Defog.ai

Defog.ai provides fine-tuned AI models for enterprise SQL. It helps businesses speed up data analyses in SQL, Python, and R with AI assistants and agents tailored for their business - without sharing their data. Defog.ai's key features include the ability to ask questions of data in natural language, get results when needed, integrate with any SQL database or data warehouse, automatically visualize data as tables and charts, and fine-tune on your metadata to give results you can trust.

Maya is an AI-powered data robot that provides personalized answers and insights for enterprise data research. It combines multiple data sources and tools into one, automates tasks, offers smart suggestions, and saves time. Maya understands the specific insights required for each workflow and provides justification for implementation. It can access data from various sources, including internal integrations and external sources, and can translate queries in up to 14 languages. Maya is constantly learning and improving through advanced machine learning and regular updates with new data. It prioritizes data privacy and security, following industry-standard protocols to keep customer data safe.

Sherloq is an AI-powered platform designed for SQL users in data-driven teams. It provides a single source of truth for SQL data, offering deep analysis capabilities and time-saving features. With a focus on accessibility and collaboration, Sherloq allows users to get quick answers to specific questions, share insights with saved queries, and manage SQL repositories efficiently. The platform prioritizes data security, being SOC2 Audit certified, and requires no integrations into user data or metadata. Sherloq is trusted by over 1000 SQL users and is recognized for its fast growth and user satisfaction.

Luminal is a powerful AI copilot that enables users to clean, transform, and analyze spreadsheets 10x faster. It offers fast and efficient data analysis capabilities, allowing users to perform editing operations, answer complex questions, and run AI-enabled operations using natural language. Luminal simplifies data processing tasks, saving users time and effort. The application supports multiple languages, ensures secure data hosting with encryption, and offers flexible pricing plans to cater to different user needs.

Breadcrumb.ai is an AI data analytics platform that enables users to combine, analyze, and chat with their files using AI data analytic agents. The platform is designed to be intuitive, eliminating the need for coding or data expertise. Breadcrumb's AI agents integrate and clean data, allowing users to ask questions in plain language and generate dashboards effortlessly. The tool provides a visual analytic canvas for exploring data, facilitating communication and collaboration across teams in real-time. With Breadcrumb, users can streamline operations, accelerate sales, and drive marketing decisions with evidence-based insights.

Deepnote is an AI-powered analytics and data science notebook platform designed for teams. It allows users to turn notebooks into powerful data apps and dashboards, combining Python, SQL, R, or even working without writing code at all. With Deepnote, users can query various data sources, generate code, explain code, and create interactive visualizations effortlessly. The platform offers features like collaborative workspaces, scheduling notebooks, deploying APIs, and integrating with popular data warehouses and databases. Deepnote prioritizes security and compliance, providing users with control over data access and encryption. It is loved by a community of data professionals and widely used in universities and by data analysts and scientists.

PandasAI is an open-source AI tool designed for conversational data analysis. It allows users to ask questions in natural language to their enterprise data and receive real-time data insights. The tool is integrated with various data sources and offers enhanced analytics, actionable insights, detailed reports, and visual data representation. PandasAI aims to democratize data analysis for better decision-making, offering enterprise solutions for stable and scalable internal data analysis. Users can also fine-tune models, ingest universal data, structure data automatically, augment datasets, extract data from websites, and forecast trends using AI.

NLSQL is a B2B SaaS tool that empowers employees with an intuitive text interface to inform and speed up business decisions with significant benefits for enterprises. It works as the first NLP to SQL API, which doesn't require any sensitive or confidential data transfer outside the corporate IT ecosystem. NLSQL supports integrations to all main database types and corporate messengers, which helps drive businesses forward faster with data-driven business decisions.

Monitr is a data visualization and analytics platform that allows users to query, visualize, and share data in one place. It helps in tracking key metrics, making data-driven decisions, and breaking down data silos to provide a unified view of data from various sources. Users can create charts and dashboards, connect to different data sources like Postgresql and MySQL, and collaborate with teammates on SQL queries. Monitr's AI features are powered by Meta AI's Llama 3 LLM, enabling the development of powerful and flexible analytics tools for maximizing data utilization.

