Business Software for Google Cloud Platform

Cohere is a robust enterprise AI platform that empowers developers and organizations to create advanced applications leveraging language technologies. With a focus on large language models (LLMs), Cohere offers innovative solutions for tasks such as text generation, summarization, and semantic search capabilities. The platform features the Command family designed for superior performance in language tasks, alongside Aya Expanse, which supports multilingual functionalities across 23 different languages. Emphasizing security and adaptability, Cohere facilitates deployment options that span major cloud providers, private cloud infrastructures, or on-premises configurations to cater to a wide array of enterprise requirements. The company partners with influential industry players like Oracle and Salesforce, striving to weave generative AI into business applications, thus enhancing automation processes and customer interactions. Furthermore, Cohere For AI, its dedicated research lab, is committed to pushing the boundaries of machine learning via open-source initiatives and fostering a collaborative global research ecosystem. This commitment to innovation not only strengthens their technology but also contributes to the broader AI landscape.

The F5 Distributed Cloud Platform offers enhanced features, robust security measures, and streamlined operations superior to those provided by native cloud services. This platform is specifically designed to cater to distributed applications operating in multi-cloud, on-premises, and edge settings. As software applications transition into microservices and increasingly rely on APIs, the emergence of complex and highly distributed architectures brings about challenges, escalated costs, and heightened risks. To effectively deliver applications, it is necessary to deploy and manage various appliances, software, and connectivity services. Conventional CDNs and hub-and-spoke networks fall short when it comes to supporting immersive or large-scale SaaS applications. With differing APIs, policies, and levels of observability, there is a pressing need for significant investments in automation. Applications that are distributed across various environments often face unequal protection levels. Furthermore, achieving alignment among DevOps, NetOps, and SecOps during service provisioning and security poses significant challenges, particularly when relying on ticket-based workflows, which can hinder efficiency and responsiveness. Addressing these complexities is crucial for optimizing the management of distributed applications.

Leverage advanced machine learning techniques for thorough text analysis that can extract, interpret, and securely store textual data. With AutoML, you can create top-tier custom machine learning models effortlessly, without writing any code. Implement natural language understanding through the Natural Language API to enhance your applications. Utilize entity analysis to pinpoint and categorize various fields in documents, such as emails, chats, and social media interactions, followed by sentiment analysis to gauge customer feedback and derive actionable insights for product improvements and user experience. The Natural Language API, combined with speech-to-text capabilities, can also provide valuable insights from audio sources. Additionally, the Vision API enhances your capabilities with optical character recognition (OCR) for digitizing scanned documents. The Translation API further enables sentiment understanding across diverse languages. With custom entity extraction, you can identify specialized entities within your documents that may not be recognized by standard models, saving both time and resources on manual processing. Ultimately, you can train your own high-quality machine learning models to effectively classify, extract, and assess sentiment, making your analysis more targeted and efficient. This comprehensive approach ensures a robust understanding of textual and audio data, empowering businesses with deeper insights.

MikoPBX offers a comprehensive phone solution characterized by high performance, exceptional stability, and extensive features. It can be deployed on-premises through hardware installation or hosted on various cloud platforms like Google Cloud, Amazon Web Services, and Microsoft Azure. Notably, MikoPBX is a free telephone system that provides all essential business functionalities at no cost. Users will appreciate the intuitive web interface, which includes features such as call recording, conference calling, voicemail, call transfers, call pickup, call queues, an interactive voice response (IVR) menu, as well as customizable inbound and outbound call rules. Additionally, the system includes options for managing holiday schedules and night-time call settings. MikoPBX supports the integration of plugins and modules developed globally, allowing for enhanced functionality tailored to specific needs. Importantly, MikoPBX does not impose user licensing fees, making it an economical choice for businesses looking to expand without incurring extra costs for new staff or call recording capabilities. This flexibility in scaling ensures that businesses can grow seamlessly while maintaining a robust communication infrastructure.

