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The 50 best AI tools for product managers
“So it goes...” - Kurt Vonnegut, Slaughterhouse-Five
This week we’re mixing it up. Instead of our normal format, I’m giving you 50 AI tools that are actually relevant to your workflows to help you move faster, get less frustrated, and get more done.
AI news: Andreeson says AI is friend not foe, tech folks are returning to the bay, and AI prompt engineering is a passing fad.
You know what I really don’t like? Lists of AI tools without any context. Nearly everyday I’m sent a new list of AI tools on LinkedIn with flimsy, broad descriptions of what the tools do (if I’m lucky), and frankly I’m sick of it. In the spirit of automation, shouldn’t lists of AI tools be actionable without, you know, actually having to read every product’s homepage? I certainly think so, and that’s why I put together the following list.
If you’ve been a subscriber for some time then you’ll be familiar with the way I like to list AI products - with a clear audience (product makers) in mind and a bias towards actionability - ie, “if you have this use case, this AI tool is worth checking out.” With the insane proliferation of AI tooling these last few months, any other format of list is guaranteed to be an absolute waste of time. So, I’ve collected the top 25 here in Substack, with the full list of 50 linked here on my blog for PlayerZero. Without any further ado, let’s jump into the list:
Hey! The human being who writes this would really love it if you subscribed. Go on, make my day.
Functional category - product intelligence
The product - PlayerZero is a comprehensive real-time product experience monitoring platform that leverages a unique combination of analytics and engineering data. It provides an in-depth look into the behavior and experiences of your users, highlighting root causes of issues as they occur. By syncing your product analytics data with engineering observability, PlayerZero helps you understand the full context behind every user outcome. The platform not only prioritizes initiatives that propel your business forward but also equips your team with all necessary data to diagnose and address problems. Moreover, it empowers you to manage relationships proactively, increasing retention, and ensuring the real-time status of your users.
The use case - for product managers striving to enhance user experience, PlayerZero is an invaluable tool. Imagine you are launching a new feature in your product. With PlayerZero, you can monitor the user interactions with this feature in real time, understand their behavior leading up to any issues, and see what was happening behind the scenes from an engineering perspective. This real-time monitoring allows you to identify and address any potential hiccups as soon as they occur, preventing a small glitch from turning into a widespread problem. Furthermore, the engineering data provided by PlayerZero can help you coordinate a strong, well-informed response, ensuring that you fix the issue swiftly and effectively. PlayerZero not only helps you improve your product, but also allows you to measure the success of your efforts, providing valuable insights to drive your product strategy forward. Its got all of the insights of product analytics, all the actionability of monitoring, all in a format that anyone - technical or not, can get a ton of value from.
Functional category - task management
The product - Checklist is an AI-driven task management tool built for teams, offering a unique combination of features to enhance productivity and ensure smooth execution of tasks. Its user-friendly interface simplifies the creation, allocation, and tracking of tasks, making it easy for teams to stay organized and focused. In addition, Checklist includes functionalities such as dependencies, sub-tasks, and notifications, all designed to ensure that no task falls through the cracks. With Checklist, teams can collaborate effectively, prioritize work, and stay updated on project progress in real time.
The use case - As a product manager, you're juggling multiple tasks and projects at once, and Checklist can be instrumental in managing these effectively. For instance, when planning a new product feature, you can create a detailed task list that breaks down the feature into manageable sub-tasks, set dependencies to ensure tasks are completed in the correct order, and assign tasks to different team members. Checklist's real-time notifications keep you updated on task progress, enabling you to quickly address any issues or bottlenecks. Moreover, with Checklist's collaboration features, you can easily communicate with your team, share updates, and collect feedback, all within the platform.
Functional category - documentation builder
The product - Dewstack is a comprehensive platform designed to help you create, manage, and host intelligent, real-time documentation that enhances user engagement and promotes self-service. With Dewstack, you can craft effective product docs and improve comprehension through their instant answers widget. This widget allows users to access information swiftly by typing a query. The platform's SmartDocs feature searches your documentation and provides accurate, relevant answers in real time. Additionally, Dewstack's AI-driven Q&A chatbot can be embedded on your site or as an iframe, providing instant assistance and reducing your team's workload. For a seamless transition, Dewstack allows you to import your existing content using PDF, Docx, Markdown, HTML or Zip file and transform them into an interactive knowledge base.
