Search results for Without Code

The AISE TensorFlow 1.10 Python 3.6 CUDA 9.2 Notebook is a pre-configured, fully integrated runtime environment designed for machine learning and deep learning applications. It combines TensorFlow 1.10, Python 3.6, and CUDA 9.2, providing a robust platform for developing and deploying complex models. This environment is optimized for high-performance execution, ensuring efficient training and inference processes. Key Features and Functionality: - TensorFlow 1.10 Integration: Offers the capabilities of TensorFlow 1.10 for building and training machine learning models. - Python 3.6 Support: Utilizes Python 3.6, ensuring compatibility with a wide range of libraries and tools. - CUDA 9.2 Compatibility: Leverages CUDA 9.2 to accelerate computations on NVIDIA GPUs, enhancing performance for deep learning tasks. - Jupyter Notebook Interface: Includes Jupyter Notebook, providing an interactive environment for code development and visualization. - Pre-installed Libraries: Comes with essential libraries such as Keras and cuDNN, facilitating seamless development and deployment of neural networks. Primary Value and Problem Solved: This notebook environment addresses the challenges of setting up and configuring a deep learning workspace. By offering a ready-to-use platform with integrated tools and libraries, it allows data scientists and developers to focus on model development and experimentation without the overhead of environment setup. The inclusion of CUDA 9.2 ensures that users can fully exploit GPU acceleration, leading to faster training times and more efficient workflows.

SatSure Sparta is an open-innovation data platform that integrates satellite imagery with diverse datasets—including weather, IoT, social, and economic data—to deliver timely, location-specific, and actionable insights. Designed for agritech companies, agrifood corporations, and financial services firms, it enables users to build and scale agricultural advisory and farm management solutions without the need to develop in-house remote sensing capabilities. Key Features and Functionality: - Data Product Platform: Hosts analytical-ready data products derived from satellite imagery, machine learning, and big data analytics, offering actionable insights across industries. - Low-Code APIs and Tools: Provides low-code APIs, SDKs, and tools equipped with pre-built components and templates for rapid development of customized solutions. - Tailored Solutions: Adopts a customer-centric approach to deliver solutions tailored to each client's unique needs, driving value and success. - Diverse Data Products: Offers continuous monitoring capabilities of vegetation and environment for both historical and near real-time analysis. Primary Value and User Solutions: SatSure Sparta addresses the challenge of accessing and interpreting complex remote sensing data by providing a user-friendly platform that delivers actionable insights. It empowers agribusinesses to enhance decision-making processes, optimize resource allocation, and improve operational efficiency. By eliminating the need for in-house remote sensing expertise, it enables rapid scaling and innovation, ultimately contributing to increased productivity and sustainability in the agricultural sector.

OmmaVQ is a secure, cloud-based video personalization platform that transforms static communication into dynamic, data-driven video experiences. It enables hyper-personalized, interactive videos by merging real-time data sources directly on the client device—no pre-rendering required—ensuring up-to-the-moment relevance in every frame. With the simplicity of uploading your content and integrating it with structured data, brands can upload a video, link their data, and publish embedded experiences across web portals, apps, emails, and more using just a single line of code. OmmaVQ supports interactivity with widgets, surveys, CTAs, and feedback forms embedded directly in the video to boost engagement and data capture.  Every interaction is measured through detailed behavioral analytics, offering actionable insights to optimize performance and elevate ROI. By design, data privacy is built in: OmmaVQ operates without accessing or storing your underlying databases, ensuring compliance with GDPR, DPA, and other regulations. Its flexible pay‑as‑you‑go model lets organizations experiment with small segments and scale rapidly as impact grows. Serving diverse sectors—from finance and FMCG to telecom, insurance, MLM, and fashion—OmmaVQ empowers personalized communication across industries. Global brands like Philip Morris, Avon and Sodexo have already seen measurable improvements in video engagement, conversion, and recall through tailored experiences.