Reedr is an AI-powered browser automation tool that simplifies scraping at scale. It offers features such as text recognition (OCR), custom headers, CAPTCHA solver, and proxying for efficient data extraction. With Reedr, users can automate tasks, generate reports, and monitor running tasks in real-time. The tool utilizes AI capabilities to convert visible text and images on web pages into formatted data, supporting various data processing needs. Additionally, Reedr provides customized real-time reporting with API endpoints for different reporting teams, enabling data export in formats like CSV, XLSX, JSON, and YAML. The tool prioritizes industry-leading compliance, adhering to data protection laws and privacy regulations like GDPR.

Tabula is an AI-powered data analytics platform that enables analytics teams to build the entire data workflow directly within the data warehouse. It leverages the magic of AI to analyze, cleanup, and structure unstructured data, allowing users to go from idea to final content in a single workflow using prompt chains. Tabula offers features such as text summarization, similarity score, category tagging with AI, text translation, and cheatsheet community. It provides advantages such as automating spreadsheets, consolidating data access, activating data insights, empowering real-time analytics, and streamlining data management. However, some disadvantages include a learning curve for new users, potential dependency on external APIs, and limited deployment options.

SID is a data ingestion, storage, and retrieval pipeline that provides real-time context for AI applications. It connects to various data sources, handles authentication and permission flows, and keeps information up-to-date. SID's API allows developers to retrieve the right piece of data for a given task, enabling them to build AI apps that are fast, accurate, and scalable. With SID, developers can focus on building their products and leave the data management to SID.

Tablepad is an AI-powered data analytics tool that allows users to upload, view, and query data effortlessly. With Tablepad, users can generate insights and create charts without the need for coding skills. The tool supports various file formats and offers automated visual insights by generating graphs and charts based on plain English questions. Tablepad simplifies data exploration and visualization, making it easy for users to uncover valuable insights from their data.

DataChat is a no-code, AI analytics platform that enables business users to ask questions of their data in plain English, empowering them to gain insights quickly and efficiently. The platform allows users to refine questions, reshape data, and adjust insights without any coding required. DataChat ensures transparency in the workflow and maintains data security by performing all computations within the user's data warehouse. With DataChat, users can easily access real-time insights and make data-driven decisions to enhance their business operations.

Sequel is an AI-powered tool that serves as a natural language interface for databases, allowing users to effortlessly navigate and understand their data without the need to write complex SQL queries. By simply asking questions in plain English, users can quickly obtain insights and visualizations from their database. The tool supports a wide range of databases and services, ensuring users can connect to their existing database securely and efficiently. Sequel's AI capabilities enable users to generate SQL queries, uncover insights, and make better decisions based on the data analysis.

WhyHive is an AI-powered data analysis tool that helps users find and code key themes in their data, then visualize their findings with beautiful, shareable charts. It is designed to be easy to use, even for those with no prior experience with data analysis. WhyHive can analyze thousands of rows of data in minutes, saving users hours of manual coding time. It can also be used to analyze both quantitative and qualitative data, making it a versatile tool for a variety of research projects.

Defog.ai provides fine-tuned AI models for enterprise SQL. It helps businesses speed up data analyses in SQL, Python, and R with AI assistants and agents tailored for their business - without sharing their data. Defog.ai's key features include the ability to ask questions of data in natural language, get results when needed, integrate with any SQL database or data warehouse, automatically visualize data as tables and charts, and fine-tune on your metadata to give results you can trust.

Supersimple is an AI-native data analytics platform that combines a semantic data modeling layer with the ability to answer ad hoc questions, giving users reliable, consistent data to power their day-to-day work.

FinetuneDB is an AI fine-tuning platform that allows users to easily create and manage datasets to fine-tune LLMs, evaluate outputs, and iterate on production data. It integrates with open-source and proprietary foundation models, and provides a collaborative editor for building datasets. FinetuneDB also offers a variety of features for evaluating model performance, including human and AI feedback, automated evaluations, and model metrics tracking.

Pandalyst is an AI-powered tool that helps users write SQL queries faster and more efficiently. It provides an intuitive interface and uses AI to generate high-performing SQL queries without errors, regardless of the user's skill level. Pandalyst is suitable for both SQL beginners and experienced users and can be accessed through a web browser on any device. It prioritizes data security and does not store any data in its system.