The use case - Dewstack could be a critical tool for managing product documentation and enhancing user engagement. Instead of fielding the same questions repeatedly from users, you can use Dewstack to create a dynamic, intelligent doc that provides instant answers to common user queries. This not only frees up time for your team but also provides users with immediate, accurate information, improving their experience and satisfaction with your product. Moreover, the AI-driven Q&A chatbot can be used to offer instant assistance, which can be particularly useful during product launches or updates when user queries peak. As a product manager, the ability to import existing content into Dewstack also means that you can streamline the process of updating your product documentation, making it more interactive and easier for your users to understand and navigate.
Functional category - AI/plagiarism detector
The product - Originality AI is a highly accurate AI content detector and plagiarism checker designed to meet the specific needs of content publishers, agencies, and website owners. The tool offers unique features such as team management, scan history by user, and AI writing detection. It stands out in the market with its AI's ability to accurately detect if content was created by popular AI writers, including GPT variants, with success rates as high as 99% for GPT-4 content. With a comparatively low cost of $0.01 per 100 words scanned, users can add unlimited team members, unlimited websites, and conduct unlimited scans, detecting both plagiarism and AI-generated content that could get them flagged by Google.
The use case - if you’re a product manager who’s responsible for overseeing content creation, Originality AI can be integrated into your workflow to ensure the originality and authenticity of your content. If your product involves a large amount of text, such as an online learning platform with multiple courses, Originality AI can be used to verify that content created by your team or outsourced to freelancers is original and not generated by AI. The team management function and activity history can provide accountability and traceability, making it easier to manage a large team and verify that original content is being produced. Moreover, if you're considering purchasing a website or content platform as part of your product expansion, the soon-to-come full site scan feature will allow you to assess a site's plagiarism and AI content risk quickly and comprehensively. Furthermore, the tool offers an API for integration into custom content creation workflows or tools, helping you maintain the integrity of your content at scale.
💼 My AskAI
Functional category - custom-trained chatbot
The product - My AskAI is a versatile AI chatbot platform that allows businesses to create custom chatbots using their own content, without any coding required. It leverages advanced Natural Language Processing (NLP) and Machine Learning (ML) algorithms to provide accurate and relevant responses based on user inquiries. A standout feature of My AskAI is its ability to learn from uploaded data, enhancing its response accuracy and usefulness over time. Additionally, My AskAI is designed with a user-friendly setup process and offers various sharing options, including links, chatbots, and integrations with Slack and Microsoft Teams.
The use case - My AskAI can be a game changer for product managers looking to streamline their customer support processes or enhance internal communication and productivity. For instance, a product manager can utilize My AskAI to automate repetitive customer queries, freeing up time for their customer support team to handle more complex issues. Moreover, it can be used to make a large amount of data searchable, allowing product managers to quickly pull out relevant information from vast datasets. This can be particularly useful when conducting competitor analysis, market research, or tracking product performance metrics. The chatbot's ability to learn from past interactions and perform sentiment analysis can provide valuable insights into customer feedback, aiding in product iteration and improvement. Lastly, its seamless integration with platforms like Slack or Microsoft Teams can facilitate internal communication, making it easier for product managers to disseminate important information or updates to their team.
⏭️ Skipit AI
Functional category - YouTube/PDF/website/article summarizer
The product - Skipit AI offers a powerful tool for efficient content processing and summarization. It's designed to save countless hours by summarizing YouTube videos, PDFs, websites, and articles with one click, aiming to make users more productive. Simply copy and paste the link into Skipit's interface, ask questions about the content, and share the summary with friends or colleagues to save everyone's time. The product offers a free tier and a premium tier at $9/month. The premium tier provides faster AI responses, unlimited messages, a prompt library, saved chat history, and the ability to export chat, and it allows users to process longer YouTube videos and larger PDFs, along with unlimited website content.
The use case - if you often have to digest large amounts of content to keep up with industry trends, monitor competitors, or research customer needs, Skipit AI could be a game-changer. Instead of spending hours reading lengthy articles, reports, or watching videos, you could use Skipit to create concise summaries, allowing you to quickly understand the key points and make informed decisions more efficiently. You can also use the exported summaries to share critical insights with your team or stakeholders, fostering more effective communication and collaboration. Additionally, the unlimited messages feature can help facilitate brainstorming sessions around the product's direction based on the summarized content, enhancing the overall product development process.