GoodGist is an innovative platform that empowers businesses to automate complex workflows through Agentic AI technology. By deploying intelligent agents capable of reasoning, planning, and acting autonomously, GoodGist streamlines operations across various industries, enhancing efficiency and adaptability without the need for coding. Key Features and Functionality: - Agentic AI Automation: Utilizes multi-agent AI systems to automate intricate tasks, enabling dynamic decision-making and real-time adaptability. - No-Code Workflow Creation: Allows users to design and implement automation workflows using natural language instructions, eliminating the need for programming expertise. - Industry-Specific Solutions: Offers tailored automation for sectors such as manufacturing, logistics, insurance, and more, addressing unique operational challenges. - Human-in-the-Loop Integration: Incorporates human oversight where necessary, ensuring critical decisions are reviewed and approved, blending AI efficiency with human judgment. - Continuous Learning and Adaptation: AI agents learn from user feedback, continuously improving performance and adapting to evolving business needs. Primary Value and Problem Solving: GoodGist addresses the limitations of traditional automation tools by providing a flexible, intelligent solution that adapts to complex and changing environments. It eliminates repetitive manual tasks, reduces errors, and enhances decision-making processes. By integrating seamlessly with existing systems and requiring no coding, GoodGist democratizes access to advanced automation, enabling businesses to focus on strategic initiatives and drive growth.

GlobalSeo is an AI-powered platform designed to seamlessly translate websites into 94 languages, enhancing international visibility and driving organic traffic growth. By automating the translation process, GlobalSeo eliminates the need for manual efforts, offering a cost-effective solution that integrates effortlessly with any web-based technology. With a simple setup requiring just a small code addition, businesses can localize their content efficiently, ensuring a broader reach and improved user engagement. Key Features and Functionality: - Automated AI Translations: Utilizes advanced AI models to provide high-quality translations across 94 languages. - SEO Optimization: Ensures translated pages are indexed by search engines, enhancing global search visibility. - Flexible Pricing: Offers a pay-as-you-go model at $0.001 per word, with no subscription fees, catering to various business sizes and needs. - Easy Integration: Compatible with any CMS or framework, requiring minimal setup time. - Customization Options: Provides add-ons like subdomains and subdirectories to tailor the translation experience. Primary Value and Solutions: GlobalSeo addresses the challenges of website localization by offering an automated, efficient, and affordable solution. It enables businesses to expand their reach to international markets without the complexities and costs associated with manual translations. By improving multilingual SEO, companies can attract a diverse audience, increase engagement, and drive revenue growth. The platform's user-friendly integration and flexible pricing make it accessible for businesses of all sizes, ensuring a smooth transition to a global online presence.

OpenGPT is an innovative platform that enables users to create and deploy customized ChatGPT applications swiftly and effortlessly. By leveraging OpenAI's advanced language models, OpenGPT allows individuals and businesses to develop AI-driven solutions tailored to their specific needs without requiring extensive programming knowledge. Key Features and Functionality: - Rapid Application Development: Users can design and launch personalized ChatGPT applications within seconds, streamlining the development process. - Diverse Application Templates: OpenGPT offers a wide array of pre-built templates across various categories, including productivity tools, copywriting assistants, lifestyle and entertainment apps, and code assistants, facilitating quick customization. - User-Friendly Interface: The platform provides an intuitive interface that simplifies the creation and management of AI applications, making it accessible to users with varying technical backgrounds. - Scalable Solutions: OpenGPT supports the development of applications that can scale to meet the demands of both individual users and large organizations. Primary Value and User Solutions: OpenGPT addresses the challenge of developing AI-powered applications by offering a no-code or low-code solution that democratizes access to advanced language models. It empowers users to harness the capabilities of ChatGPT for various purposes, such as automating customer support, generating content, providing personalized recommendations, and more. By reducing the complexity and time associated with AI application development, OpenGPT enables users to focus on innovation and efficiency, ultimately enhancing productivity and user engagement.

Tantl is a software platform designed to simplify the creation and management of internal workflows and event-driven notifications for businesses. By offering a low-code API, Tantl enables developers to build internal processes, such as allowing customer support representatives to efficiently process refunds, with minimal coding effort. Additionally, the platform allows teams to quickly build business events and alerts on top of their data without relying on a developer. Users can connect to data resources like Postgres or BigQuery and start receiving targeted notifications in communication tools such as Slack, Discord, or Microsoft Teams. Key Features and Functionality: - Low-Code API: Provides a streamlined interface for developers to create internal workflows, reducing the need for extensive coding. - Event Notifications and Alerts: Enables teams to build and manage business events and alerts based on their data sources. - Data Integration: Supports connections to various data resources, including Postgres and BigQuery. - Multi-Platform Notifications: Delivers targeted notifications to popular communication platforms like Slack, Discord, and Microsoft Teams. Primary Value and User Solutions: Tantl addresses the challenge of building and managing internal workflows and event-driven notifications by offering a low-code solution that minimizes the need for extensive development resources. This empowers teams to implement and modify internal processes swiftly, enhancing operational efficiency. By integrating with existing data sources and communication tools, Tantl ensures that relevant stakeholders receive timely and targeted information, facilitating better decision-making and responsiveness within organizations.