ToolJet is an enterprise app development platform that helps teams build internal tools, workflows, AI agents, dashboards, and database apps faster. The platform lets users start with natural language prompts, visual builders, or custom JavaScript depending on how much control they need. Its AI-powered development lifecycle can generate app interfaces, connect resources, create dashboards, and help teams move from idea to production more quickly. ToolJet includes workflow automation for schedules, webhooks, in-app events, conditions, loops, parallel processing, API calls, data transformations, debugging, and error tracking. The platform also includes ToolJet Database, which provides one-click PostgreSQL setup, a visual table builder, no-code query builder with joins, and built-in user management. Teams can connect more than 80 integrations across APIs, databases, cloud storage, AI and LLM providers, SaaS tools, and custom plugins. ToolJet supports flexible deployment options, including ToolJet Cloud, on-premise deployment, AWS, Azure, GCP, and managed on-premise delivery. Enterprise security features include SSO with SAML, OIDC, and LDAP, RBAC, 2FA, MFA, audit logs, encryption, IP whitelisting, air-gapped deployment, and SDLC controls. By combining AI generation, low-code development, workflow automation, integrations, database tooling, and enterprise deployment controls, ToolJet helps companies build production-ready internal apps with far less engineering overhead.

Create intricate automations at lightning speed, eliminating the hassle of dealing with APIs. The tedious hours spent navigating through a tangled web of scripts are now behind you. Utilize JavaScript for enhanced flexibility while relying on the intuitive UI for everything else. n8n empowers you to establish adaptable workflows that prioritize comprehensive data integration. Additionally, with shareable templates and an easy-to-navigate interface, team members with less technical expertise can also contribute and collaborate effectively. Unlike many other tools, complexity won’t hinder your creativity, allowing you to construct anything your imagination conjures—without worrying about expenses. Effortlessly connect APIs using no-code solutions for simple task automation, or delve into vanilla JavaScript for sophisticated data manipulation. You can set up multiple triggers, branch out, merge workflows, and even pause processes to await external events. Seamlessly interact with any API or service through custom HTTP requests, and safeguard live workflows by maintaining distinct development and production environments with separate authentication credentials. Embrace the freedom to innovate without limits.

Arches AI offers an array of tools designed for creating chatbots, training personalized models, and producing AI-driven media, all customized to meet your specific requirements. With effortless deployment of large language models, stable diffusion models, and additional features, the platform ensures a seamless user experience. A large language model (LLM) agent represents a form of artificial intelligence that leverages deep learning methods and expansive datasets to comprehend, summarize, generate, and forecast new content effectively. Arches AI transforms your documents into 'word embeddings', which facilitate searches based on semantic meaning rather than exact phrasing. This approach proves invaluable for deciphering unstructured text data found in textbooks, documentation, and other sources. To ensure maximum security, strict protocols are in place to protect your information from hackers and malicious entities. Furthermore, users can easily remove all documents through the 'Files' page, providing an additional layer of control over their data. Overall, Arches AI empowers users to harness the capabilities of advanced AI in a secure and efficient manner.

Lightly intelligently identifies the most impactful subset of your data, enhancing model accuracy through iterative improvements by leveraging the finest data for retraining. By minimizing data redundancy and bias while concentrating on edge cases, you can maximize the efficiency of your data. Lightly's algorithms can efficiently handle substantial datasets in under 24 hours. Easily connect Lightly to your existing cloud storage solutions to automate the processing of new data seamlessly. With our API, you can fully automate the data selection workflow. Experience cutting-edge active learning algorithms that combine both active and self-supervised techniques for optimal data selection. By utilizing a blend of model predictions, embeddings, and relevant metadata, you can achieve your ideal data distribution. Gain deeper insights into your data distribution, biases, and edge cases to further refine your model. Additionally, you can manage data curation efforts while monitoring new data for labeling and subsequent model training. Installation is straightforward through a Docker image, and thanks to cloud storage integration, your data remains secure within your infrastructure, ensuring privacy and control. This approach allows for a holistic view of data management, making it easier to adapt to evolving modeling needs.