Functional category - data extraction
The product - Nanonets is an AI-powered data extraction tool that offers robust and customizable OCR capabilities, tailored to your specific business needs. With its machine learning technology, it can automatically identify and extract data from various sources such as invoices, receipts, and other documents. The extracted data can be seamlessly integrated into your existing workflows thanks to its multiple pre-built integrations with popular software such as Salesforce, Slack, and more. Nanonets is trusted by several reputable companies for their data extraction needs.
The use case - if you're dealing with a high volume of customer feedback forms in various formats, and the manual data extraction process is proving to be time-consuming and error-prone, Nanonets could be super useful. With Nanonets, you can automate this process, ensuring consistency and accuracy in the data extracted, allowing you to focus on analyzing the feedback to drive product improvements. Furthermore, Nanonets' ability to integrate with other platforms means that the extracted data can be automatically fed into your CRM or data analysis tools, enabling real-time insights and faster decision-making.
Functional category - AI communication coach
The product - Poised is a real-time conversational feedback tool that empowers individuals to improve their communication skills. The platform provides instant feedback on various aspects of live speech, such as word usage, filler words, confidence, energy, and empathy. With its intelligent alert system, users can get personalized alerts adapted to their environment. The tool offers customization features allowing users to select specific meters and focus on improving a few aspects at a time. Additionally, Poised offers trend analysis features, allowing users to track their progress and analyze speech trends over time, providing key insights for improvement.
The use case - for product managers who frequently communicate with teams, stakeholders, and customers, Poised can be an invaluable tool. It can help in refining the clarity and effectiveness of their verbal communication during presentations, team meetings, or stakeholder discussions. For instance, a product manager can use Poised to receive real-time feedback during a product demo to a client, helping them to adjust their speech, eliminate overused filler words, and convey their points with more confidence and empathy. Moreover, the trend analysis feature can help product managers monitor and evaluate their communication improvements over time, further refining their communication skills and leading to more effective product presentations and team interactions.
Functional category - email management AI
The product - SaneBox is an AI-powered email management solution that's designed to help you regain control of your inbox. It features advanced filtering capabilities to automatically sort your emails into relevant categories, like "SaneLater" for less important emails and "SaneNews" for newsletters and subscriptions. Additional features include "SaneReminders" for sending follow-up reminders, "SaneBlackHole" for automatically deleting certain types of emails, and "SaneAttachments" for managing file attachments. Trusted by several top companies, SaneBox can be integrated with a wide range of email clients and offers various deployment options including web, iOS, and Android platforms.
The use case - if you’re constantly flooded with emails, SaneBox could be a significant time-saver. Imagine you're managing multiple products and each comes with its own set of stakeholders, from engineers to marketing to upper management. Each group has its own communication stream, and important emails can easily get lost in the noise. SaneBox can help you categorize these emails automatically, ensuring that critical updates from your team or urgent requests from stakeholders aren’t buried under a pile of newsletters or less important emails. Additionally, with features like "SaneReminders", you can set up follow-ups on important emails, ensuring that nothing falls through the cracks. This could lead to more efficient communication management, better stakeholder relationships, and ultimately, more effective product management.
📄 PDF AI
Functional category - PDF data extraction
The product - PDF AI provides an innovative solution for automating PDF document analysis processes. It employs machine learning and natural language processing to extract, summarize, and analyze data from PDF documents. From recognizing and categorizing different types of documents to extracting relevant information, the platform streamlines and automates complex data extraction tasks. Its applications range from invoice processing, contract analysis, and form extraction, to data extraction from financial and legal documents, making it a versatile tool for businesses in various sectors.
The use case - handling and processing large volumes of data from different document types can be a time-consuming task. This is where PDF AI can prove to be invaluable. Suppose you're launching a new product and need to analyze multiple market research reports to understand the competitive landscape. Instead of manually reading each report, PDF AI can automatically extract key insights, saving you time and ensuring accuracy. Similarly, during the legal review of a product, the platform can help by extracting key clauses from contracts or terms of service documents, assisting in risk assessment.
