Data & Analytics

SIHO Research is a cutting-edge stock research and analytics firm dedicated to providing high-quality, data-driven investment insights for the Indian market. Leveraging the latest technology, including AI, ML, and both fundamental and technical analysis, SIHO evaluates and executes investment opportunities. The platform utilizes proprietary algorithms to filter and identify the best investment opportunities from over 4,500 listed companies in India. SIHO's advanced AI platform manages investment positions through a meticulously developed workflow refined over the past decade. The team comprises experienced equity analysts, AI engineers, CFAs, and MBAs, aiming to make investing simple and provide robust research services.

LiteFlowNet is an open-source, lightweight convolutional neural network specifically engineered for optical flow estimation. Released as a spotlight paper at CVPR 2018, it offers a fast and accurate solution for analyzing motion between video frames. The tool incorporates several specialized modules, including pyramidal features, cascaded flow inference with cost volume and sub-pixel refinement, a feature warping (f-warp) layer, and feature-driven local convolution for flow regularization. LiteFlowNet is known for outperforming other networks like PWC-Net while maintaining a smaller model size, making it suitable for resource-constrained environments. It has evolved into LiteFlowNet2 and LiteFlowNet3, offering further improvements in accuracy and runtime.

SafeRide Technologies Ltd, operating as Four Wheel Trends, is a comprehensive online resource for automotive enthusiasts. The platform offers the latest news on cars, trucks, and SUVs, alongside expert reviews, buying advice, and monthly car ratings. Users can find new car pricing information and browse articles by vehicle brand, covering a wide range of manufacturers from Acura to Volvo. The site also features best and worst guides for various models, automotive FAQs, and content related to repairs, towing, and accessories, aiming to help users make informed decisions about their automotive journey.

NoteBase is an AI-powered note-taking application designed to streamline the process of capturing and organizing information. It excels at converting various media types, including images, voice recordings, documents, and even YouTube videos, into editable text. This functionality allows users to efficiently create flashcards for study, generate concise summaries, or compile detailed checklists. The app offers convenient features such as translation, export options, and seamless synchronization with Notion, enhancing workflow and productivity. NoteBase aims to simplify complex information management, making note-taking smarter, faster, and more organized for a diverse range of users.

Ipsotek Ltd specializes in AI-powered video analytics, leveraging over 25 years of research and development to deliver advanced monitoring and security solutions. Their VISuite AI platform utilizes a scenario-based rule engine for real-time event detection and reporting, enhancing situational awareness through accurate, geo-tagged information. Key features include crowd management, facial recognition, intrusion detection, and forensic investigation capabilities. Ipsotek's solutions are deployed across critical infrastructure, airports, city surveillance, and commercial environments, with a proven track record of over 800 successful projects globally. The company emphasizes customized solutions and expert services, working closely with clients from design to commissioning to address real-world problems.

BestStock AI delivers institutional-quality financial data, AI-powered fundamental analysis, and real-time market signals for U.S. equities, democratizing access to insights previously reserved for Wall Street. The platform processes thousands of data points per second from 10-K filings and earnings call transcripts to surface market-moving signals. It offers complete U.S. equity financials, real-time earnings call transcripts, and curated research from top-tier investment banks. BestStock AI combines quantitative analysis with interactive visualization tools, supporting smart portfolio construction, strategy analysis, and risk management through statistical models and machine learning. It helps investors identify opportunities and optimize investment strategies.

Aganova specializes in advanced water leak detection and pipeline inspection for large-diameter water networks. Leveraging smart devices and sophisticated AI analysis, the platform offers rapid and precise assessments of pipe integrity and water leakage. Since its inception in 2016, Aganova's innovative solutions have significantly contributed to global water conservation efforts, saving millions of cubic meters of water. The company offers solutions for Non-Revenue Water (NRW) using acoustic and electromagnetic technology for leak detection, and Pipe Condition Assessment to identify issues like cracks and corrosion early. Key technologies include Nautilus for in-line inspection, Nemo for AI-driven project management, and Jabega for CCTV and acoustic condition assessments.

Assisty.ai is an advanced inventory management and optimization tool specifically designed for Shopify stores. It helps merchants streamline operations by providing accurate demand forecasting, efficient inventory replenishment, and multi-location inventory tracking. Users can monitor sales and inventory effortlessly, utilize customizable reports, and automate data exports to save significant time on inventory management. The platform also offers product performance analytics, enhanced spreadsheet integration, and automated report scheduling, ensuring businesses can make data-driven decisions to prevent shortages, avoid excess inventory, and reorder at the perfect time with ideal quantities.

