Research & Education

OtimizAI is a technology startup incubated at the University of Brasília, specializing in leveraging artificial intelligence for intelligent data use. The company transforms raw data into strategic insights, enabling businesses to make informed decisions. OtimizAI offers a range of AI solutions including interactive dashboards, advanced Natural Language Processing, integration of LLM and RAG for corporate services like intelligent chatbots, and vector database management. They also provide intelligent process automation, predictive analytics for decision-making, and computer vision capabilities such as image/video analysis and generative AI for media creation. As a Microsoft for Startups partner, OtimizAI ensures access to cutting-edge AI services and technology.

Oxolo is an AI-powered tool designed for construction professionals to streamline site documentation. Users can record voice notes, photos, and videos directly on-site, even offline. The AI transcribes these recordings, detects decisions, creates tasks with priorities and assignees, and identifies change orders or delays. It then auto-generates legally proofed and branded site reports in PDF or Word format. Key features include voice recording with multi-language transcription, AI-generated structured reports, automated task management, evidence collection with GPS and timestamps, and team collaboration. Oxolo aims to reduce the time spent on administrative tasks, allowing teams to focus more on building.

Summary Box is an AI copilot designed to enhance your web experience by providing summarization, writing, and chat functionalities across web pages and uploaded documents. It utilizes state-of-the-art abstractive AI to understand information and generate summaries in its own words, rather than just extracting sentences. Key features include automatic article detection, a summary length slider, and quick bookmarks for saving summaries. For premium users, it offers a time saved tracker, advanced AI translation, and the ability to generate test questions based on content. Available as a browser extension and a web dashboard, it supports summarizing PDFs and Google Docs, making it ideal for students, professionals, and researchers.

dr-doc-search is an open-source tool designed for conversational interaction with PDF documents. Built with GPT-3, it allows users to ask questions and extract specific information from books and other PDF files. The tool supports both OpenAI and HuggingFace models for generating embeddings and answers, offering flexibility in its application. It requires an initial training process to create an index and generate embeddings for the PDF, after which users can query the document via a command-line interface or a web application. This simplifies document analysis and research by providing an interactive way to access information within large texts.

Text Generator is an open-source AI Assistant Tool designed for Obsidian, bringing the power of Generative Artificial Intelligence to knowledge creation and organization. Users can leverage it to generate ideas, craft attractive titles, create summaries, develop outlines, and produce entire paragraphs based on their existing knowledge database. The plugin supports various AI providers, including OpenAI, Anthropic, Google Generative AI (Gemini-Pro), and HuggingFace, offering highly flexible configuration through Frontmatter. It also features a template engine for repetitive tasks and community templates for discovering new use cases. The plugin is free, open-source, and integrates seamlessly with Obsidian's powerful and extensible Personal Knowledge Management system.

Cogram is an AI-native platform specifically designed for architects and engineers, offering a suite of tools to enhance project documentation, collaboration, and design processes. It addresses the challenges of outdated software by providing AI-powered solutions for tasks such as RFI and submittal management, automated meeting minutes, email filing, and field reports. The platform integrates with existing AEC tools like Procore, Deltek, Unanet, Microsoft Teams, Outlook, Autodesk, Zoom, and Google Meet, ensuring compatibility with current workflows. Cogram emphasizes data security with SOC 2 Type II certification and offers flexible deployment options, including hybrid cloud. It aims to improve efficiency by automating repetitive administrative tasks, saving users several hours per week.

Elicit is an AI-powered research assistant designed to significantly enhance the efficiency and evidence-based nature of scientific research. It allows users to search over 138 million academic papers and 545,000 clinical trials using semantic search, eliminating the need for precise keywords. The tool can generate high-quality research reports, customizable to specific papers and information, and supports systematic literature reviews by automating screening and data extraction, potentially saving researchers up to 80% of their time. Elicit also offers features like a personal library for organizing sources, alerts for new research, and an API for integrating its search and report generation capabilities. It emphasizes accuracy, transparency with sentence-level citations, and goes beyond simple chat to provide interactive tables and multi-step workflows.

DailyWit is an AI-powered news service designed to provide short, factual world news with a unique, witty, and sarcastic tone. It aims to summarize geopolitical and travel news for busy adults, making it enjoyable and quick to consume. The platform focuses on delivering updates in approximately two minutes, ensuring users stay informed without feeling overwhelmed. DailyWit differentiates itself by offering a lighter, more engaging alternative to traditional news feeds, free from ads and boring content. It's ideal for those who want to stay updated on current events but prefer a humorous and concise delivery.