Firecrawl is an open-source web data infrastructure platform built to help AI systems access, understand, and interact with online content more efficiently. Through a powerful API, users can search the web, scrape structured information, and automate interactions across a wide range of websites. The platform converts complex web pages into clean formats such as Markdown, JSON, and visual screenshots, making the data easier for AI models to process. Firecrawl supports dynamic websites with JavaScript rendering capabilities, ensuring content can be extracted even from modern web applications. Its intelligent waiting mechanisms improve scraping reliability by detecting when page content has fully loaded. Developers can automate tasks like clicking buttons, filling forms, scrolling pages, and navigating websites without building custom browser automation systems. The platform also parses files such as PDFs and DOCX documents, expanding the range of accessible content sources. Seamless integrations with AI agents, MCP-compatible clients, and developer workflows simplify deployment and scaling. By combining speed, reliability, and flexibility, Firecrawl serves as a foundational layer for web-connected AI products and research tools.

Enhance the speed and efficiency of software development and delivery by leveraging generative AI support, all while ensuring robust enterprise security and privacy safeguards. Gemini Code Assist streamlines your coding process by completing your code as you type and can generate entire code blocks or functions upon request. This powerful code assistance tool is compatible with a variety of popular integrated development environments (IDEs) like Visual Studio Code and JetBrains IDEs (including IntelliJ, PyCharm, GoLand, and WebStorm), as well as Cloud Workstations and Cloud Shell Editor, supporting over 20 programming languages such as Java, JavaScript, Python, C, C++, Go, PHP, and SQL. Utilizing a natural language chat interface, you can easily interact with Gemini Code Assist to obtain solutions to your coding queries or gain insights into coding best practices, with chat functionality accessible across all supported IDEs. Organizations have the flexibility to tailor Gemini Code Assist by integrating their private codebases and knowledge repositories, enabling the tool to provide more personalized assistance that aligns with specific enterprise needs. Furthermore, Gemini Code Assist has the capability to facilitate extensive modifications across entire codebases, thereby optimizing the development workflow significantly. This adaptability not only boosts productivity but also empowers teams to innovate more rapidly in a secure environment.

Consolidate all your content into a single platform. You can link and oversee numerous social media accounts and channels, ultimately freeing up countless hours of your valuable time. Plan, assess, and distribute your content with just a few simple steps, allowing you to save time while expanding your business. ViralDashboard serves as an AI-enhanced social media automation service aimed at boosting your digital footprint by simplifying content management across diverse platforms. This tool allows you to connect and oversee a wide array of social media profiles, online stores, video channels, and blogs from a cohesive dashboard. Among its advanced capabilities is AI-assisted content discovery, which helps you efficiently locate and assemble high-performing content. The user-friendly content composer is designed to facilitate the creation of captivating posts rich in media, which can be scheduled and shared across various networks with just a single click. Additionally, ViralDashboard features robust automation options, allowing you to pre-schedule up to 30 days of content effortlessly, making it an essential tool for marketers aiming for maximum efficiency. With its comprehensive features, you can truly elevate your social media strategy to new heights.

Cline is an open-source AI coding agent built to assist developers with software development tasks across IDEs, command-line environments, and embedded applications. The platform enables developers to analyze codebases, perform coordinated multi-file edits, execute terminal commands, automate workflows, and manage large refactoring projects from a unified agent runtime. Cline supports leading AI providers including Claude, OpenAI, Gemini, DeepSeek, Mistral, Ollama, AWS Bedrock, Azure, Vertex AI, and any OpenAI-compatible endpoint, allowing teams to choose the models that best fit their infrastructure and budget. Its Plan-and-Act workflow allows developers to review execution strategies before the agent begins making code changes, while optional auto-approval enables more autonomous operation when appropriate. Developers can customize behavior using repository-specific rules, reusable skills, MCP servers, plugins, and SDK extensions that integrate databases, APIs, infrastructure, and internal tools. Cline also supports bash execution, live command monitoring, coordinated code changes, automated linting, checkpoints, diffs, and one-click undo capabilities throughout development workflows. Multi-agent orchestration enables specialized AI agents to collaborate on larger engineering tasks while scheduled jobs can automate recurring maintenance and quality assurance activities. Integration with Slack, Discord, Linear, GitHub Actions, GitLab, and other developer platforms allows Cline to participate throughout the software delivery lifecycle. By combining open-source flexibility, broad model compatibility, and powerful automation features, Cline helps engineering teams accelerate software development without sacrificing control or transparency.