DataforAll offers a comprehensive solution for businesses to manage and leverage their data effectively. Through its Co-Pilot, users can organize, integrate, and operate their data in a conversational manner, streamlining processes from data connection to insight generation. The platform is designed to empower users to interact with their data under their own rules, facilitating data-driven decision-making. It aims to transform how businesses approach data management by providing intuitive tools for integration and operational intelligence, ensuring that data is not just stored but actively utilized for strategic advantage.

JPG to TextVerified is a free online OCR (Optical Character Recognition) tool designed to accurately extract text from various image formats, including JPG, PNG, and others. It converts images into editable text, eliminating the need for manual typing. The tool utilizes advanced OCR technology to quickly process images, even low-resolution or blurry ones, and can identify complex mathematical equations. It supports over 50 languages and allows users to download extracted text in .txt format or copy it to the clipboard. JPG to TextVerified is web-based, accessible from any device, and offers both free and premium plans with features like batch processing and ad-free conversions.

Chargezoom is an AI-native Accounts Receivable (AR) platform designed to automate and optimize the entire AR process. Embedded directly into leading accounting and ERP systems like QuickBooks and NetSuite, it provides autonomous accounting workflows and real-time cash flow intelligence. The platform helps businesses get paid faster by automating invoicing, recurring billing, and payment collection, including credit cards, ACH, and e-checks. It also offers a customer portal for self-service and a PCI-compliant credit card vault for secure payment storage. By leveraging AI, Chargezoom aims to reduce manual tasks by up to 50% and potentially lower payment processing fees by up to 40%, making it ideal for businesses looking to streamline their financial operations and improve cash flow.

Camros Tech offers comprehensive data analytics, AI services, and custom solution development to help businesses streamline and automate their operations. With a team boasting decades of experience in data science, software engineering, and business intelligence, they provide tailored solutions for various industries including Telecom, Fintech, Health, Energy, and Logistics. Their services range from building data platforms and business intelligence systems to developing AI-driven solutions and cloud-native software. They also offer products like SmartMarket for AI-driven location intelligence and EVA Assistant for AI conversational support, aiming to drive growth and efficiency for small to medium-sized businesses.

StemGNN is an open-source implementation of a Spectral Temporal Graph Neural Network designed for multivariate time-series forecasting. Developed by Microsoft, this tool is implemented in Python and optimized for Ubuntu 18.04.2 LTS. It allows users to train and evaluate models on diverse datasets, including traffic flow (PEMS03, PEMS04, PEMS07, PEMS08, METR-LA, PEMS-BAY), solar power, electricity consumption, ECG data, and COVID-19 case numbers. The repository provides detailed instructions for setting up a virtual environment, installing dependencies, and running training and evaluation procedures with customizable parameters such as window size, prediction horizon, and normalization methods. It also includes pre-cleaned ECG data for convenience.

Tagger is an open-source implementation of a Named Entity Recognizer (NER) that delivers state-of-the-art performance across four CoNLL datasets: English, Spanish, German, and Dutch. A key differentiator is its ability to achieve this high level of accuracy without relying on any language-specific knowledge or external resources like gazetteers. The tool provides a straightforward command-line interface for tagging sentences using pre-trained models or for training custom models with user-provided datasets. It requires Python 2.7 with Numpy and Theano installed, making it accessible for researchers and developers familiar with these environments. The project is hosted on GitHub under an Apache-2.0 license, encouraging community contributions and further development.

HeritCoin is an AI-powered coin identification application designed for numismatists, coin collectors, enthusiasts, and amateurs. The app boasts a 99.9% recognition accuracy, allowing users to quickly identify coins and banknotes by simply taking or uploading a picture. Beyond automated identification, HeritCoin provides access to expert appraisal services for more precise evaluations of currency condition and value. Users can also create 3D collections of their coins and maintain a wishlist. The app supports multiple languages and is available on both the App Store and Google Play, making it a comprehensive tool for managing and learning about coin collections.

EyesOff is an innovative on-device AI solution designed to enhance digital privacy by detecting "shoulder surfers." This application leverages artificial intelligence directly on your device to identify when someone is looking over your shoulder at your screen. By processing visual data locally, EyesOff provides real-time alerts or takes protective actions, such as blurring or locking the screen, without sending sensitive information to the cloud. It's an essential tool for individuals and professionals who handle confidential data in public or shared environments, offering an extra layer of security and peace of mind against unauthorized viewing. Its local processing ensures sensitive data remains private, making it a robust solution for data protection.