📘 Sheet AI
Functional category - spreadsheet helper
The product - Sheet AI is a no-code, Google Sheets-based platform designed to supercharge your spreadsheets with AI automation. With a robust set of features including workflow automation, integration with business applications, real-time reporting, and mobile access, Sheet AI is transforming the way businesses handle their spreadsheet data. The platform is cloud-native, so there's no need for installations, and it’s quite easy to use, allowing non-technical users to manage workflows effectively. Also, it integrates with popular productivity tools such as Slack and Teamwork Desk, providing a seamless workflow experience for users.
The use case - for a product manager dealing with large amounts of data in spreadsheets, Sheet AI could be a game-changer. On a day-to-day basis, it can reduce the time spent on data entry, automating repetitive tasks and making room for more strategic work. When creating reports or customer-facing documents, the document generation feature of Sheet AI can be used to compile comprehensive, professional documents in less time. The collaborative workspace can enhance cross-functional collaborations, making it easier to work with different teams and stakeholders on product planning and strategy. Do everything from sanitizing data to generating text and predicting values without becoming a Google Sheets expert.
Functional category - process documentation tool
The product - Scribe is an intelligent documentation tool designed to streamline the process of creating and sharing step-by-step guides for a variety of tasks. It offers a smart capture feature that can automatically generate guides from recorded activities, reducing the time it takes to create process documents or Standard Operating Procedures (SOPs) by up to 93 percent. Scribe also has an intuitive interface for editing the generated guides, allowing users to add extra details or notes as required.
The use case - for product managers, Scribe could be a critical tool for enhancing operational efficiency and promoting knowledge sharing within a product team. For instance, when implementing a new feature or product, a product manager could use Scribe How to quickly record the process and generate a comprehensive guide for both internal stakeholders and external users. This guide can then be shared with the development team, ensuring everyone understands the new feature's specifications and reducing the need for repeated explanations. Additionally, Scribe could be used to create onboarding materials for new team members and users, decreasing ramp-up time and ensuring consistency in understanding and following team processes/retention. When rolling out new tools or technologies within a team, Scribe can support the change management process by providing easily accessible, visual, and step-by-step training guides, boosting the adoption rate and utilization of new tools.
Functional category - prompt library
The product - PromptPal is a library of proven-effective LLM prompts that can help speed up your generative AI workflow. Sometimes, prompting can be nearly as time-consuming and just as frustrating as simply doing a task yourself - PromptPal simplifies the process so you don’t have to re-write your prompt a thousand times to accomplish a goal, instead, start with the goal and simply find the most effective prompt on the platform to accomplish it.
The use case - PMs often need to brainstorm new ideas for product features or improvements. PromptPal can be used to generate prompts that stimulate creative thinking and provide fresh perspectives. By exploring various prompts on the platform, product managers can quickly generate a range of ideas to fuel innovation. PromptPal can also aid in conducting market research by generating prompts that delve into market trends, customer preferences, and competitor analysis. Product managers can use these prompts to gather insights, identify gaps in the market, and discover potential opportunities to differentiate their products or services.
Functional category - process management
The product - Process Street offers an AI-powered workflow management platform that simplifies process management. With key features like task assignments, approvals, conditional logic, automations, forms, data sets, and pages, Process Street provides a user-friendly, no-code platform that allows for the creation, tracking, automation, and completion of tasks to streamline processes and improve efficiency. The platform's AI-driven workflow design adapts to your business's unique operational qualities over time. It integrates with a wide range of tools like Salesforce, Slack, Microsoft Teams, Google Sheets, Jira, and many more, helping foster seamless workflow management across different platforms.
The use case - for product managers seeking to streamline operations, Process Street could be a powerful tool. It allows product teams to create and follow step-by-step workflows for various processes, ensuring consistent adherence to procedures and minimizing costly human errors. The platform's ability to automate repetitive tasks using generative AI and built-in integration tools can significantly reduce human labor, freeing up valuable time and resources for more strategic initiatives. Moreover, Process Street’s powerful analytics features provide a way to make data-driven decisions by tracking key performance indicators (KPIs) and monitoring efficiency throughout processes. This platform fosters efficient knowledge sharing, helps break down information silos, and ensures that everyone on your product team has access to necessary team knowledge. With Process Street, product managers can effectively manage their workflows, optimize team productivity, and enhance decision-making capabilities.