NextGen WordPress server dashboard for blazing fast WordPress on any VPS. LaunchWP is an advanced server management dashboard that simplifies the process of managing and deploying WordPress websites on Virtual Private Servers or cloud providers. It allows users launch high-performance WordPress websites without the need to write any code or execute command line instructions. LaunchWP allows you to connect to a variety of cloud providers including AWS EC2, AWS Lightsail and Linode. You can also connect with Google Cloud, Hetzner and custom VPS configurations. LaunchWP automates installation and configuration of important components, such as NGINX MariaDB Redis and Docker containers, once connected. This automation ensures each WordPress site runs efficiently and securely in its own isolated environment.

Kilo Code enables developers to accelerate their engineering workflows using an advanced, fully open-source coding agent built for real-world productivity. It provides specialized modes for planning, coding, debugging, orchestrating tasks, and answering technical questions without altering the existing codebase. The platform automatically detects errors, runs tests, and fixes failures, reducing the frustration of AI-generated mistakes. With its MCP marketplace and tools like Context7, Kilo grounds its output in accurate documentation to eliminate hallucinations. Developers benefit from seamless installation across major IDEs, terminals, and JetBrains environments, making it easy to integrate into existing workflows. The system supports multiple AI agents running in parallel, drastically increasing speed when tackling complex problems. Kilo also offers transparent model usage, open-source governance, and compatibility with more than 60 providers at honest, list-rate pricing. With hundreds of thousands of developers adopting it—many migrating from Cursor—Kilo has become a leading platform for agentic engineering.

Chrome Enterprise provides organizations with the tools needed to optimize productivity while ensuring robust security. By offering centralized management, Zero Trust protection, and integrations with existing IT systems, businesses can enhance their workflows with ease. Chrome Enterprise allows for secure remote work and collaboration, ensuring that teams have access to business apps and data no matter where they are. With flexible options for managing devices and policies, companies can streamline security, increase efficiency, and create an open, productive environment for employees across the globe.

Anything is an innovative app and website builder powered by AI that allows users to create fully functional projects simply by using natural language prompts, eliminating the need for any coding skills. This platform harnesses a combination of cutting-edge and bespoke AI models to facilitate reasoning, action planning, code generation, app behavior exploration, and swift updates, meaning that users never have to interact with the source code. With Anything, users can take advantage of built-in design tools that enable the creation of sleek user experiences in mere seconds, along with instant access to development and production Postgres databases that offer over 1 GB of free storage per app. Additionally, it features seamless integration with Stripe for managing subscriptions and one-time payments, as well as secure authentication options through email, Google, Facebook, X, and more, all without requiring any complicated setup or API keys. Users can incorporate the latest AI models (including GPT-4o, GPT-3.5, Claude Sonnet 4, and Gemini 2.5) through simple prompts, generate image assets on demand, utilize web searches for API documentation and examples, and connect with a multitude of third-party APIs like Zapier and Google Maps, making it a versatile tool for developers and creators alike. The platform's user-friendly interface ensures that anyone can dive in and start building their projects effortlessly.

Gemini 3 Pro is a next-generation AI model from Google designed to push the boundaries of reasoning, creativity, and code generation. With a 1-million-token context window and deep multimodal understanding, it processes text, images, and video with unprecedented accuracy and depth. Gemini 3 Pro is purpose-built for agentic coding, performing complex, multi-step programming tasks across files and frameworks—handling refactoring, debugging, and feature implementation autonomously. It integrates seamlessly with development tools like Google Antigravity, Gemini CLI, Android Studio, and third-party IDEs including Cursor and JetBrains. In visual reasoning, it leads benchmarks such as MMMU-Pro and WebDev Arena, demonstrating world-class proficiency in image and video comprehension. The model’s vibe coding capability enables developers to build entire applications using only natural language prompts, transforming high-level ideas into functional, interactive apps. Gemini 3 Pro also features advanced spatial reasoning, powering applications in robotics, XR, and autonomous navigation. With its structured outputs, grounding with Google Search, and client-side bash tool, Gemini 3 Pro enables developers to automate workflows and build intelligent systems faster than ever.