Frequently.ai is an AI-powered tool designed to provide valuable insights and analytics based on customer feedback and reviews. It helps businesses analyze and understand customer sentiments, trends, and preferences to improve their products and services. The tool utilizes advanced natural language processing and machine learning algorithms to extract meaningful data from various sources, such as online reviews and social media comments. With its user-friendly interface and customizable features, Frequently.ai offers a comprehensive solution for businesses looking to enhance their customer experience and make data-driven decisions.

CrowdPrisma is an AI-powered platform that revolutionizes qualitative surveys by turning text responses into quantitative insights. It offers a powerful TextEngine that can analyze thousands of responses in minutes, group them into coherent themes, and provide sentiment classification. The platform features an interactive dashboard, AI-powered group finding, automatic discovery of respondent groups, multilingual support, and fair billing practices. CrowdPrisma is designed to help with market research, customer experience analysis, human resources insights, policy and public opinion research, and more.

ChatCSV is your personal data analyst that allows you to interact with your spreadsheets in a conversational manner. Simply upload a CSV file and start asking questions to get insights through visualizations. It is designed to assist users across various industries such as retail, finance, banking, marketing, and more, making data analysis more accessible and intuitive.

Avanzai is a workflow automation tool tailored for financial services, offering AI-driven solutions to streamline processes and enhance decision-making. The platform enables funds to leverage custom data for generating valuable insights, from market trend analysis to risk assessment. With a focus on simplifying complex financial workflows, Avanzai empowers users to explore, visualize, and analyze data efficiently, without the need for extensive setup. Through open-source demos and customizable data integrations, institutions can harness the power of AI to optimize macro analysis, instrument screening, risk analytics, and factor modeling.

Streamlit is a web application framework that allows users to create interactive web applications effortlessly using Python. It enables data scientists and developers to build and deploy data-driven applications quickly and easily. With Streamlit, users can create interactive visualizations, dashboards, and machine learning models without the need for extensive web development knowledge. The platform provides a simple and intuitive way to turn data scripts into shareable web apps, making it ideal for prototyping, showcasing projects, and sharing insights with others.

Chaplin is a 100% free AI-based technical analysis tool that offers a wide range of features for stock market analysis. It provides tools for live market analysis, stock, forex, and crypto screening, stock and chart analysis, sentiment analysis, trend prediction, price forecasting, and various strategy simulations. Users can access advanced stock analysis tools, stock scanners, time series analysis, and more. Chaplin also includes tools for portfolio optimization, earnings calendar tracking, financial analysis, investment calculation, and data visualization. The platform aims to assist professional traders with AI-driven insights and tools for making informed investment decisions.

Streamlit is a web application framework that allows data scientists and machine learning engineers to create interactive web applications quickly and easily. It simplifies the process of building and sharing data-focused applications by providing a simple Python script that can be turned into a shareable web app with just a few lines of code. With Streamlit, users can create interactive visualizations, dashboards, and machine learning models without the need for web development expertise.

Diagramming AI is an innovative tool that allows users to instantly design and edit UML structures, workflow designs, and various other diagrams with the power of AI. It offers features such as AI-powered automated diagram creation, AI chat for discussions and suggestions, quick edit functionality, project-based diagram code storage, flexible export options, customizable color themes, URL to diagram conversion, image to diagram generation, a library of diagram templates, and more. The tool caters to professionals like software developers, project managers, data analysts, educators, technical writers, business analysts, product managers, researchers, students, and marketing professionals, enhancing their visual representation capabilities across various domains.

PlotGPT is a data analyst that is available 24/7. It can help you with a variety of tasks, including data analysis, data visualization, and report generation. PlotGPT is easy to use and can be accessed from any device with an internet connection.

The website offers an AI-powered tool for easy data visualization through natural language commands. Users can transform CSV data into various charts without the need for complex coding. The platform provides a wide range of chart types, smart AI support, and prioritizes data security and privacy. It simplifies data visualization tasks, making it intuitive and versatile for users to create visual insights effortlessly.

Ajelix BI is a powerful yet easy-to-use data visualization platform that helps small business owners and non-technical teams create professional-looking reports with a dash of AI data analytics. With Ajelix BI, you can upload your spreadsheet files and create dashboards to share with colleagues, without the need for complex setups or database integrations. Ajelix BI also offers a suite of AI-powered tools for Excel, including an Excel formula generator, VBA & Google Apps code creator, Excel template builder, file translator, and Excel & Google Sheets add-on. These tools can help you automate tasks, improve productivity, and gain insights from your data.