Lateral was a research tool that aimed to streamline the process of literature reviews for academics and researchers. It provided functionalities to seamlessly search, save, and organize findings extracted from research papers, helping users complete their research up to 10x faster. The platform was designed to enhance scientific collaboration and discovery, exploring new possibilities with the emergence of large language models (LLMs). However, Lateral has been sunset on June 26, 2025, with sign-ups now closed. The team is transitioning to a new open-source platform, coordination.network, which will offer expanded research capabilities and new ways to support and connect researchers.

NewsForYou is an AI-powered news curation service designed to save users time by delivering personalized news briefings. It leverages artificial intelligence to filter through more than 200 trusted sources, providing a concise daily summary tailored to individual interests. The platform aims to reduce the time spent scrolling through news feeds, offering a smart news experience in approximately five minutes per day. NewsForYou offers a free 7-day trial, allowing users to experience its tailored news delivery without requiring a credit card. It focuses on delivering only the most relevant information, helping professionals and individuals stay informed efficiently.

Polaris Office AI is a comprehensive document solution designed to streamline document work with integrated AI capabilities. It supports a wide range of formats including HWP, PDF, and MS Office, allowing users to manage all their documents in one place. The platform offers AI-powered features for tasks such as summarizing, translating, creating presentations, generating images, and transcribing audio. Available across Windows, Mac, Android, iOS, and web, Polaris Office AI ensures seamless document access and editing from any device. It also includes collaboration tools, cloud storage with Polaris Drive, and various subscription plans to cater to individual and business needs, enhancing productivity for diverse users.

WebQuery is an AI-powered tool designed to enhance web understanding by allowing users to interact directly with online articles. Users can upload single or multiple links, and the platform processes the content to create a conversational interface. This enables users to ask questions about the article's content, with ChatGPT's AI providing detailed answers based on the information within the registered links. This feature is particularly useful for quickly extracting necessary information, gaining new perspectives, and achieving a deeper understanding of articles without needing to read them in their entirety. It offers both a free basic plan and a premium subscription for more extensive use.

Sun App is an AI-powered platform designed to create, explore, and learn with audio courses on any topic. It allows users to generate intelligent audio courses from a single prompt, transforming books or subjects into engaging auditory learning experiences. The platform offers customization options for course duration, narrator voice, lecture pacing, and language, providing a tailored learning environment. Beyond course generation, Sun App enables users to ask questions and receive context-aware answers, fostering deeper understanding and interaction with the material. This tool is ideal for anyone looking to quickly produce and consume educational content in an audio format.

Shortify is an AI-powered summarization tool designed to save users time by quickly condensing various forms of content. It can summarize articles, YouTube videos, and PDFs, making it ideal for processing large amounts of information efficiently. The tool integrates seamlessly into existing workflows, allowing users to summarize content from any app by simply tapping the 'Share' button and selecting Shortify. Key use cases include clearing reading backlogs, understanding long blog posts, getting the essence of articles before committing to a full read, and extracting information from cluttered websites by skipping ads and plugins. Shortify offers options for even shorter summaries, sharing capabilities, and tracks time saved. It emphasizes user privacy, collecting no personal data and avoiding third-party trackers or ads, with no account signup required.

MaxAI.me is an AI productivity tool designed to integrate powerful AI capabilities directly into your web browsing experience. It enables users to summarize, search, explain, analyze, translate, and write across any webpage, saving significant time daily. The tool leverages advanced AI models such as o1, GPT-4o, Claude-3.5, and Gemini-1.5 to provide instant insights, answer questions, and assist with content creation. Key features include summarizing YouTube videos and PDFs, analyzing images, and offering AI-powered chat with web content. It also provides writing assistance for emails and social media, and can generate images from text. Available as a Chrome and Edge extension, MaxAI.me aims to make users more productive by streamlining reading, writing, and research tasks.

YTSummary is an AI-powered tool designed to quickly generate summaries of YouTube videos, helping users save time and learn efficiently. It offers various summarization modes, including an Outline mode for brief overviews with key highlights, a Mind Map feature for visual representation of interconnected points, and a Segment Mode that provides detailed, timestamped summaries aligned with video chapters or key moments. The tool supports summarizing videos of any length, offers multi-language support, and allows users to export summaries in various formats. It also includes summary history tracking and sharing capabilities, making it a comprehensive solution for students, researchers, marketers, and content creators.

