Autoplot is a powerful, macOS-native application designed to unify scientific data analysis, plotting, and publishing into one seamless workspace. It eliminates the multi-tool overhead and endless copy-paste cycles, providing a comprehensive environment for importing, treating, plotting, and publishing data with full data privacy.It targets students, scientists, and R&D teams who require robust, efficient, and secure tools for their data visualization and analysis needs.Key FeaturesOne unified workspace for importing, analyzing, plotting, and publishing scientific data.Seamless data import from SFTP or local files, with native merge and header treatment.Full Python flexibility for import, custom statistics, and analysis, driven by an AI assistant.Pre-vetted analysis cards for common scientific tasks like log-binned PDFs, CCDF fits, and scaling.Versatile plotting capabilities including 2D, 3D, heat maps, and unlimited series overlay with pixel-perfect annotations.Local-first AI assistant that reads intent and schema, never raw values, ensuring data privacy.Pixel-perfect exports to Vector PDF (with embedded fonts), PNG, and JPG, plus multi-panel board composition.Use CasesFor Students: Autoplot streamlines the process of turning raw lab CSVs into fitted plots and vector PDFs for coursework. Students can quickly generate publication-ready figures without the need to build complex data pipelines, and easily reopen, tweak, and re-export their work for revisions.For Scientists: The platform empowers scientists to conduct rigorous analysis, fit heavy-tailed distributions, and inspect diagnostics with confidence. The AI assistant's generated Python code is readily available for review, ensuring transparency and reproducibility, crucial for peer-reviewed publications.For R&D Teams: Autoplot is ideal for R&D teams handling sensitive data that cannot leave the building. Its local-first design ensures data privacy, as the optional AI assistant only reads data schema, not raw values. This provides powerful analysis capabilities without cloud dependency or seat lock-in, meeting strict NDA requirements.Pricing InformationAutoplot operates on a freemium model. The "Free" tier offers essential X&Y plots, histograms with fits, PDF/power-law analysis, vector PDF export, and project save/load, along with 10 hosted-AI credits/month. The "Plus" tier ($7.99/mo) expands on this with advanced surfaces like CDF/CCDF, heat maps, 3D plots, and correlations, also including 10 hosted-AI credits/month. The "Pro" tier ($17.99/mo) provides everything in Plus with a generous 1000 hosted-AI credits/month for extensive assistant use. Yearly billing offers a discount equivalent to two months free.User Experience and SupportAutoplot is a true Mac-native application, built with SwiftUI for Apple Silicon, ensuring instant launch, native scrolling, and a responsive user experience. It functions as a document-based project, not a browser tab, allowing users to open large CSVs directly from disk without upload limits. The integrated AI assistant offers conversational help across the entire toolkit, making complex tasks accessible in plain language. While specific documentation or tutorial links are not provided in the text, the intuitive design and AI guidance suggest a user-friendly experience.Technical DetailsThe application is a native SwiftUI app specifically engineered for Apple Silicon. It embeds the full scientific Python stack, including NumPy, SciPy, and Matplotlib, allowing all analysis and plotting to run locally within the app without requiring external installations or an internet connection for core functionality. The AI assistant utilizes an open-weights model that never trains on user inputs, and for larger prompts, it leverages Apple Private Cloud Compute for on-device-grade privacy even when data temporarily leaves the Mac.Pros and ConsPros: Unified workspace, strong data privacy (local-first, no training on inputs), native Mac performance, AI assistant for Python code generation and app control, pre-vetted analysis tools, pixel-perfect exports, freemium model.Cons: Mac-only platform, potential learning curve for advanced features or assistant usage, hosted-AI credits are limited in lower tiers.ConclusionAutoplot offers an unparalleled, privacy-focused solution for scientific data analysis and visualization on macOS. Its integrated toolkit and intelligent assistant streamline complex workflows, enabling students, scientists, and R&D teams to efficiently produce high-quality, publication-ready figures. Explore Autoplot today to transform your data analysis experience and unify your scientific workflow.