Xata is a serverless data platform for PostgreSQL that provides a range of features to make application development faster and easier. These features include schema migrations, file attachments, full-text search, branching, and generative AI. Xata is designed to be the ideal database for application development, with a focus on code simplicity and extensibility. It is also built on open source, so developers can collaborate with the community to drive innovative ideas.

Compact Data Science is a data science platform that provides a comprehensive set of tools and resources for data scientists and analysts. The platform includes a variety of features such as data preparation, data visualization, machine learning, and predictive analytics. Compact Data Science is designed to be easy to use and accessible to users of all skill levels.

PixieBrix is an AI engagement platform that allows users to build, deploy, and manage internal AI tools to drive team productivity. It unifies AI landscapes with oversight and governance for enterprise scale. The platform is enterprise-ready and fully customizable to meet unique needs, and can be deployed on any site, making it easy to integrate into existing systems. PixieBrix leverages the power of AI and automation to harness the latest technology to streamline workflows and take productivity to new heights.

Outerbase is an AI-powered database platform that allows users to view, query, visualize, and edit their data. It features an AI Copilot, EZQL™, that can answer questions and generate SQL queries, a table editor that makes it easy to work with data, and a variety of plugins and themes to customize the experience. Outerbase integrates with most popular databases, including Postgres, MySQL, BigQuery, and Snowflake.

Kanaries is an augmented analytics platform that uses AI to automate the process of data exploration and visualization. It offers a variety of features to help users quickly and easily find insights in their data, including: * **RATH:** An AI-powered engine that can automatically generate insights and recommendations based on your data. * **Graphic Walker:** A visual analytics tool that allows you to explore your data in a variety of ways, including charts, graphs, and maps. * **Data Painter:** A data cleaning and transformation tool that makes it easy to prepare your data for analysis. * **Causal Analysis:** A tool that helps you identify and understand the causal relationships between variables in your data. Kanaries is designed to be easy to use, even for users with no prior experience with data analysis. It is also highly scalable, so it can be used to analyze large datasets. Kanaries is a valuable tool for anyone who wants to quickly and easily find insights in their data. It can be used by businesses of all sizes, and it is particularly well-suited for organizations that are looking to improve their data-driven decision-making.

Illustrur is an AI-powered tool that helps users create custom illustrations for their articles or blog posts. With Illustrur, users can upload their article, select their preferred art style and colors, and receive their illustrations in just 15 minutes. Illustrur's AI analyzes the article's content and generates unique, customized illustrations that are tailored to the specific needs of the user.

Jesse Zhang's personal website showcases his background in engineering, particularly in web development, AI/ML, and mathematics. He highlights his education at Harvard University and internships at renowned companies like Citadel, Google, and Intel. Zhang also mentions his entrepreneurial ventures, including founding Lowkey, which was acquired by Niantic, and his current work on a new company. The website features various projects he has worked on, such as real-time multiplayer implementations of Camel Up and Bananagrams, a financial data visualization tool, and a demo of Zero-Knowledge proofs in the game Mastermind. Additionally, Zhang shares his interest in writing math contest problems and his involvement in angel investing through Sequoia Scouts and Neo.

GPUX is a cloud platform that provides access to GPUs for running AI workloads. It offers a variety of features to make it easy to deploy and run AI models, including a user-friendly interface, pre-built templates, and support for a variety of programming languages. GPUX is also committed to providing a sustainable and ethical platform, and it has partnered with organizations such as the Climate Leadership Council to reduce its carbon footprint.

ChartAI is an AI-powered tool that helps you create beautiful charts and graphs from your data in seconds. With ChartAI, you can easily create bar charts, line charts, pie charts, and more. You can also customize your charts with different colors, fonts, and styles. ChartAI is the perfect tool for anyone who wants to create professional-looking charts and graphs quickly and easily.

Rationale is a cutting-edge decision-making tool powered by advanced AI technology, including the latest GPT model and in-context learning capabilities. It leverages artificial intelligence to provide users with valuable insights and recommendations for making informed decisions across various domains.