Dokly is a modern documentation platform built for developer teams who want professional docs without the complexity of static site generators or self-hosted solutions. What Dokly Does Dokly provides a browser-based editor where teams write documentation using MDX (Markdown + React components). Content publishes instantly to a hosted documentation site with your own subdomain or custom domain. Key Capabilities - AI assisted writing. - Browser-based MDX editor — No local setup required. Write docs with rich components like code blocks, callouts, tabs, and API references. - Instant publishing — Changes go live in seconds with automatic caching and CDN distribution. - Custom branding — Match your docs to your brand with custom domains, logos, and themes. - Built-in search — Fast client-side search across all documentation. - Analytics — Track page views and understand how users navigate your docs. - GitHub authentication — Secure team access with OAuth. Who Uses Dokly - Developer tools companies documenting APIs and SDKs - SaaS teams creating product documentation and help centers - Open source projects needing hosted docs Why Teams Choose Dokly Unlike static site generators, Dokly requires no build pipeline or deployment config. Unlike wikis, it produces polished public-facing documentation. Teams get the flexibility of MDX with the simplicity of a hosted platform.

Firux Pay is a Colombian platform that helps businesses confirm digital payments without relying on screenshots, and run their sales and collections from one place. Payment Verifier (from COP 19,000 a month, no per-transaction fee, 7-day free trial): - Instant alerts for every transfer that reaches the business's own bank account, based on the bank's official notice: a sound on the cash screen, WhatsApp or API. - Cash closing and Excel reports, outflows and expenses by category, team users, reconciliation of each payment against its sale, and Siigo and Alegra sync. - Payment orders by API: each installment or invoice with your own reference, confirmed automatically with signed webhooks. Bre-B Payments (1% + VAT per payment): - A dynamic QR code per sale, a fixed static QR for the counter, payment links and charges by WhatsApp, with automatic confirmation in seconds and same-day withdrawals. - Recurring charges with reminders, an online catalog and menu with orders, bookings with payment, split payments between accounts, and multi-location and white label for chains. Included across plans: customer loyalty with Google Wallet (stamps, referrals, birthdays and memberships), digital gift cards, a link-in-bio page, a role-based dashboard, reports, and a REST API with signed webhooks for POS, ERP and e-commerce integrators. Coming soon: payouts to suppliers and payroll, and dynamic Bre-B keys for mobile payments. Built for shops, restaurants, distributors and companies in Colombia that receive many transfers a day.

Temari.et is a school management system for Ethiopian schools from KG to Grade 12, made in Addis Ababa. Everyone at the school signs in to their own screens, on the web or in the Android app. Directors and principals open a home screen showing who is absent today, which mark sheets are waiting for their approval, and how much has been collected and how much is still owed, for one branch or all of them. Registrars register students and place them in sections. They also handle transfers and year-end promotion, and print transcripts and letters with a QR code that anyone can scan to check the paper is genuine. Teachers take attendance, enter continuous assessment marks, set quizzes and assignments, and write lesson plans in the Ministry of Education format for the director or principal to approve. In the finance office, fees are invoiced on the Ethiopian months, scholarships and sibling discounts are applied, and every recorded payment produces a receipt. HR and the storekeeper keep staff files, leave, payroll under Ethiopian tax and pension rules, stock and textbook lending on the same system. Parents follow attendance, results and fees on their phone. Those without a smartphone get an SMS. Dates follow the Ethiopian calendar and names follow the patronymic order. The government roster comes out in the bureau's format from the marks teachers already entered, so nobody copies marks onto a second sheet. Temari.et is INSA certified and used by 19 schools, and each school has a named support person.

