Business Software for OpenAI

Searching and analyzing structured data is easy; however, over 80% of generated data is unstructured, requiring a different approach. Machine learning converts unstructured data into high-dimensional vectors of numerical values, which makes it possible to find patterns or relationships within that data type. Unfortunately, traditional databases were never meant to store vectors or embeddings and can not meet unstructured data's scalability and performance requirements. Zilliz Cloud is a cloud-native vector database that stores, indexes, and searches for billions of embedding vectors to power enterprise-grade similarity search, recommender systems, anomaly detection, and more. Zilliz Cloud, built on the popular open-source vector database Milvus, allows for easy integration with vectorizers from OpenAI, Cohere, HuggingFace, and other popular models. Purpose-built to solve the challenge of managing billions of embeddings, Zilliz Cloud makes it easy to build applications for scale.

Astah SysML helps systems engineers capture requirements, structure, and behavior in SysML v1 without the weight of a large enterprise suite. Block definition and internal block diagrams, requirement diagrams and tables, parametric diagrams, and use case, state machine, activity, and sequence diagrams are all included, along with mind maps for early concept work. Each diagram is a view of one shared model, so updating a requirement or block keeps every related diagram in step. Assist functions such as double-click creation, creating multiple elements from text, and alignment guides reduce drawing time. Models can be exchanged through XMI and with Cameo Systems Modeler, and profiles let teams extend the language. For AI-assisted work, AI Chat Copilot connects to OpenAI, Azure OpenAI, Claude, Gemini, or any OpenAI-compatible endpoint through your own API key, and a local MCP server lets external AI agents read and work with your models. Astah SysML runs locally on Windows and macOS. It does not include simulation. Developer: Change Vision, Inc. Current version: 11.0 (March 2026).

Tome's AI-powered storytelling format will help you unlock your best work. Tome will generate a narrative from scratch, or create additional pages for you by simply entering a prompt. Our image tile can be used to source and create captivating images that are tailored to your idea. Your story deserves more than just text and images. To make your point more compelling, you can easily share a prototype, add 3D renderings or trim a video. Tome will help you focus on your idea. Drag-and-drop design, responsive pages and one-click themes make it easy to align content and apply brand colors. You can embed anything on the web in one place. Live integrations with favorite tools such as Figma allow you to showcase your existing work and make it part of your story.

Content at Scale is an innovative platform designed to enhance the capabilities of SEO marketers by enabling them to produce high-quality, engaging, and entirely original content efficiently and at scale. Utilizing sophisticated AI technology, it can generate comprehensive, research-based blog posts exceeding 2,500 words in merely five minutes, while simultaneously analyzing top-ranking Google content to construct a fully formed SEO blog article. Unlike typical AI writing assistants, this platform operates as a powerful long-form content generator, producing over 40 million words monthly for users across various industries and general informational queries. By embracing its cutting-edge AIO model, Content at Scale allows agencies and marketers to achieve significant time and cost savings—ranging from 10 to 25 times—compared to traditional human-only content creation methods. Its intuitive interface ensures that even those with no SEO background can easily produce content that is optimized for search engines. In addition, Content at Scale includes a tool for detecting AI-generated content, further enhancing its utility for marketers. This dual functionality positions the platform as a comprehensive solution for modern content creation needs.

