Memori is an Italian company specialized in technologies applied to the memory experience through the development of Artificial Intelligences. Our mission is to bring the human dimension to the center of the creation of Artificial Intelligences, with the aim of improving people's lives.https://memori.ai/en-ushttps://memori.ai/en/blog/whats-new-in-aisuru-v9-9-3/https://memori.ai/en/blog/whats-new-in-aisuru-v9-9-3/Welcome back to the AIsuru release notes v9.9.3 ! Here you'll find new features, improvements, and bug fixes to make your AI Agents more powerful and secure 🚀 NEW FEATURES AND IMPROVEMENTS! SCORM We now have a new feature that allows users to export their Agent as a SCORM (Sharable Content Object Reference Model) package — turning your conversational agent into an interactive learning module that plugs straight into any LMS (like Moodle, Docebo, or TalentLMS). Just download the packageTue, 05 May 2026 12:51:50 GMThttps://memori.ai/en/blog/april-2026/https://memori.ai/en/blog/april-2026/Welcome back to the AIsuru release notes for April 2026! Here you'll find new features, improvements, and bug fixes to make your AI Agents more powerful and secure 🚀 🎉NEW FEATURES AND IMPROVEMENTS! Carbon footprint for users♻️ While showing message consumptions, both in the conversations archive and during the chat, we also show the total summary for the whole chat.Simply look for the ⛽️ icon after starting a conversation with an agent. As an author, you can now choose to show to yThu, 09 Apr 2026 15:35:10 GMThttps://memori.ai/en/blog/march-2026/https://memori.ai/en/blog/march-2026/Welcome back to the AIsuru release notes for March 2026! Here you'll find new features, improvements, and bug fixes to make your AI Agents more powerful and secure 🚀 NEW FEATURES AND IMPROVEMENTS! Environmental Impact of Agents 🎉 We have now added a new integration with Ecologits in the “Conversations” page in our AIsuru platform. Within the detail of a conversation, the new option “Show message consumption” allows the user to see the consumption of each messages in the chat. There, tThu, 19 Mar 2026 07:58:23 GMThttps://memori.ai/en/blog/february-2026/https://memori.ai/en/blog/february-2026/Welcome back to the AIsuru release notes for February 2026! Here you'll find new features, improvements, and bug fixes to make your AI Agents more powerful and secure 🚀 NEW FEATURES AND IMPROVEMENTS! 3D Avatars Ready player me has officially shut down💀. However we made sure to create a preset avatar selector where the user can select ready to go avatars. The categories are divided to Male and Female and they are separated by styles: Casual, Office and Funky. But fear not! Because we Wed, 25 Feb 2026 14:51:14 GMThttps://memori.ai/en/blog/mcp-persistence-your-ai-agent-now-creates-and-manages-databases-on-its-own/https://memori.ai/en/blog/mcp-persistence-your-ai-agent-now-creates-and-manages-databases-on-its-own/Imagine telling an AI agent: "manage a client directory for me with name, company, industry, last contact date, and notes." No spreadsheet to set up, no database to configure, no application to develop. The agent understands the data structure you need, creates it on its own in its database, and from that moment manages it: inserting, searching, updating, deleting. You keep talking in natural language. It works with the data. This is MCP Persistence, the new feature available on AIsuru. A datThu, 19 Feb 2026 15:28:17 GMThttps://memori.ai/en/blog/mcp-sharepoint-your-ai-agent-now-talks-to-your-business-documents/https://memori.ai/en/blog/mcp-sharepoint-your-ai-agent-now-talks-to-your-business-documents/Today we're releasing mcp-sharepoint as open source — an MCP (Model Context Protocol) server that lets any AI Agent interact directly with Microsoft SharePoint through the Microsoft Graph API. The repository is available on GitHub: github.com/memori-ai/mcp-sharepoint The problem it solves SharePoint is the document backbone of millions of companies. Procedures, manuals, contracts, technical documentation, templates: it all lives there. But when a team works with AI agents — on Claude, on AIsTue, 17 Feb 2026 11:32:49 GMThttps://memori.ai/en/blog/january-2026/https://memori.ai/en/blog/january-2026/Welcome back to the AIsuru release notes for January 2026! Here you'll find new features, improvements, and bug fixes to make your AI Agents more powerful and secure 🚀 NEW FEATURES AND IMPROVEMENTS! * We did a few updates more specifically