Olostep stands out as an API platform designed for web data extraction, catering to both AI developers and programmers by facilitating the quick and dependable retrieval of organized data from publicly available websites. The platform allows users to scrape individual URLs, perform comprehensive site crawls even in the absence of a sitemap, and submit large batches of approximately 100,000 URLs for extensive data collection; it can return data in various formats including HTML, Markdown, PDF, or JSON, while custom parsing options enable users to extract precisely the data structure they require. Among its many features are complete JavaScript rendering, access to premium residential IPs along with proxy rotation, effective CAPTCHA resolution, and built-in tools for managing rate limits or recovering from failed requests. Additionally, Olostep excels in PDF and DOCX parsing and provides browser automation functions such as clicking, scrolling, and waiting, which enhance its usability. The platform is designed to manage high volumes of traffic, processing millions of requests daily, and promotes affordability by asserting a cost reduction of up to 90% compared to traditional solutions, complemented by free trial credits for teams to evaluate the API's capabilities before committing to a plan. With such comprehensive offerings, Olostep has positioned itself as a valuable resource for developers seeking efficient data extraction solutions.

Enrollio is a comprehensive software solution designed for dance studios that enhances enrollment processes and manages various operations by integrating CRM, class registration, automation, communication tools, and studio workflows into a single platform. This innovative tool simplifies the online registration experience with tailored forms, waitlists, automated confirmations, and dedicated parent portals while securely managing tuition and family information through user-friendly features. Enrollio also boasts AI-driven assistants like StudioBot, which are available around the clock to address parent inquiries, schedule trial classes, send reminders, and follow up automatically, thus freeing up administrative resources and enriching the overall customer experience. In addition, it offers reputation and review management capabilities that empower studios to gather and respond to positive feedback, thereby boosting their online visibility. The platform is further enhanced by a website and funnel builder, complete with complimentary hosting, aimed at increasing student enrollments, as well as a mobile app that facilitates communication via calls and texts while on the move. Together, these features make Enrollio an essential tool for modern dance studios looking to thrive in a competitive environment.

Ampere.sh offers a streamlined hosting solution for OpenClaw AI agents that allows users to launch and operate autonomous AI assistants in less than sixty seconds, eliminating the need for servers, Docker, or any complex infrastructure setup, thus unleashing the capabilities of OpenClaw without the burden of technical challenges. To get started, users simply create an account, set up a persona, and link communication channels such as Telegram or WhatsApp, ensuring their AI assistant operates around the clock without the need for ongoing maintenance, managing tasks and interactions seamlessly. By taking care of the DevOps aspect, Ampere.sh hosts and oversees your OpenClaw agent, facilitating swift deployment and operation while allowing the use of personal API keys if preferred and providing users with control over their data through straightforward export options. The platform also supports messaging service integrations, enabling agents to engage and execute tasks in real time, while it significantly simplifies workflows by eliminating setup barriers, making it accessible for anyone who can register for an application to have an AI assistant operational in just a few minutes. This user-friendly approach empowers individuals and businesses alike to harness the advantages of AI efficiently, enhancing productivity and streamlining communication effortlessly.

Pi is a streamlined terminal coding environment designed to seamlessly integrate with developer workflows rather than requiring developers to conform to its structure. It comes equipped with robust default settings while maintaining a compact size and extensive customization options, allowing users to enhance Pi through various extensions, skills, prompt templates, themes, and shareable packages sourced from npm or git. When a team requires a specific command, tool, provider, workflow, or UI modification, they can simply instruct Pi to create it, make adjustments on the fly, reload, and continue their work without interruption. Pi is versatile, offering support for interactive, print/JSON, RPC, and SDK modes, which enables it to function as a comprehensive terminal UI, a scriptable command interface, a JSON event stream, or an easily embeddable agent harness. It is compatible with over 15 providers and numerous models, including options like Anthropic, OpenAI, Google, Azure, Bedrock, Mistral, Groq, Cerebras, xAI, Hugging Face, Kimi For Coding, MiniMax, OpenRouter, Ollama, and other services, facilitating mid-session model switching to enhance flexibility and user experience. This adaptability makes Pi an invaluable tool for developers looking to tailor their coding environment to meet their specific needs.