The MindOps is an AI workforce platform designed to streamline and enhance modern business operations. It enables organizations to design, deploy, and manage AI agents that handle support, sales, and back-office workflows, allowing for rapid implementation and scalability across teams while maintaining human oversight. Key Features and Functionality: - No-Code Agent Studio: Create, test, and deploy AI agents using natural language prompts without the need for coding expertise. - Centralized Command Center: Oversee all agents, queues, and escalations from a single console, ensuring efficient management. - Built-In Governance: Implement granular access controls, approval workflows, and safety checks to maintain operational integrity. - System-Grade Memory: Capture decisions and maintain a searchable knowledge base for continuous learning and improvement. - Human Handoff: Seamlessly route complex cases to human operators with full context, ensuring quality and compliance. - Flexible Model Integration: Utilize the most suitable AI models for specific tasks and switch models as needed. Primary Value and Solutions Provided: The MindOps addresses the challenges of operational inefficiencies and high costs by automating repetitive tasks and processes. It offers 24/7 coverage across time zones, accelerates cycle times by over threefold, and reduces operational costs by up to 60%. By transforming heavy operations into intelligent structures, The MindOps empowers businesses to achieve greater agility, improved margins, and restored executive control.

Catio is an AI-powered Architecture Integrated Development Environment (IDE) designed to transform how organizations manage and evolve their software systems. By providing a real-time, comprehensive view of an organization's architecture, Catio enables technology leaders to make informed, data-driven decisions that align with business objectives. This platform addresses the challenges of fragmented diagrams, siloed decisions, and costly missteps, turning architecture into a strategic lever for growth. Key Features and Functionality: - Architecture Visibility: Automated discovery and inventory of both cloud and on-premise infrastructure, offering interactive visualizations of system architecture and dependencies. - Data-Driven Recommendations: AI-generated optimization suggestions tailored to the organization's architecture and business requirements, complete with ROI analysis and impact quantification. - AI Tech Stack Copilot: A natural language assistant named Archie, providing context-aware answers to architecture-related questions and strategic planning support aligned with business objectives. - Decision Support System: A continuous system for understanding architecture, making system-level decisions, and keeping tech stacks aligned as they evolve. Primary Value and Problem Solved: Catio empowers organizations to modernize faster, invest smarter, and innovate without limits by making architecture observable, predictable, and intelligently guided. It addresses the common issue of systems drifting due to rapid code deployment by ensuring that architecture decisions are made with full system context and hold through execution. This leads to optimized architectures, faster and more confident modernization decisions, and continuous improvement of systems over time.

AETNIC is an autonomous AI development platform that revolutionizes the software creation process by designing, coding, testing, and deploying complete applications—including web apps, mobile apps, enterprise systems, and infrastructure—in days rather than months. Unlike traditional code assistants, AETNIC operates fully autonomously, eliminating the need for human coding. Key Features and Functionality: - Autonomous Development: AETNIC independently architects, builds, tests, secures, deploys, and maintains production-grade systems without human intervention. - Versatile Application Creation: Capable of generating full-stack web applications, native or cross-platform mobile apps, blockchain solutions, and comprehensive data analytics platforms. - Natural Language Processing: Users can describe their desired application in plain language, and AETNIC translates these prompts into fully functional software solutions. - Automated Quality Assurance: The platform conducts thorough testing, security audits, performance benchmarks, and compliance checks, autonomously addressing any issues before deployment. - Flexible Deployment Options: Applications can be deployed to cloud, on-premise, or hybrid environments, complete with monitoring, backups, and continuous integration/continuous deployment (CI/CD) configurations. Primary Value and User Solutions: AETNIC significantly accelerates the software development lifecycle, reducing time-to-market by up to 99% compared to traditional methods. By automating the entire development process, it minimizes human error, ensures consistent quality, and allows businesses to rapidly adapt to changing market demands. This empowers organizations to focus on strategic initiatives and innovation, rather than being bogged down by lengthy development cycles.