on renaming."Preformatted text" is now called "Executable snippets" and "Context management" is now "Context variables" * We removed "Conclusive answer" and "Help question" fields from the Edit content panel. "Non casual" is now enabled by default wheWed, 14 Jan 2026 14:56:57 GMThttps://memori.ai/en/blog/december-2025/https://memori.ai/en/blog/december-2025/Welcome back to the AIsuru release notes for December 2025! Here you'll find new features, improvements, and bug fixes to make your AI Agents more powerful and secure 🚀 NEW FEATURES AND IMPROVEMENTS! * The users can now easily Drag & Drop the image or file of their choosing directly into the chat. Paste Support: you can also paste files with CMD+V (for Mac users) or CTRL+V (for Windows and Linux users). What we changed: The upload sub-menu is now a simple button, which immediately oWed, 24 Dec 2025 11:30:08 GMThttps://memori.ai/en/blog/november-2025/https://memori.ai/en/blog/november-2025/Welcome back to the AIsuru release notes for November 2025. Here you'll find new features, improvements, and bug fixes to make your AI Agents more powerful and secure 🚀 NEW FEATURES AND IMPROVEMENTS! * New languages - We have now successfully added 13 additional EU languages to our multilingual chat: Bulgarian, Croatian, Czech, Danish, Estonian, Latvian, Lithuanian, Dutch, Romanian, Slovak, Slovenian, Swedish, and Hungarian. * Visibility and layout on mobile - Fixed visibility issues on moTue, 11 Nov 2025 07:00:31 GMThttps://memori.ai/en/blog/october-2025/https://memori.ai/en/blog/october-2025/Welcome back to the AIsuru release notes for October 2025. Here you'll find new features, improvements, and bug fixes to make your AI Agents more powerful and secure 🚀 NEW FEATURES AND IMPROVEMENTS! Performance optimizations * Smart date polling - Date and time update API calls during conversation now only happen when your browser tab is active, saving resources * Prompt caching - cheaper and quicker responses. Differences between providers: * On Anthropic: 1h cache. * On Google VerFri, 17 Oct 2025 09:24:42 GMThttps://memori.ai/en/blog/september-2025/https://memori.ai/en/blog/september-2025/ Welcome to the AIsuru release notes for September 2025. Here you’ll find new features, improvements, and bug fixes to make your AI Agents more powerful and secure. 🚀 New feature: Create and export your artifacts with ease Experience the full power of Artifacts! We've revamped the UI/UX of the chat to make creating and managing content easier than ever. Plus, you can now export your markdown files directly as PDFs - perfect for documentation and sharing. We've also added a template for your Tue, 16 Sep 2025 13:06:59 GMThttps://memori.ai/en/blog/multi-llm-conversational-ai-agents-platform-for-enterprises/https://memori.ai/en/blog/multi-llm-conversational-ai-agents-platform-for-enterprises/What is an AI agent (and why it’s not just a chatbot) An AI agent is a system that understands natural-language requests, decides on a plan of action, and interacts with external tools to achieve a goal. It doesn’t just “tell you what to do”: it does it. Examples: open a ticket, update an order, write an email, extract a record from CRM/ERP, fill out a form, retrieve a document. * Classic chatbot: static Q&A, few integrations, no deep memory; * AI agent: function calling, memory, policies anMon, 25 Aug 2025 08:30:29 GMThttps://memori.ai/en/blog/august-2025/https://memori.ai/en/blog/august-2025/ Welcome to the AIsuru release notes for August 2025. Here you’ll find new features, improvements, and bug fixes to make your AI Agents more powerful and secure. 🚀 1. File upload capabilities You can now upload multiple documents and images simultaneously in the chat interface! 2. Domain-specific agent embedding Take control of where your agents can be embedded! You can now whitelist specific domains for your agents through the Layout settings. Simply navigate to the whitelisted domains sWed, 13 Aug 2025 12:47:34 GMThttps://memori.ai/en/blog/second-paper-chiriatti/https://memori.ai/en/blog/second-paper-chiriatti/1. How it all began When, at the end of 2024, Memori and Araneum helped Lenovo assemble its first server dedicated to LLMs, the idea was straightforward: see whether an open-source model could withstand a real company’s workload without relying on the cloud. That pilot, described in our first report, drew plenty of attention. Six months later we went back to the lab—this time with a more