Medallia is a real-time text analytics software that empowers organizations to derive actionable insights from customer interactions. With a focus on omnichannel analytics, Medallia's AI-powered platform enables users to identify emerging trends, prioritize key insights, and drive real-time actions. By leveraging natural language understanding and out-of-the-box topic models, Medallia offers customizable KPIs and scalable text analytics solutions for various industries. The platform aims to transform unstructured data into actionable insights to enhance customer and employee experiences.

Warmy is an AI-driven email deliverability tool designed to revolutionize email warm-up for improved deliverability. It offers free tools, resources, and pricing options to help users fix email deliverability issues. By utilizing state-of-the-art AI-driven automation processes, Warmy prepares domains and IPs for email outreach campaigns, ensuring the highest email deliverability rates. The platform uses sophisticated algorithms to optimize email deliverability and reputation, leading to increased open and click rates across various email platforms like Gmail, Outlook, and Yahoo. Warmy helps emails bypass spam filters, build trust, and drive engagement, ultimately improving visibility and ensuring emails reach recipients' primary inboxes.

ValueProp.Dev is an AI-powered tool designed to help businesses create a Value Proposition Canvas based on their company description. The tool assists in identifying customer jobs, pains, gains, products, services, pain relievers, and gain creators to develop a compelling value proposition that resonates with the target audience. By leveraging AI technology, ValueProp.Dev streamlines the process of value proposition creation, enabling businesses to enhance their offerings and better meet customer needs.

functime is a time-series machine learning tool designed to perform forecasting at scale. It provides functions for scoring, ranking, and plotting thousands of forecasts simultaneously. With a focus on guiding users through their first end-to-end forecasting pipeline, functime serves as an AI copilot to analyze trends, seasonality, and causal factors in forecasts. The tool offers a comprehensive API reference and documentation, making it a valuable resource for both beginners and experienced analysts.

XenonStack is an AI application that offers a comprehensive suite of tools and services for building and managing Agentic Systems. The platform provides solutions for data management, analytics, AI transformation, and decision-making processes. With features like AI-enabled catalogs, industrial automation, and agent orchestration, XenonStack aims to empower enterprises to reimagine their business workflows and drive efficiency and agility through intelligent AI agents.

Trends Critical is an AI text generation SaaS application that combines trends with AI to provide faster and better outcomes. It helps users discover trend-validated opportunities, incorporate hype trends into business and personal growth, and create trend-inspired insights with AI. The platform accelerates growth by providing trend-backing partners and real-world hype trends, allowing users to launch products, build partnerships, and turn partner trends into profitable opportunities in seconds. With support for over 50 languages, Trends Critical offers 200+ trends, 60+ AI templates, and exclusive partnership opportunities for individuals, freelancers, influencers, brands, and corporates.

Slideworks is a platform offering strategy templates created by ex-McKinsey consultants. The website provides high-end PowerPoint and Excel templates for creating world-class strategy presentations. Users can access templates for consulting proposals, business strategies, market analysis, and more. Slideworks aims to streamline the process of creating professional presentations by offering proven frameworks, slide layouts, figures, and graphs. The platform is trusted by over 4,500 customers worldwide and is designed to meet the needs of individuals and businesses looking to enhance their strategic communication.

Isomeric is an AI tool that uses artificial intelligence to semantically understand unstructured text and extract specific data. It helps transform messy text into machine-readable JSON, enabling tasks such as web scraping, browser extensions, and general information extraction. With Isomeric, users can scale their data gathering pipeline in seconds, making it a valuable tool for various industries like customer support, data platforms, and legal services.

AnyAPI is an AI tool that allows users to easily add AI features to their products in minutes. With the ability to craft the perfect GPT-3 prompt using A/B testing, users can quickly generate a live API endpoint to power their next AI feature. The platform offers a range of use cases, including turning emails into tasks, suggesting replies, and retrieving plain text JSON. AnyAPI is designed to streamline the integration of AI capabilities into various products and services, making it a valuable tool for developers and businesses seeking to enhance their offerings with AI technology.

PG's Principles is an AI Mentor designed to provide responses based on the principles advocated by Paul Graham in his essays. It aims to help users make decisions by following the framework of the legendary figure. The tool offers a unique approach to mentorship by leveraging Graham's insights and philosophies.

AdIntelli is an AI tool that helps users earn revenue from their AI Agents by displaying in-chat ads. It offers a platform for maximizing ad revenue through advanced AI-driven monetization technology, tailored for AI applications and ChatGPT Plus subscriptions. AdIntelli simplifies the process of integrating ads into AI Agents without the need for coding skills, providing a seamless user experience and personalized ad placements.

