to data analytics, project management tools, and automation features to streamline workflows and identify areas for improvement. Automated financial analysis and predictive analytics can help small business owners make more informed decisions, reduce costs, and improve profitability. Similarly, time management tools can help small business owners manage their time more effectively, leading to increased productivity. M365 Copilot can help employees prioritize tasks, manage their workload, and stay on track with deadlines by providing reminders, task assignments, and progress tracking. AI Infused experiences can help employees manage their time effectively by providing scheduling tools, automated workflows, and productivity insights to identify time-consuming tasks and improve efficiency.
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Productivity of Data Scientists
AI-powered data visualization tools like Power BI are allowing data scientists to create interactive visualizations and identify patterns in data automatically. Data scientists using Power BI are leveraging AI-powered features to analyse large amounts of data more easily and quickly using natural language queries, leading to faster and more accurate decision-making. It can also be integrated with Azure Machine Learning for advanced analysis. Microsoft Power Query is an AI-infused data extraction and transformation tool that allows data scientists to automate the process of collecting data from various sources, such as databases, web pages, and APIs. Data pre-processing is one of the key tasks of any data scientist, Azure Data Factory is an AI-infused data pre-processing tool that allows data scientists to automate data cleaning and transformation tasks.
Power BI and Natural Language: https://learn.microsoft.com/en-us/power-bi/natural-language/q-and-a-intro
Azure Data Factory: https://azure.microsoft.com/en-us/products/data-factory
Azure Machine Learning:??https://azure.microsoft.com/en-us/products/machine-learning/
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Productivity of Sales and Marketing
Sellers can leverage AI infused experiences to reduce the time they spend on repetitive tasks. Dynamics 365 Sales and Viva Sales?can assist them to write email responses to customers and can even create an email summary of a Teams meeting in Outlook in different languages. The meeting summary pulls in details from the seller’s CRM such as product and pricing information, as well as insights from the recorded Teams call. AI-powered sales management tools provide real-time insights into sales data, customer behaviour, and market trends. This helps sellers make data-driven decisions and tailor their sales strategies to individual customers.
AI infused recommendation engines can also be used to suggest relevant products or services to customers, improving the chances of a successful sale. AI-powered inventory management systems can be used to track inventory levels, optimize stock levels, and generate automated purchase orders when inventory levels fall below a certain threshold. This can help sellers to minimize stockouts, reduce overstocking, and improve cash flow.
Marketers can describe their customer segment in their own words to create a target segment. AI-based marketing tools can be used to automate email campaigns, social media posts, and other marketing activities, freeing up time to focus on other tasks. AI-powered analytics tools can also be used to track campaign performance and optimize marketing efforts based on customer behaviour.
AI-powered market research tools can be used to analyse customer data, social media activity, and other sources of information to gain insights into customer needs and preferences. AI-powered training and mentoring tools can be used to deliver personalized training and coaching to new sales staff, based on their individual needs and performance. This can help sellers to develop their skills more quickly and improve their overall productivity.
Productivity of Sustainability Leads
World is going through a big change, lots of challenges ahead. AI powered experiences can help Researchers, Scientists, Sustainability Leads to solve many of the big challenges such as; deforestation, global warming, carbon emission-water-waste data models, smart farming models, understand changes in atmosphere, fresh water sources, oceans…… all require analysing and understanding large amount of data.
AI powered experiences can help Sustainability Leads in businesses to make ESG sustainability strategies and policies real, implementable, and measurable, by providing data-driven insights and recommendations. It can automate data collection and analysis for sustainability metrics, reducing the time and effort required to collect, analyse and report data. Machine learning algorithms can analyse large amounts of data to identify areas of opportunity for improvement, suggest policy changes, and model the potential impact of different sustainability initiatives. AI can help Sustainability Leads identify and manage sustainability risks by analysing data from multiple sources and identifying potential risks or issues that may not be visible to human.
AI powered experiences can be used in precision agriculture to optimize the use of resources like water and fertilizers. It can help farmers make more informed decisions about crop management, reducing waste and increasing yields. It can provide smart assistants to help farmers with every skill level to make inform decisions, by providing guidance on questions how what crop to grow where and how, how to eliminates pests, take action to weather conditions…
Productivity of Security Officers
By using AI and automation to analyse vast amounts of security data from different sources, tools like Microsoft Azure Sentinel and Defender for Endpoint can help security officers detect and respond to security threats across an organization's infrastructure and endpoints faster and more efficiently. It can also provide them with actionable insights into security incidents, reducing the time required to investigate and remediate them.
AI technology can also help security officers to identify potential safety hazards more quickly and accurately by using advanced sensors, video analytics, and other technologies to detect and respond to potential safety threats.
In Summary, AI Infused experiences given superhuman capabilities to its users, boosting their productivity to levels that were not possible before, leaving us to master our key human capabilities, our imagination, creativity and critical thinking skills.?
Dijital D?nü?üm 2.0 Stratejisti, ?? Geli?tirme, Proje ve Süre? Y?netimi Dan??man?, E?itimci, ?? Analizi Teknikleri Geli?tiricisi, Dijital ??zümler Y?neticisi
1 年YZ potansiyelini ve risklerini anlatan güzel bir i?erik olmu?. Te?ekkürler. ??