powerful machine, more mature models and a more ambitious goal: bringing enterprise-grade conversational AWed, 02 Jul 2025 15:09:48 GMThttps://memori.ai/en/blog/aisuru-vs-copilot-studio-vs-bedrock-agent-maker-vs-openai-gpts/https://memori.ai/en/blog/aisuru-vs-copilot-studio-vs-bedrock-agent-maker-vs-openai-gpts/In the rapidly evolving landscape of conversational AI, several platforms stand out for creating custom AI agents and chatbots. This report provides a detailed comparison of four notable solutions: AIsuru by Memori AI, Microsoft Copilot Studio, Amazon Bedrock Agent Maker, and OpenAI’s GPTs (custom ChatGPT agents). We examine their features, ease of use, cost, customization options, integration capabilities, AI models used, and security/privacy considerations. The analysis highlights the strengthSat, 08 Mar 2025 21:10:26 GMThttps://memori.ai/en/blog/what-is-aisuru/https://memori.ai/en/blog/what-is-aisuru/But what is AIsuru? An LLM? A chatbot? An orchestrator? And what are its sales channels? And what is the AI Academy? These are some of the questions we received at our stand at the AI FESTIVAL 2025. So here we have answered and clarified in the most concise and simple way possible. Which LLM is the platform based on? AIsuru is not a Large Language Model (LLM) itself, but a platform that can integrate different existing LLMs. The platform: * Uses proprietary natural language processing (NLPSat, 01 Mar 2025 23:09:37 GMThttps://memori.ai/en/blog/from-chatbot-to-ai-agent-aisurus-integrated-functions-transform-your-ai/https://memori.ai/en/blog/from-chatbot-to-ai-agent-aisurus-integrated-functions-transform-your-ai/Conversational artificial intelligence is revolutionizing how companies interact with customers and employees. According to Bain & Company's "Global Technology Report 2024," in Italy, 7% of small and medium enterprises (SMEs) and 24% of large companies have already implemented artificial intelligence-based solutions. But there's a big difference between a simple chatbot and a truly effective AI Agent. The key? The ability to perform concrete actions beyond simple dialogue. This is where AIsurMon, 13 Jan 2025 16:35:19 GMThttps://memori.ai/en/blog/manuela-2-0-ai-revolutionizes-technical-documentation/https://memori.ai/en/blog/manuela-2-0-ai-revolutionizes-technical-documentation/Imagine having to search for specific information in over 130 pages of technical documentation. How long would it take you? What if you could simply ask a question and get an immediate answer?  At Memori, we tackled this challenge by developing Manuela 2.0, a revolutionary system that transforms static documentation into an intelligent virtual assistant. Thanks to its integration with AIsuru, Manuela 2.0 doesn't just search for information: it understands users' questions and provides precise,Wed, 27 Nov 2024 17:30:02 GMThttps://memori.ai/en/blog/memori-team-wins-ai-hackathon-2024-aisuru-revolutionizes-online-shopping/https://memori.ai/en/blog/memori-team-wins-ai-hackathon-2024-aisuru-revolutionizes-online-shopping/We're proud to announce that the Memori team, composed of Daniel Pezzettone and Michele Parigi, has secured first place in the "AI Business Challenge" category at the International AI Hackathon 2024. The competition, sponsored by tech giants including AWS and Anthropic, brought together teams from around the world to develop innovative artificial intelligence-based solutions. AIsuru’s power in action The Memori team's success was made possible through the strategic use of AIsuru, our conversaThu, 14 Nov 2024 15:11:24 GMThttps://memori.ai/en/blog/never-trust-an-ai-llms-are-crafty-wordsmiths-a-case-study/https://memori.ai/en/blog/never-trust-an-ai-llms-are-crafty-wordsmiths-a-case-study/TL;DR: How an LLM can say everything and its opposite, and therefore needs to be governed and guided. Who am I: My name is Nunzio Fiore, and I am the CEO of Memori.ai, a company specializing in conversational artificial intelligence. We have developed a SaaS and PaaS platform that allows consumers and businesses to customize and control the responses of a conversational AI. We use LLMs to generate text but implement various strategies to control the content. During events and presentations, I Sun, 19 May 2024 10:43:50 GMThttps://memori.ai/en/blog/discover-aisuru/https://memori.ai/en/blog/discover-aisuru/ AISURU: the innovative platform that allows you to share knowledge through artificial intelligence. Companies