Tomat.AI is a powerful data analysis tool designed to automate Excel and CSV workflows using AI. It provides a visual, step-by-step interface for cleaning, extracting, summarizing, and performing sentiment analysis on data. Users can build reusable visual workflows to clean, merge, pivot, and restructure Excel or CSV files without needing formulas or code. The application runs locally on your machine, ensuring data privacy and security. It supports bulk web research, enrichment, and cleanup with AI, allowing users to apply prompts to thousands of rows. Tomat.AI also offers instant data quality insights, unique value distribution, and key statistics, with the ability to create charts and export reports as PDFs.

OutlierDB is an advanced Brazilian Jiu-Jitsu analytics platform designed to elevate your grappling game. It provides professional match analyses, allowing users to dive deep into strategies and techniques used by top athletes. The tool features an AI-powered search engine to discover effective training sequences and technique breakdowns, making it easier to learn and apply new skills. With hashtag-based filtering, users can efficiently navigate the extensive database of BJJ content. OutlierDB aims to enhance training by offering data-driven insights into submissions, guards, and passes, catering to BJJ practitioners looking to refine their approach.

ManyMangoes Australia specializes in delivering "impossible" enterprise AI solutions within a rapid 6-week timeframe, specifically targeting Australian CTOs and technology leaders. Operating as a "Skunkworks-as-a-Service," the company tackles high-ambition, high-uncertainty initiatives, allowing internal engineering teams to focus on business-as-usual operations. They address common challenges like "BAU Quicksand," "PoC Graveyards," and the "Data Rich, Insight Poor" paradox by building solutions at the intersection of Data, AI, and Automation. ManyMangoes offers a "Tiger Team" Sprint engagement model, providing a dedicated senior engineering pod, sovereign IP transfer, production-grade architecture, and comprehensive documentation. They also include 3 months of post-deployment bug support and an "AI Feasibility" Roadmap, backed by a "Week-1 Walkaway Guarantee" for risk-free engagement.

Prewave.ai is a leading AI-powered platform for supply chain intelligence, trusted by industry leaders to enhance resilience and ensure compliance. The platform simplifies millions of risk events, across various languages and networks, into focused, actionable alerts. It offers solutions for sustainability due diligence, product and environmental compliance, ESG and carbon reporting, and proactive resilience. Key features include monitoring and alerting, multi-tier management, scoring, and integrations. Prewave helps businesses stay ahead of new directives and regulations, offering faster response times with AI-based alerts and significantly reducing effort for due diligence.

finbrain is an AI-powered expense tracker specifically designed for managing real-life cash spending. Users can easily log their expenses in either English or বাংলা, and even input multiple expenses within a single message. The tool provides instant budget updates, incorporating carryover functionality to ensure accurate financial tracking. It also offers weekly insights and trends to help users understand their spending habits, along with features for tracking savings goals and motivational prompts. A key differentiator is that finbrain does not require bank linking, prioritizing user data privacy and offering a secure way to manage personal finances.

Nucleum AI is an innovative platform designed to democratize algorithmic trading by enabling users to create sophisticated trading strategies through natural language conversations with AI. This no-code solution eliminates the need for programming skills, making advanced trading accessible to a wider audience. Users can define entry conditions based on indicators like RSI or price action, and instantly backtest their strategies to validate performance. The platform also offers real-time trading signals, ensuring users never miss potential profit opportunities. Beyond strategy creation, Nucleum AI provides features like coin tickers, portfolio monitoring, and crypto news, all within its app, empowering users to manage their financial performance effectively.

Bringtable offers a comprehensive solution for both job candidates and hiring teams, focusing on AI-powered interview practice and structured hiring. Candidates can rehearse interviews with realistic prompts and receive immediate, clear AI feedback to refine their answers before actual interviews. For hiring teams, Bringtable standardizes the interview process by providing shared scorecards, structured prompts, and consistent evaluation criteria. This ensures every candidate is assessed against the same bar, streamlining scheduling, reviews, and tracking interview outcomes over time. The platform aims to reduce guesswork in hiring and improve the overall quality of interview loops.

OutlierDB is an advanced analytics platform specifically designed for Brazilian Jiu-Jitsu practitioners and enthusiasts. It offers professional match analyses, allowing users to dive deep into BJJ strategies and techniques. The platform features an AI-powered search engine to discover effective training sequences and technique breakdowns, helping users elevate their game. With hashtag-based filtering, users can easily navigate through the extensive database of BJJ content. OutlierDB aims to be a comprehensive resource for BJJ training and analysis, providing valuable insights for improving performance.