Functional category - spreadsheet helper
The product - Formula Bot is a powerful tool designed to simplify and automate data analysis tasks for product managers by turning text instructions into Excel formulas. With its natural language interface and extensive library of pre-built formulas and functions, Formula Bot enables product managers to quickly analyze data, generate insights, and make data-driven decisions without spending hours googling formulas.
The use case - for product managers seeking to streamline their data analysis processes, Formula Bot provides a user-friendly solution. With its library of pre-built formulas and functions, product managers can easily perform calculations, manipulate data, and generate actionable insights. The platform allows for seamless integration with popular data sources, enabling product managers to access and analyze data from multiple systems in one place. By leveraging Formula Bot, product managers can accelerate their data analysis tasks, gain deeper insights into product performance, and make informed decisions to drive product success.
Functional category - spreadsheet helper
The product - Equals AI is an AI-powered platform that offers a range of intelligent automation capabilities to streamline and optimize business processes. With its advanced AI algorithms and machine learning capabilities, Equals AI empowers product managers to automate repetitive spreadsheet tasks, extract insights from data, and make more data-driven decisions. It empowers you to always have the right formula at your fingertips.
The use case - for product managers looking to enhance their data analysis productivity, Equals AI provides a powerful solution. By leveraging its AI-driven automation capabilities, product managers can automate time-consuming and repetitive tasks, freeing up valuable time for more strategic initiatives. Additionally, Equals AI's data analysis features enable product managers to extract valuable insights from large datasets, empowering them to make better informed decisions and identify opportunities for product improvement. Use it to generate formulas, write SQL, summarize data, correct functions that aren’t performing properly and more. Plus, with their new Amplitude integration, you can manipulate your product analytics data easily alongside the rest of your data.
Functional category - customer phone support
The product - SimplePhones AI is an AI-driven solution that empowers product managers to optimize their customer support and enhance the overall user experience. It leverages AI technologies to automate phone conversations, analyze customer interactions, and provide actionable insights for product improvement. With its comprehensive features, SimplePhones AI offers a robust platform for transforming customer support processes and driving customer satisfaction.
The use case - if you’re seeking to enhance customer support, SimplePhones AI could be an invaluable tool. By automating phone conversations, the platform frees up valuable time and resources, enabling product managers to focus on strategic initiatives. SimplePhones AI also analyzes customer interactions, providing valuable insights into user preferences, pain points, and product feedback. Futhermore, you can add your website or FAQ documents to your AI agent so it can answer questions about your content contextually - effectively replacing the need for a call center or physical phone support person.
Functional category - coding helper
The product - Tabnine is an AI-powered code completion tool that elevates the coding process to new levels of efficiency and accuracy. It offers a range of features such as AI-powered coding, support for multiple programming languages, built-in code reviews, snippet and template generation, integration with popular IDEs, and customization. Whether you're coding in Python, Java, JS, HTML, CSS, or PHP, Tabnine ensures that you're covered.
The use case - for anyone looking to improve their coding productivity and code quality, Tabnine could be a game-changer. Whether it's leveraging AI to predict line completions, using built-in code reviews to ensure adherence to best practices, or generating snippets and templates to save time, Tabnine's toolset can turbocharge the coding process. Its ability to integrate seamlessly with popular IDEs means it can easily fit into your existing development environment. This could lead to more efficient code production, improved code quality, and ultimately, more robust and reliable software applications.
Functional category - web scraper
The use case - by automating the data extraction process, it can save hours of manual web scraping and data collection, freeing up valuable time for strategic planning and decision-making. Whether you're monitoring competitor websites, tracking changes in the market, or analyzing user behavior, Browse AI’s platform can accelerate your data-driven decision-making process. Its robust capabilities and seamless integrations mean it can be effectively incorporated into your product management workflow, helping you to make more informed and timely decisions based on accurate, real-time data.
Functional category - web scraper
The product - Hexowatch is a powerful website monitoring and automation platform designed to empower product managers in managing their online presence effectively or more effectively keeping up with competitors. With its comprehensive set of features including website uptime monitoring, visual change detection, content extraction, and automated workflows, Hexowatch provides product managers with the tools they need to proactively monitor their websites, track changes, extract valuable data, and automate repetitive tasks.