and creators can leverage AISURU to create and manage their own AI team, integrating it into various business processes such as training, marketing and other operational areas, making these artificial intelligences active and effective members of the work team. Among the many features of AISURU, 'Deep Thinking' stands out, which provides AI with persistent memory, allowing them to Sun, 12 May 2024 20:50:31 GMThttps://memori.ai/en/blog/how-to-use-an-llm-chatgpt4-to-verify-online-presence-and-how-can-we-think-of-a-new-form-of-seo/https://memori.ai/en/blog/how-to-use-an-llm-chatgpt4-to-verify-online-presence-and-how-can-we-think-of-a-new-form-of-seo/We believe that LLMs can also be exploited to verify if your online presence accurately communicates the concepts that are most important to you. Whether it's through articles about your work, your website, social media, or blog, you want to ensure you've conveyed your key concepts effectively. Sometimes, you might assume something is understood when it's not well communicated. Therefore, a simple interaction with an LLM can be a new way to check your indexing and communication skills. Here's aSat, 30 Mar 2024 13:13:06 GMThttps://memori.ai/en/blog/the-power-of-aisuru/https://memori.ai/en/blog/the-power-of-aisuru/We can highlight several strengths of AIsuru compared to other products in the field of conversational artificial intelligence: 1. Content Customization and Control: AIsuru allows for detailed customization of content, offering users the ability to define who can receive responses, in which context, and in what language. This includes the ability to create various types of interfaces for sharing AI across different platforms, such as totems, the web, and virtual reality . 2. Integration with Tue, 26 Mar 2024 12:01:55 GMThttps://memori.ai/en/blog/new-layouts-for-the-react-and-webcomponent-libraries/https://memori.ai/en/blog/new-layouts-for-the-react-and-webcomponent-libraries/It is an exciting time for us here at Memori.ai, as we have been working hard to improve TwinCreator, and we are happy to announce some amazing new features for the React and Webcomponent libraries in our product.Fri, 09 Jun 2023 00:00:00 GMThttps://memori.ai/en/blog/conversational-artificial-intelligence-and-twincreator-a-strategic-ally-in-human-resources/https://memori.ai/en/blog/conversational-artificial-intelligence-and-twincreator-a-strategic-ally-in-human-resources/In an increasingly digitized world, artificial intelligence is radically transforming various fields, and human resources is no exception. Among the various applications of AI, conversational AI is proving to be particularly revolutionary.Thu, 25 May 2023 11:51:00 GMThttps://memori.ai/en/blog/conversational-ai-in-iot-creating-innovative-solutions-for-businesses-with-twincreator/https://memori.ai/en/blog/conversational-ai-in-iot-creating-innovative-solutions-for-businesses-with-twincreator/In this article we discuss how conversational AI, especially when made more accessible through solutions like TwinCreator, can offer tremendous opportunities in the IoT field.Wed, 24 May 2023 00:00:00 GMThttps://memori.ai/en/blog/the-evolution-of-conversation-chatbots-ai-and-what-the-future-holds/https://memori.ai/en/blog/the-evolution-of-conversation-chatbots-ai-and-what-the-future-holds/From the past of pre-programmed chatbots to the era of generative AI and TwinCreator, we discuss current trends, future possibilities, and the importance of ethical and responsible use of these powerful technologies.Fri, 19 May 2023 00:00:00 GMThttps://memori.ai/en/blog/european-communitys-ai-guidelines/https://memori.ai/en/blog/european-communitys-ai-guidelines/🌐👥 We have always believed in the power of ethical Artificial Intelligence and have committed ourselves to developing our solutions in full compliance with the European Community's AI guidelines. 