Agentshub.AI is a comprehensive no-code platform that empowers businesses to build, deploy, and scale autonomous AI agents without any programming knowledge. Designed to make agentic AI accessible and affordable, it enables organizations to create digital employees that operate 24/7 across various departments, enhancing productivity and efficiency. Key Features and Functionality: - No-Code AI Agent Builder: An intuitive drag-and-drop interface allows users to create fully autonomous or human-in-the-loop agents in minutes. - AI Workforce Templates: Offers ready-to-use agents across multiple business functions, including Sales, Marketing, Content Creation, Research, Operations, and HR & Talent. - Agent Marketplace: A curated marketplace to discover, compare, and deploy agents created by the community and top builders. - Extensive Integrations: Supports over 1,000 native integrations, enabling seamless connectivity with existing tools and workflows. - Voice Capabilities: Built-in voice engine allows agents to handle inbound and outbound calls, voicemails, and real-time conversations with natural-sounding speech. Primary Value and Solutions Provided: Agentshub.AI addresses the complexity and cost barriers associated with implementing AI solutions by offering a user-friendly, no-code platform. It enables businesses to automate entire workflows across departments, reducing manual tasks and allowing human employees to focus on strategic initiatives. By providing pre-configured templates and extensive integrations, the platform ensures rapid deployment and scalability of AI agents, leading to increased operational efficiency and enhanced customer engagement.

Veltos.ai is an AI-powered platform that enables users to create fully playable 2D and 3D games, as well as interactive 3D worlds and simulations, using simple text prompts. By eliminating the need for coding or design expertise, Veltos.ai democratizes game development, allowing creators of all skill levels to bring their ideas to life rapidly and efficiently. Key Features: - Text-to-Game Generation: Users can input natural language descriptions, and Veltos.ai translates these prompts into fully functional games, complete with mechanics and environments. - 3D Model Creation: The platform generates 3D models and objects based on text inputs, facilitating quick creation of custom assets without manual modeling. - Interactive World Building: Veltos.ai constructs immersive 3D environments and scenes from descriptive prompts, enabling the development of complex virtual worlds. - No-Code Interface: Designed for non-technical users, the platform offers an intuitive interface that requires no programming knowledge, making game creation accessible to a broader audience. Primary Value and Problem Solved: Veltos.ai addresses the steep learning curve and time investment traditionally associated with game development by providing a no-code solution that leverages AI to handle complex tasks like asset generation, physics modeling, and scene optimization. This empowers non-technical creators, educators, indie developers, and marketers to rapidly prototype and develop interactive 3D experiences for gaming, virtual training, or storytelling, significantly reducing development time and costs.

Nucleus AI offers a comprehensive solution for enterprises seeking to integrate Large Language Models (LLMs) into their applications. By providing a unified API, Nucleus AI enables seamless connectivity to various LLM providers, including GPT-4, Claude 3, and Llama 3, without necessitating changes to existing application code. Key Features and Functionality: - Unified API: Facilitates effortless switching between different LLMs through a standardized interface. - Policy & Security: Implements rate limits, Personally Identifiable Information (PII) redaction, and cost management policies on a global or per-user basis, ensuring compliance with SOC2 standards. - Low Latency Routing: Employs intelligent load balancing and fallback strategies to maintain application uptime, even during provider outages. - Flexible Deployment: Offers deployment options as a fully managed SaaS cloud service or as a self-hosted solution within an enterprise's virtual private cloud or infrastructure. Primary Value and User Solutions: Nucleus AI addresses the complexities associated with integrating and managing multiple LLMs by offering a single, standardized API. This approach simplifies the development process, enhances application reliability through smart routing and caching, and ensures data security with built-in PII redaction and policy enforcement. By providing flexible deployment options, Nucleus AI caters to diverse enterprise needs, enabling organizations to scale their AI capabilities efficiently and securely.

ShotSolve is a free macOS application that enables users to capture screenshots and leverage GPT-4o's capabilities to address various queries related to the captured content. Designed with a native macOS interface, ShotSolve offers a seamless and efficient user experience, integrating advanced AI functionalities directly into your workflow. Key Features and Functionality: - Native macOS Application: Built specifically for macOS, ensuring optimal performance and integration. - Intuitive Chat Interface: Features a user-friendly chat UI with support for light and dark modes, customizable fonts, and intuitive keyboard shortcuts. - Advanced OpenAI Configuration: Allows users to set custom API hosts, context limits, system instructions, and adjust parameters like temperature, presence penalty, and frequency penalty. - Privacy and Security: Stores API keys securely in Apple Keychain and ensures that prompts are sent directly to OpenAI servers without storing or analyzing user input. Primary Value and User Solutions: ShotSolve streamlines the process of obtaining AI-driven insights from visual content. By simply taking a screenshot and posing a question, users can receive immediate, context-aware responses. This functionality is particularly beneficial for tasks such as generating and previewing code from designs, conducting design critiques, evaluating marketing materials, and providing software UI/UX feedback. By integrating GPT-4o's vision capabilities, ShotSolve enhances productivity and decision-making processes for professionals across various domains.