The use case - for PMs responsible for overseeing the performance and user experience of their company's website, Hexowatch is super valuable. It enables you to stay on top of website changes on your own website or your competitors. By detecting visual changes, product managers can quickly identify changes in market conditions, pricing, or pivots that their competitors have made to messaging or feature sets. The content extraction feature allows product managers to extract data from web pages, enabling them to gather insights and make data-driven decisions when it comes to competitor intelligence.
Functional category - website monitoring
The product - Hexometer is an AI sidekick that offers 24/7 website monitoring to catch problems before they impact businesses. It provides comprehensive monitoring across six core areas: availability, performance, user experience, health, SEO, and security. The platform operates in the cloud, requiring no software installation or code changes, allowing for rapid setup and comprehensive site-wide peace of mind. Hexometer is designed for eCommerce businesses and is widely used by agencies, offering alerts via email, SMS, Telegram, Discord, Slack, Trello, or integration with over 1000 apps through 3rd party services.
The use case - Hexometer is an essential tool for businesses that rely heavily on their website's performance and security. It's particularly useful for eCommerce businesses and digital agencies that want to ensure an optimal user experience, as well as efficient and secure website operation. With features like availability monitoring, UX monitoring, performance monitoring, health monitoring, SEO monitoring, and security monitoring, Hexometer is like having a personal QA team for your website. Whether it's identifying slow or broken pages, monitoring uptime and HTTP response time, catching spelling or grammar mistakes, checking how pages display on different device types, or continuously monitoring for SEO and security issues, Hexometer provides a comprehensive solution to keep your website running optimally and securely. This can lead to improved user experience, enhanced website performance, improved SEO rankings, and increased overall business efficiency.
Functional category - business intelligence
The product - InsightBase is an AI company that offers no-code AI-driven business intelligence insights. With its natural language queries, it streamlines users’ interactions with databases and gets rid of the need for SQL queries or data science expertise. Its key features include powerful dashboards that update automatically, an easy and quick configuration process, and support for a variety of databases. This makes InsightBase an accessible and potent tool for businesses looking for a hassle-free way to utilize their data, assuming that all of their relevant data is in a database.
The use case - InsightBase is ideal for anyone who wants to harness their database without the complexities of traditional data science. Whether it's querying business performance metrics, forecasting sales, or analyzing customer behavior, InsightBase's natural language query system delivers results in seconds. The ability to create interactive dashboards and share data insights with team members makes it an effective tool for collaborative decision making. Its broad support for various databases also ensures seamless integration with different data sources. InsightBase, therefore, could pave the way for businesses to become more data-driven, improve operational efficiency, and foster informed decision-making processes.
Functional category - chatbot analytics
The product - Botanalytics is a comprehensive analytics platform designed to elevate the performance of chatbots across multiple platforms. It offers an array of analytics tools, including measurable KPIs, trackable funnels, and broadcast messaging tools, which are crucial for optimizing chatbot performance. With support for more than 12 chatbot platforms, Botanalytics ensures compatibility with diverse bot ecosystems. The multi-user feature enables shared access, promoting collaborative analysis among team members.
The use case - for product managers striving to enhance their chatbot offerings, Botanalytics is an invaluable tool. By providing detailed insights into bot performance, engagement, and retention rates, it enables product managers to make data-driven decisions to improve their bots. With its multi-user feature, it facilitates a collaborative approach to analytics, allowing product managers, developers, and stakeholders to work together to optimize bot performance. By leveraging Botanalytics, product managers can enhance the user experience, improve customer satisfaction, and drive their product's success.
⛺ AI Camp
Functional category - AI learning platform
The product - AI Camp is an educational platform striving to democratize AI by making it accessible to all developers. They offer a range of live and on-demand learning resources including webinars, workshops, and live courses, which can be accessed from anywhere at any time. These educational programs are delivered by top practitioners in the AI field, including graduates from Stanford and CMU, offering a comprehensive learning experience that focuses on building real AI products that can be used by real people. With a progression of educational levels, from an introductory course to a paid internship program at top companies for top-performing students, AI Camp provides a complete learning journey for those interested in building with AI.
The use case - AI Camp can be a valuable resource for product managers looking to acquire or deepen their understanding of the technical systems that make AI possible. By participating in their courses, product managers can gain hands-on experience with AI tools and methodologies, learn how to make data-driven decisions, and understand best practices for integrating AI into their products. They can also learn about creating AI products from a technical perspective, which can be particularly beneficial for those managing AI-centric products, those aiming to incorporate AI into their product portfolio or those hoping to become more technical. Furthermore, AI Camp's emphasis on building real-world AI products aligns with the product management practice of learning by doing, which could lead to more effective product development and management strategies. Lastly, given the opportunity to participate in internships at top companies, product managers could potentially establish industry connections and gain invaluable experience in managing AI in an enterprise context.