Clay is the AI-driven data marketplace and orchestration layer that powers modern go-to-market teams. Clay enables teams to find and qualify prospects with AI agents and intent signals, enrich their CRM with best-in-class accuracy and fill rates from 150+ data providers and AI, and orchestrate GTM workflows such as ABM, outbound, and pre-call meeting notes. Over 5,000+ companies, like OpenAI, Canva, Anthropic, and Rippling, use it to power everything from recurring CRM enrichment to targeted outreach. Find accounts with a burning need for your product. Analyze your closed-won list of top customers to narrow your ICP and find lookalikes of your best fit customers from multiple sources. Use AI to build the most sophisticated scoring and qualification logic. Continuously source new qualified leads so sales and marketing teams can continue to take actions such as creating Ads or launching outbound. Enrich with accuracy no single provider can match. Trusted data improves every part of your GTM engine. Clay’s waterfall enrichment approach across 150+ data sources combines multiple providers to result in higher fill rates at lower cost. Automatically run enrichments and sync data directly to your CRM or data warehouse while avoiding duplicates. The results of waterfalling providers speak for themselves: OpenAI doubled their inbound lead enrichment coverage rates and Anthropic tripled their inbound lead match rate. Orchestrate plays that convert accounts from aware to closed. Score accounts by fit and engagement, then build ABM tiers that move prospects through your funnel. When accounts hit intent thresholds—pricing page visits, job changes, webinar attendance—alert reps instantly or trigger multi-channel campaigns at scale including outbound with Clay’s sequencer.

Weaviate is an open-source vector database built for the AI era, giving teams one platform for vector search, retrieval-augmented generation, and agent memory. Store data objects together with embeddings from your preferred machine learning models and scale effortlessly to billions of objects. Import your own vectors or rely on Weaviate's built-in vectorization, then search across vector, keyword, and hybrid methods to get highly relevant results, even when filters are applied. By connecting to today's leading large language models, Weaviate helps you build grounded search and question-answering over your own data. The platform reaches well beyond storage: its Query Agent translates plain-language questions into accurate queries with citations, Engram delivers managed long-term memory for AI agents, and Weaviate Embeddings removes the work of running your own embedding pipeline. Available as self-hosted open source or fully managed Weaviate Cloud across AWS, GCP, and Azure, backed by SOC 2 Type II, native multi-tenancy, replication, and role-based access control. From semantic search to recommendation to fully agentic applications, Weaviate is the foundation to ship AI products faster.

Lex transforms how people write by merging collaboration and AI intelligence in a single, elegant platform. More than just a document editor, it’s a creative partner that helps you brainstorm, organize, and perfect your work in real time. The platform’s minimalist design keeps you focused, while tools like AI Feedback, Version Control, Live Collaboration, and Title Suggestions help polish your content faster. Lex’s AI can refine sentences, suggest stronger word choices, and even generate new ideas—all while preserving your personal writing style. The system supports frictionless collaboration through shareable links and polished comment threads that rival Google Docs. Writers can switch between versions to test different directions without losing their progress. Whether you’re drafting essays, articles, or novels, Lex adapts to your workflow seamlessly across desktop and mobile web. Trusted by professional authors, journalists, marketers, and educators, Lex is redefining the writing experience for the modern creator.

Build and manage AI agent teams using our Mixture of Experts (MoE) system. Create specialized digital workers with tailored knowledge, language models, triggers, and tools. Expand your workforce through computing power, not headcount. Simplify complex task automation without any coding needed.

ServiceDeck is an advanced field service management software (FSM), ideal for a variety of service providers. It streamlines operations and automates processes. It also enhances customer relationships through dispatching and worker-management tools. The key features include: Smart Scheduling with integrated invoicing Automated proposals and detailed reporting Worker Availability GPS Tracking and Document Management Scheduling and dispatching tools that are efficient AI-Powered Marketplace with a Business Directory and Service Providers Database Customer Portal for managing requests, quotes, bills, and job statuses Mobile App for Live Location Tracking, Work History, and Project Status Updates Custom Integrations for platforms such as Stripe, QuickBooks and WordPress ServiceDeck's FSM software will help you to improve your field service operations. Discover the difference ServiceDeck can make to your business.

Monitor expenses, usage, and latency for GPT applications seamlessly with just one line of code. Renowned organizations that leverage OpenAI trust our service. We are expanding our support to include Anthropic, Cohere, Google AI, and additional platforms in the near future. Stay informed about your expenses, usage patterns, and latency metrics. With Helicone, you can easily integrate models like GPT-4 to oversee API requests and visualize outcomes effectively. Gain a comprehensive view of your application through a custom-built dashboard specifically designed for generative AI applications. All your requests can be viewed in a single location, where you can filter them by time, users, and specific attributes. Keep an eye on expenditures associated with each model, user, or conversation to make informed decisions. Leverage this information to enhance your API usage and minimize costs. Additionally, cache requests to decrease latency and expenses, while actively monitoring errors in your application and addressing rate limits and reliability issues using Helicone’s robust features. This way, you can optimize performance and ensure that your applications run smoothly.