Polar is an innovative AI browser designed to effectively assist users by transforming written instructions into both brief and extensive tasks across various domains such as research, recruiting, sales, operations, marketing, email management, data handling, and overall business management. Functioning as a Chromium-based browser, it seamlessly integrates with the websites, accounts, sessions, extensions, and tools that users depend on, efficiently performing actions like clicking, typing, navigating, reading content, updating spreadsheets, filling out forms, and ensuring tasks are completed. Users have the flexibility to delegate work from any open tab, leverage the context of the current page, pose questions, or initiate longer assignments without disrupting their ongoing workflow. Polar is capable of operating independently for extended periods, navigating multiple websites and complex interfaces, while allowing users to monitor its progress, intervene whenever necessary, and maintain control over sensitive decisions. Additionally, users can save prompts as reusable workflows, which can be executed manually or scheduled to run hourly, daily, weekly, or at custom intervals, ensuring continuity of context throughout each execution. This powerful tool not only enhances productivity but also empowers users to streamline their tasks efficiently.

Aside is a revolutionary AI browser crafted for both individuals and agents, aimed at streamlining tasks across various websites, accounts, tabs, messages, and files that users frequently utilize. Unlike other agents reliant on integrations, Aside directly interacts with websites, seamlessly signing into email accounts, dashboards, internal applications, and other services requiring login to facilitate research, communication, document handling, spreadsheet management, downloads, form submissions, and complex workflows. Users have the flexibility to assign tasks from any open tab while providing context through mentions, allowing the agent to autonomously continue addressing follow-up tasks using Ultrabrowse until completion. Aside is capable of preparing staff packets, gathering dashboard metrics, downloading and renaming invoices, verifying vendor renewals, organizing approval notes, reaching out to support, capturing screenshots, and providing source links and discrepancies for human evaluation. Furthermore, repetitive tasks can be transformed into scheduled Routines or reusable Skills, complete with designated portals, naming conventions, approval checkpoints, and detailed instructions. This innovative approach not only enhances productivity but also allows for greater customization and efficiency in task management.

StackSpend is an advanced cost management platform leveraging cloud and AI technologies, designed to offer engineering, finance, and FinOps teams a consolidated daily overview of their contemporary AI infrastructure. By establishing read-only connections to a variety of providers such as AWS, Google Cloud, Azure, Snowflake, and others, it seamlessly imports historical billing information and standardizes expenditure across different services. The platform features comprehensive dashboards and exploration tools that dissect costs by various dimensions, including provider, service, model, project, user, team, feature, and customer, thereby aiding teams in analyzing AI COGS, cost per request, and profit margins at the product level. Additionally, it provides insights into budgets and projected spending trends, while its same-day anomaly detection feature identifies unexpected cost spikes triggered by factors such as traffic surges, prompt errors, model adjustments, deployment activities, or specific user actions. Notifications and daily indicators, categorized as green, amber, or red based on spending levels, can be dispatched through communication platforms like Slack, Microsoft Teams, email, or webhooks, ensuring teams remain informed about their spending patterns. Ultimately, StackSpend empowers organizations to maintain a firm grip on their AI expenditures, fostering enhanced financial accountability and strategic decision-making.

MuleSoft provides a unified platform for enterprises that need to connect, manage, govern, and orchestrate AI agents, APIs, models, applications, and data at scale. It serves as an agentic control plane that helps organizations bring structure and visibility to fast-growing AI environments. Through MuleSoft Agent Fabric, companies can govern and coordinate agents regardless of where they were built, helping improve performance, compliance, and return on investment. MuleSoft Omni Gateway extends control across APIs, agents, and models, allowing teams to manage development, deployment, security, and policy enforcement from a single place. The platform also includes tools such as Agent Registry and Agent Scanners to identify, catalog, and monitor agents across major AI platforms. With Agent Broker and A2A support, MuleSoft helps agents collaborate across systems while giving businesses more control over how tasks are routed and completed. Organizations can also use MuleSoft MCP Support and Anypoint Connectors to transform existing applications, APIs, and systems into resources that AI agents can use. For developers, MuleSoft offers options ranging from natural language building with MuleSoft Vibes to pro-code development with Anypoint Code Builder. MuleSoft is designed for enterprises that want to scale agentic AI securely while maintaining governance, integration, observability, and operational consistency.