Queso is an AI-powered learning tool designed to make online learning interactive and engaging. It helps users move beyond passive consumption by embedding questions directly into YouTube videos, PDFs, and webpages. The tool offers features like 'Timed Mode' for periodic understanding checks and 'Inline Mode' for questions integrated directly into the content. Queso also provides effortless notetaking with whiteboarding and mindmapping tools, allowing users to clip content and summarize it with AI. Its AI Copilot acts as a personal learning assistant, offering contextual help to understand and master new concepts, making it a comprehensive solution for active learning.

FreeEssayWriter.AI is an advanced AI-powered tool designed to help students generate high-quality, plagiarism-free essays and academic papers instantly. Users can input their topic, select paper type, word count, academic level, and citation style (APA, MLA, Chicago, etc.) to receive a complete essay or an outline. The tool leverages scholarly resources and an updated database to ensure fresh and relevant content. It supports various essay types, research papers, summaries, case studies, lab reports, and personal statements. FreeEssayWriter.AI aims to simplify academic life by saving time, managing assignments effectively, and providing learning examples, all without requiring sign-up or payment.

TiniText is an AI utility designed to transform spoken conversations into clear, organized text. It offers speaker-labeled transcripts, making it easy to follow who said what. Beyond simple transcription, TiniText generates concise meeting notes, comprehensive summaries, and actionable insights, all powered by advanced AI diarization. The tool aims to provide clarity from conversations, making it useful for anyone needing to process and understand spoken interactions efficiently. While currently undergoing maintenance, its core functionality focuses on delivering fast, simple, and no-nonsense audio processing.

Bizmorphic Research specializes in bridging the gap between cutting-edge academic AI research and practical enterprise applications. They develop and implement intelligent, scalable, and replicable AI systems to empower businesses. Their offerings include AI products such as Wisemelon, an intelligent customer experience (CX) platform, and Resfeld, which uses AI to simplify and speed up research by organizing, analyzing, and presenting insights. Bizmorphic also provides core AI and engineering solutions, derived from their ongoing research, and offers research-driven AI consultation to help businesses strategically plan and integrate AI, effectively cutting down time to launch and avoiding potential pitfalls. They focus on research areas like Graph Neural Networks, Customer Intelligence, Marketing Intelligence, Intelligent Automation, Document Intelligence, and Reasoning LLMs.

ChatGPT-Line-Bot is an open-source project designed to seamlessly integrate OpenAI's ChatGPT and DALL-E 2 models directly into the Line messaging application. Users can engage in text-based conversations with ChatGPT by simply typing messages, and generate images using DALL-E 2 by typing '/imagine' followed by a prompt. The bot also supports voice input, automatically transcribing speech to text for ChatGPT interaction. Additionally, it offers features like summarizing YouTube video content and news articles from various sources. Users can register their own OpenAI API tokens, set custom system messages for ChatGPT's role, and clear chat history. The project provides detailed setup instructions for deployment on platforms like Replit, making it accessible for individuals looking to customize their Line experience with AI capabilities.

Smart PDFs is an AI-powered tool designed to efficiently summarize PDF documents. Users can upload any PDF and receive a quick, clear, and easily shareable summary. This tool leverages advanced AI, specifically Llama 3.3 on Together AI, to process documents and extract key information, making it ideal for anyone needing to grasp the core content of lengthy PDFs without extensive reading. It aims to streamline the process of understanding complex documents, offering a free solution for instant summarization.

Reelay is an enterprise-graded, patent-protected AI meeting notetaking tool designed for large corporations, ensuring compliance with SOC 2, ISO, and GDPR standards. It automates meeting participation, captures video and audio, and generates precise notes, instant AI summaries, and searchable videos. The platform helps teams save time and reduce costs by managing administrative tasks, identifying and tracking action items, and facilitating post-meeting follow-ups with automated email recaps. Reelay integrates seamlessly with popular platforms like Zoom, Microsoft Teams, Google Meet, Outlook, and Slack, offering features like real-time transcription, file imports, and robust admin controls for user provisioning and access management.

Speechmatics is an AI speech technology company providing advanced solutions for enterprises, including highly accurate speech-to-text, real-time translation, and text-to-speech components. Their models are designed to understand diverse voices and accents across more than 55 languages, helping businesses leverage voice data effectively. The platform offers low-latency speech-to-text for multilingual, multi-speaker conversations and lifelike, human-sounding text-to-speech with sub-150ms latency. Speechmatics supports real-time voice agents, enabling developers to build agents that listen, understand, and respond naturally. The technology is deployable in cloud, hybrid, or on-premise environments, ensuring data privacy and control. It serves various industries such as media, healthcare, contact centers, finance, legal, and education.