Production database operations often require developers to move quickly while DBAs and security teams maintain control. Bytebase provides a shared platform built around three capabilities: Govern Database Changes — route schema and data updates through consistent review, approval, SQL validation, and rollout workflows before they reach production. Control Database Access — provide developers and AI agents with temporary, policy-based access while masking sensitive data and avoiding shared database credentials. Preserve an Audit Trail — record database queries, access requests, approvals, and changes so teams can investigate activity and demonstrate accountability. Bytebase supports both UI-driven and GitOps workflows, helping engineering teams standardize database operations without replacing their existing development tools.

Deeplake is an AI data runtime and GPU database built for teams developing agents, RAG systems, multimodal applications, robotics workflows, and generative media products. It is designed to solve the gap between GPU-powered AI models and CPU-bound data systems by keeping data closer to where AI workloads execute. The platform supports serverless Postgres, vector search, multimodal data storage, analytical workloads, and AI-optimized data lake functionality. Deeplake helps agents remember, retrieve, and act in fast cycles, making it useful for systems that need repeated context retrieval across long-running tasks. It can manage complex data such as video, images, point clouds, sensors, PDFs, audio, embeddings, model weights, and structured records. Developers can use familiar database concepts while gaining support for GPU-speed retrieval and scalable AI data operations. The platform is positioned for production-grade AI use cases where agents may generate databases, query thousands of times, and require faster memory access. Deeplake also supports private deployment patterns, including VPC environments, so organizations can keep sensitive data within their own infrastructure. With open-source adoption, enterprise security credentials, and a focus on agentic workloads, Deeplake helps AI teams build faster and more efficient data systems.

Logically.app (formerly known as Afforai) is an AI-driven reference manager designed to streamline the research process. It assists users in organizing, annotating, citing papers, and conducting literature reviews with the help of artificial intelligence. Logically.app caters to a wide range of researchers, whether you're a student, professor, or a seasoned expert. In addition to its core functionalities, Logically offers features that enhance the research workflow, such as automatic citation generation for every uploaded document, a built-in file viewer for easy annotations, shared libraries, and more. If you're new to research or looking for a tool that minimizes the learning curve, Logically.app is ideal. It enables users to quickly tap into its full range of features, making it perfect for those who want to perform reliable, AI-assisted research efficiently.

MESA is an AI-driven automation platform designed to connect third-party apps and reduce manual operational work for businesses. It enables teams to automate routine workflows such as data syncing, inventory updates, and customer operations while maintaining consistency and accuracy across systems. Using configurable, AI-assisted automations, MESA adapts to existing processes and scales alongside growing operational complexity, allowing teams to focus on higher-level work instead of repetitive tasks.

Solvimon replaces home-built billing code. It is one API-first system for usage metering, pricing, quote-to-cash, invoicing, payments, and revenue recognition. Send raw events (tokens, API calls, agent actions) via API or ingest them from Snowflake, BigQuery, Redshift, S3, GCS, or Azure Blob Storage. Solvimon aggregates them against meters, prices them with whatever model you sell (seats, usage, credits, commits with overages, outcome-based, or all of it on one contract), and produces the invoice. Payments run through Stripe, Adyen, or Checkout.com, so no PSP lock-in. Tooling: REST API, SDKs, frontend components, a CLI, and an MCP server for agent-driven billing operations. Sandbox available without a sales call. The team previously built billing at Adyen (€1T+ processed volume). Pricing changes ship as configuration, not as a rewrite of your invoicing pipeline.