SmilesFlow is an interactive event arcade platform designed to enhance audience engagement through customized, branded games. By integrating seamlessly into events, it transforms traditional gatherings into dynamic experiences, fostering energy and friendly competition among participants. Key Features and Functionality: - Easy Access: Attendees can join by simply scanning a QR code with their phone cameras, eliminating the need for app downloads or sign-ups. - Branded Games: Offers a variety of customizable games, including trivia challenges, location-based tasks, and classic arcade games, all tailored to reflect the event's branding. - Live Leaderboards: Provides real-time ranking updates, encouraging participants to engage actively and compete in a friendly manner. - Rapid Deployment: Delivers a custom-branded game within 24 hours, ensuring quick integration into event planning. - Scalability: Accommodates events of any size, from intimate gatherings to large-scale conferences, without participant limits. - Post-Event Analytics: Offers comprehensive data on participation rates, scores, and engagement, aiding in the assessment of event success. Primary Value and User Solutions: SmilesFlow addresses the challenge of maintaining audience engagement at events by providing an interactive and immersive experience. Its user-friendly setup and customizable features allow event organizers to create memorable experiences that resonate with attendees. The platform's scalability ensures it is suitable for various event types, while the post-event analytics offer valuable insights for future planning.

Cognicio is a versatile project management software designed to help teams across various industries stay organized, enhance productivity, and maintain comprehensive records. Tailored for professionals who oversee projects, conduct inspections, and require meticulous documentation for liability purposes, Cognicio offers customizable solutions for sectors such as restaurants, parks and recreation, healthcare, property management, and more. Its user-friendly interface empowers users to adapt processes to their team's unique workflows, ensuring optimal efficiency and effectiveness. Key Features and Functionality: - AI-Driven Form Builder: Create and customize inspection forms tailored to specific industry needs, facilitating accurate data collection and compliance. - No-Code App Builder: Digitize and track any workflow without the need for coding expertise, enabling rapid deployment of custom applications. - Task Automation: Automate routine tasks to reduce manual effort and minimize errors, enhancing overall operational efficiency. - Asset Management: Manage both digital and physical assets effectively, ensuring proper maintenance and utilization. - Project and Task Management: Organize and oversee projects and tasks seamlessly, promoting collaboration and timely completion. Primary Value and Solutions Provided: Cognicio addresses the critical need for standardized processes and accurate record-keeping across various industries. By offering customizable and scalable solutions, it empowers teams to streamline operations, reduce liabilities, and focus on delivering exceptional services. Whether managing property maintenance, conducting healthcare compliance audits, or overseeing restaurant operations, Cognicio provides the tools necessary to enhance efficiency, ensure safety, and achieve organizational success.

A Template is a comprehensive platform offering a diverse collection of free, high-quality website templates and themes tailored for various web development needs. Catering to developers, designers, and businesses, A Template provides resources that streamline the creation of professional and responsive websites across multiple categories. Key Features and Functionality: - Diverse Template Categories: Offers templates for dashboards, portfolios, e-commerce, blogs, documentation, and more, ensuring a suitable option for various project requirements. - Multi-Framework Support: Provides templates built with popular frameworks and technologies such as React, Angular, Vue, Svelte, Next.js, and Tailwind CSS, accommodating different development preferences. - Customization and Flexibility: Templates are designed with modular code structures, allowing easy customization to meet specific design and functionality needs. - Performance Optimization: Emphasizes high performance with features like fast page load times, responsive designs, and SEO-friendly structures. - Comprehensive Documentation: Includes detailed documentation and example pages to assist users in effectively utilizing and modifying the templates. Primary Value and Solutions Provided: A Template addresses the common challenges of web development by offering ready-to-use, customizable templates that significantly reduce development time and effort. By providing a wide range of templates compatible with various frameworks and technologies, it enables users to quickly prototype, develop, and deploy professional websites. This resource is particularly valuable for startups, small businesses, and individual developers seeking efficient solutions to establish a robust online presence without extensive design and coding from scratch.