🔒🇪🇺 Mon, 15 May 2023 00:00:00 GMThttps://memori.ai/en/blog/twincreator-an-overview/https://memori.ai/en/blog/twincreator-an-overview/In this article, we will analyze the features of TwinCreator and the benefits this platform can offer to companies.Wed, 03 May 2023 00:00:00 GMThttps://memori.ai/en/blog/recent-and-upcoming-api-changes/https://memori.ai/en/blog/recent-and-upcoming-api-changes/We have recently changed the Dynamic Intents API caching policy. Additionally, we are going to release soon important changes to the Open Session API that will add the user's birth date as a mandatory parameter.Wed, 19 Apr 2023 00:00:00 GMThttps://memori.ai/en/blog/twincreator-vr-is-now-available-on-applab-and-sidequest/https://memori.ai/en/blog/twincreator-vr-is-now-available-on-applab-and-sidequest/It is now possible to create a VR demo in just a few clicks!Fri, 07 Apr 2023 00:00:00 GMThttps://memori.ai/en/blog/create-a-complex-ai-in-less-than-8-minutes/https://memori.ai/en/blog/create-a-complex-ai-in-less-than-8-minutes/Thanks to our new 'smart file import' feature, creating sophisticated AIs is now easier than ever with TwinCreator.Mon, 03 Apr 2023 00:00:00 GMThttps://memori.ai/en/blog/a-new-paradigm-for-online-shopping/https://memori.ai/en/blog/a-new-paradigm-for-online-shopping/Are you ready to take your online shopping experience to a whole new level? With TwinCreator, the state-of-the-art conversational agent creation solution, you can do it.Tue, 14 Feb 2023 00:00:00 GMThttps://memori.ai/en/blog/twincreator-is-now-10-times-easier-to-use-10-times-more-effective/https://memori.ai/en/blog/twincreator-is-now-10-times-easier-to-use-10-times-more-effective/Our product strategist was playing around with one of our twins and decided to record a ‘smooth as butter’ 🧈conversation as a demo of the current power of TwinCreator.Thu, 09 Feb 2023 00:00:00 GMThttps://memori.ai/en/blog/a-human-first-approach-to-generative-ai/https://memori.ai/en/blog/a-human-first-approach-to-generative-ai/With the new ChatGPT integration, generating responses for unknown questions is faster and easier than ever before. TwinCreator's "human-first" approach to generative AI ensures that humans are always in control.Tue, 07 Feb 2023 00:00:00 GMThttps://memori.ai/en/blog/chatgpt-integration-with-twincreator/https://memori.ai/en/blog/chatgpt-integration-with-twincreator/Artificial intelligence (AI) has revolutionized the way we interact with technology, and one of its most exciting developments is the chatbot. Fri, 03 Feb 2023 00:00:00 GMThttps://memori.ai/en/blog/interoperability-and-the-metaverse-what-it-is-and-why-it-matters/https://memori.ai/en/blog/interoperability-and-the-metaverse-what-it-is-and-why-it-matters/Interoperability will be applied way beyond games, digital apparel, and a few other types of assets. It will become the foundation on top of which rich experiences across all fields will be created and shared.Fri, 23 Sep 2022 00:00:00 GMThttps://memori.ai/en/blog/a-new-content-type-for-your-conversations-meet-snippets/https://memori.ai/en/blog/a-new-content-type-for-your-conversations-meet-snippets/Now the AI's built with Memori support a code-snippets as content type.Tue, 16 Aug 2022 00:00:00 GMThttps://memori.ai/en/blog/exciting-news-for-our-tech-followers-our-api-client-is-now-public/https://memori.ai/en/blog/exciting-news-for-our-tech-followers-our-api-client-is-now-public/To all our technical followers and developers out there, we have exciting news for you! Working with the Memori API and creating sophisticated digital twins is now easier than ever, cause we just released our API client!Tue, 26 Jul 2022 00:00:00 GMThttps://memori.ai/en/blog/digital-twins-the-future-we-imagine/https://memori.ai/en/blog/digital-twins-the-future-we-imagine/A glimpse into our vision for the future of digital twins.Fri, 22 Jul 2022 00:00:00 GMThttps://memori.ai/en/blog/we-are-landing-in-decentraland/https://memori.ai/en/blog/we-are-landing-in-decentraland/We are officially landing in Decentraland! Now you can add your unique AI's to the Metaverse.Thu, 07 Jul 2022 00:00:00 GMThttps://memori.ai/en/blog/memori-joined-cubbits-next-generation-cloud-pioneers-network/https://memori.ai/en/blog/memori-joined-cubbits-next-generation-cloud-pioneers-network/We are proud to be part of Cubbit's Next Generation Cloud Pioneers network, to lead AI towards more responsible practicesWed, 06 Jul 2022 00:00:00 GMThttps://memori.ai/en/blog/we-have-partnered-with-ready-player-me/https://memori.ai/en/blog/we-have-partnered-with-ready-player-me/We're proud to partner with Ready Player Me. Now our users can create custom avatars for their AI's built with MemoryTwin and TwinCreator.Tue, 05 Jul 2022 00:00:00 GMThttps://memori.ai/en/blog/the-role-of-conversational-ai-in-the-present-and-future-of-ecommerce/https://memori.ai/en/blog/the-role-of-conversational-ai-in-the-present-and-future-of-ecommerce/A collection of statistics and predictions on the future of eCommerce and the role of conversational AIsWed, 25 May 2022 00:00:00 GMT