Jan is a fully open-source AI assistant platform that enables users to run large language models locally on their own devices. It prioritizes privacy by ensuring that all data remains on the user’s machine, eliminating reliance on external APIs. The platform supports multiple AI providers and models, allowing users to switch between local and cloud-based options seamlessly. Jan offers a simple and intuitive interface, making it accessible to both technical and non-technical users. It includes built-in features such as real-time web search, enhancing the assistant’s ability to provide accurate and relevant information. Users can integrate models from providers like OpenAI, Google, Meta, and Mistral, as well as open-source alternatives. The platform is designed to be lightweight, efficient, and easy to install, reducing the complexity often associated with local AI setups. Jan also aims to introduce memory capabilities, allowing the assistant to retain user preferences and context over time. It is supported by an active open-source community contributing to continuous improvements and innovation. The platform is ideal for users who want a customizable and private AI experience. Jan combines flexibility, performance, and privacy into a powerful personal AI tool.

The AI/ML API serves as a revolutionary tool for developers and SaaS entrepreneurs eager to embed advanced AI functionalities into their offerings. It provides a centralized hub for access to an impressive array of over 200 cutting-edge AI models, encompassing various domains such as natural language processing and computer vision. For developers, the platform boasts an extensive library of models that allows for quick prototyping and deployment. It also features a developer-friendly integration process through RESTful APIs and SDKs, ensuring smooth incorporation into existing tech stacks. Additionally, its serverless architecture enables developers to concentrate on writing code rather than managing infrastructure. SaaS entrepreneurs can benefit significantly from this platform as well. They can achieve a rapid time-to-market by utilizing sophisticated AI solutions without the need to develop them from the ground up. Furthermore, the AI/ML API is designed to be scalable, accommodating everything from minimum viable products (MVPs) to full enterprise solutions, fostering growth alongside the business. Its cost-efficient pay-as-you-go pricing model minimizes initial financial outlay, promoting better budget management. Ultimately, leveraging this platform allows businesses to maintain a competitive edge through access to constantly evolving AI models. The integration of such technology can profoundly impact the overall productivity and innovation within a company.

**Splutter AI - Chatbot Integration** allows you to seamlessly add a fully customizable, AI-driven chatbot to your website. With hot-swappable models, real-time integrations, voice tools, automated bookings, and lead capture capabilities, Splutter AI delivers a highly interactive and efficient user experience. Complete Customization: - Layout: Fully customizable layout with options for color, gradients, opacity, blur effects, and even animations to fit your brand's aesthetic. - Prompt Engineering Behavior Tab: Fine-tune your chatbot’s conversational flow with prompt engineering settings. - Hot-Swappable: Instantly change models, tools, and integrations without downtime. - Real-Time Metrics & Debugging: Track chatbot performance, user interactions, and conversion rates. - Chat History: Store and review previous conversations for insight and analytics. - Notifications: Enable email and SMS alerts for key chatbot events. - Bot Debugger: Analyze and troubleshoot the chatbot’s behavior and responses. Key Features: - Calendar Tool: Automate bookings and schedule management. - Ticketing Tool: Create, assign, and resolve support tickets directly through the chatbot. - Lead Capture Tool: Automate lead generation and follow-

Automate your meeting notes with roombriks, your AI-powered scribe. For pitches, discovery calls, back-to-back meetings, and beyond, roombriks takes note-taking off your plate. While you stay engaged, roombriks is hard at work transcribing the conversation. Once the meeting ends, the highlights and details that matter most are organized automatically into the format of your choosing. roombriks connects seamlessly to the platforms you’re already using. From there, sharing is a cinch. With a single click, you can keep key stakeholders, colleagues, and company leadership in the know. Questions about the meeting? No problem. For an instant answer, just ask roombriks as if you were messaging a coworker.