Functional category - end-to-end ML platform
The product - TensorFlow is a comprehensive, end-to-end machine learning platform that accelerates tasks at every stage of your workflow. It enables you to create production-grade machine learning models with options to use pre-trained models or train your own. With solutions for every skill level, TensorFlow bridges the gap between research and production. It offers tools to prepare and load data, construct machine learning models, and implement MLOps. Moreover, TensorFlow allows you to deploy models on-premise, on-device, in the browser, or in the cloud, providing versatility and flexibility in your machine learning deployment.
The use case - for product managers, TensorFlow can be a crucial asset in solving real-world problems and building machine learning applications faster. Whether it's using pre-trained models from the TensorFlow Hub for rapid prototyping, or building custom models with TensorFlow Core for specific use-cases, TensorFlow can facilitate various stages of product development. This includes data preparation, model building, deployment, and maintenance. Its ability to deploy models anywhere and at any scale means it can be integrated with various product environments, from web applications to mobile and edge devices, and servers. Furthermore, TensorFlow's active global community offers a wealth of resources and expertise, which can be invaluable for product managers navigating the complex landscape of machine learning. This could lead to more efficient product development, optimized user experiences, and informed decision-making, empowered by machine learning.
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Chronicles of the circuit circus
Why AI will save the world - by Marc Andreessen for Andreeson Horowitz. The big pull quote:
“First, a short description of what AI is: The application of mathematics and software code to teach computers how to understand, synthesize, and generate knowledge in ways similar to how people do it. AI is a computer program like any other – it runs, takes input, processes, and generates output. AI’s output is useful across a wide range of fields, ranging from coding to medicine to law to the creative arts. It is owned by people and controlled by people, like any other technology.
A shorter description of what AI isn’t: Killer software and robots that will spring to life and decide to murder the human race or otherwise ruin everything, like you see in the movies.”
They Fled San Francisco. The A.I. Boom Pulled Them Back. - by Erin Griffith for The New York Times. The big pull quote:
“The A.I. boom is also luring back founders of other kinds of tech companies. Brex, a financial technology start-up, declared itself “remote first” early in the pandemic, closing its 250-person office in San Francisco’s SoMa neighborhood. The company’s founders, Henrique Dubugras and Pedro Franceschi, decamped for Los Angeles.
But when generative A.I. began taking off last year, Mr. Dubugras, 27, was eager to see how Brex could adopt the technology. He quickly realized that he was missing out on the coffees, casual conversations and community happening around A.I. in San Francisco, he said.”
AI Prompt Engineering Isn’t the Future - Oguz A. Acar for Harvard Business Review. The big pull quote:
“... despite the buzz surrounding it, the prominence of prompt engineering may be fleeting for several reasons. First, future generations of AI systems will get more intuitive and adept at understanding natural language, reducing the need for meticulously engineered prompts. Second, new AI language models like GPT4 already show great promise in crafting prompts — AI itself is on the verge of rendering prompt engineering obsolete. Lastly, the efficacy of prompts is contingent upon the specific algorithm, limiting their utility across diverse AI models and versions.
So, what is a more enduring and adaptable skill that will keep enabling us to harness the potential of generative AI? It is problem formulation — the ability to identify, analyze, and delineate problems.”
Thanks for joining me on another Future of Product! I hope you got some value from this edition - and if not, don’t worry, we’ll be back to the normal format next week. Also, if you have any feedback on the newsletter or pod to this point please (seriously, please, I’m begging you), comment with your thoughts here on Substack - I want to make sure I’m tailoring my content to be as useful for you all as possible, plus comments show Substack that the newsletter is bringing you value.
If you missed this week’s podcast episode with Barkha Herman, founder @ South Florida Women in Technology, be sure to give it a listen (you can do that by clicking here), it’s one of the best yet and the subject matter is one that’s close to my heart. Plus, keep an eye out for next week’s podcast with Tyler Carlson, co-founder @ Resquared.
Until next time my cyborg friends.
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