Prooftiles is a platform designed to help businesses increase their conversion rate and average order value. It offers a suite of tools and features to optimize sales processes and enhance customer experience. With Prooftiles, businesses can access DocsLM to streamline document management and improve efficiency. The platform also provides pricing information, integrations with other tools, and valuable insights through its blog section.

Aicoachbud.com is a website that provides coaching services for personal development and career growth. The platform offers personalized coaching sessions with experienced professionals to help individuals achieve their goals and overcome challenges. With a focus on leveraging AI technology to enhance coaching effectiveness, aicoachbud.com aims to empower users with the tools and guidance needed to succeed in various aspects of their lives.

ChatCSV is your personal data analyst that allows you to interact with your spreadsheets in a conversational manner. Simply upload a CSV file and start asking questions to get insights through visualizations. It is designed to assist users across various industries such as retail, finance, banking, marketing, and more, making data analysis more accessible and intuitive.

Rawbot is an AI model comparison tool designed to simplify the selection process by enabling users to identify and understand the strengths and weaknesses of various AI models. It allows users to compare AI models based on performance optimization, strengths and weaknesses identification, customization and tuning, cost and efficiency analysis, and informed decision-making. Rawbot is a user-friendly platform that caters to researchers, developers, and business leaders, offering a comprehensive solution for selecting the best AI models tailored to specific needs.

Business Automated is an independent automation consultancy that offers custom automation solutions for businesses. They provide services such as creating automated content blogs, managing projects, sales CRM, and more. The website also features tutorials and products related to automation tools like Airtable, GPT API, and ChatGPT.

The AI Lean Canvas Generator is an AI-powered tool designed to help businesses create Lean Canvas for their company based on its description. It simplifies the process of summarizing key aspects of a business model, such as target market, value proposition, revenue streams, cost structure, and key metrics. The tool is based on the Lean Startup methodology, emphasizing rapid experimentation and iterative development to reduce risk and uncertainty in the early stages of a business. It offers a flexible and adaptable approach to building successful businesses, often used in conjunction with customer development and agile development practices.

Co-Founder AI is an AI-powered tool that accelerates startup success by providing in-depth business reports and actionable insights. It utilizes AI to generate well-structured business plans and offers essential insights to validate IT-business ideas. The tool covers various aspects such as market trends, competitor analysis, sales techniques, and fundraising strategies, enabling users to make data-driven decisions for driving growth.

SunDevs is an AI application that focuses on solving business problems to provide exceptional customer experiences. The application offers various AI solutions, features, and resources to help businesses in different industries enhance their operations and customer interactions. SunDevs utilizes AI technology, such as chatbots and virtual assistants, to automate and scale business processes, leading to improved efficiency and customer satisfaction.

JobMojito is an AI Interview Platform that offers real-time avatar and voice interviews for job candidates. It provides interview coaching, job preparation, and support in English. The platform allows users to screen, evaluate, and select top talent using an AI Avatar that converses with candidates in real-time. JobMojito offers a comprehensive solution for managing the entire interview process, including preparation, conducting interviews with the avatar, providing instant feedback, and assessing candidates using AI technology. The platform is designed to attract new talent and streamline the recruitment process for organizations.

Lenny Rachitsky is a website that offers insights and resources for product managers and entrepreneurs. It provides valuable articles, guides, and interviews to help professionals improve their product management skills and grow their businesses. The platform covers a wide range of topics such as product strategy, user research, and team management, making it a valuable resource for anyone working in the product development field.

AppManager is an AI IT agent designed specifically for startups to streamline app and user provisioning processes. With the power of AI, AppManager makes managing app subscriptions, user permissions, and payment methods effortless and cost-effective. It helps startups focus on growth by simplifying IT management tasks and providing smart spending insights.

WriteMyPrd is an AI tool designed to make writing Product Requirements Documents (PRDs) easier and more efficient. By leveraging ChatGPT Olvy 3.0, the tool speeds up feedback analysis by 10x, helping users to quickly generate PRDs with basic information. Users can access resources, templates, and guides to assist in creating effective PRDs. The tool aims to simplify the process of initiating and outlining product planning and delivery through a user-friendly interface.