If juggling numerous accounts and browser tabs feels daunting, Singlebox streamlines your experience by consolidating all your web applications, messaging platforms, and emails into a single window, thereby enhancing your productivity and simplifying your tasks. This means you can access everything online from just one interface. Effortlessly manage multiple accounts from platforms like Google and Microsoft without the inconvenience of constant logins. Whether you’re using it for professional purposes or personal activities, Singlebox ensures that all your resources are readily accessible. It allows you to operate websites in separate environments, providing protection against cross-site tracking. Switching between various accounts and applications becomes a breeze, eliminating the need to change browsers. Additionally, you can synchronize your apps, accounts, and preferences across all your devices. For even quicker access, you can pin web applications to the menu bar (tray) and utilize keyboard shortcuts. Moreover, you can secure your applications with passwords or touch IDs when you step away from your workspace. Say goodbye to intrusive ads, prevent trackers from invading your privacy, and enjoy faster loading times for your favorite websites as you navigate the digital world more efficiently. With Singlebox, your online experience becomes more organized and secure than ever before.

Training today is often not what employees need to be successful. The traditional methods are outdated and rely heavily on static materials and long lectures that do not engage the mobile workforce. Workers are frustrated and inefficient because they cannot absorb information or apply in real-world situations. There are few opportunities for practical learning, which leaves employees unprepared and disengaged. This disconnect not only hinders performance, but also stifles innovative thinking within organizations. It's time for a new approach to training that is more dynamic and hands-on, and speaks to the needs today's workforce. SparkLearn’s macro-adaptive Learning Experience Platform (LXP), which is a platform that measures a user's prior knowledge about a subject, allows them to customize the content level for them. Content authors can set thresholds to allow users to skip content that they already know.

Astah UML gives software teams and students a focused tool for UML 2.x modeling. Class, use case, sequence, activity, state machine, component, and deployment diagrams are all available, together with mind maps for early brainstorming. Every diagram is a view of a shared model, so renaming a class or changing a relationship updates it everywhere it appears. For AI-assisted work, Astah UML offers AI Chat Copilot and AI-assisted code reverse engineering, both of which connect to OpenAI, Azure OpenAI, Claude, Gemini, or any OpenAI-compatible endpoint through your own API key. A local MCP server lets external AI agents read and work with your models, and conventional reverse engineering turns existing Java, C#, and C++ code into diagrams without an AI service. Astah UML runs locally on Windows, macOS, and Linux. Developer: Change Vision, Inc. Current version: 12.0 (July 2026). Students can use it free of charge, and a 20-day trial is available for everyone else.

Cognee is an innovative open-source AI memory engine that converts unprocessed data into well-structured knowledge graphs, significantly improving the precision and contextual comprehension of AI agents. It accommodates a variety of data formats, such as unstructured text, media files, PDFs, and tables, while allowing seamless integration with multiple data sources. By utilizing modular ECL pipelines, Cognee efficiently processes and organizes data, facilitating the swift retrieval of pertinent information by AI agents. It is designed to work harmoniously with both vector and graph databases and is compatible with prominent LLM frameworks, including OpenAI, LlamaIndex, and LangChain. Notable features encompass customizable storage solutions, RDF-based ontologies for intelligent data structuring, and the capability to operate on-premises, which promotes data privacy and regulatory compliance. Additionally, Cognee boasts a distributed system that is scalable and adept at managing substantial data volumes, all while aiming to minimize AI hallucinations by providing a cohesive and interconnected data environment. This makes it a vital resource for developers looking to enhance the capabilities of their AI applications.

Smax AI is a comprehensive platform designed to optimize sales and customer engagement by using AI-driven chatbots, automation flows, and multi-channel integrations. The platform offers features such as automated responses, multi-channel customer support, and lead conversion tools that help businesses turn interactions into sales. It also includes tools for remarketing, allowing businesses to automatically follow up with customers who abandon conversations, boosting engagement and conversions. By integrating with popular social media and messaging platforms, Smax AI enhances customer experience and accelerates sales cycles, all while reducing manual workload and operational costs.

Hall offers a unique AI conversation intelligence platform that allows businesses to monitor how their brand appears in AI-driven discussions. It provides comprehensive analytics on how your website is cited in AI content, tracking engagement patterns and sentiment around your brand. With advanced features like agent analytics and generative answer insights, Hall helps you understand and optimize your digital presence to align with AI trends, improve brand perception, and drive more traffic through AI-generated content.