Best AI tools for< Manage Product Lifecycles >

HatchWorks is an AI development partner that specializes in building AI-native solutions and using AI to enhance software development processes. The company offers services such as Gen AI Product Development, Data & AI/ML Software Development, Product Strategy, and UX & UI Design. HatchWorks leverages cutting-edge technologies like Generative AI, Machine Learning, and AI-Powered Software Development to deliver custom software solutions efficiently. The company's proprietary Generative-Driven Development™ methodology enables faster software development, increased productivity, and cost-effectiveness. HatchWorks is trusted by leading brands for delivering exceptional AI-driven outcomes and impactful solutions.

Prodmap AI is an AI-powered platform that automates the entire product development lifecycle, from roadmap selection and requirement generation to code architecture and release documentation. It helps streamline product development processes, save time, cut costs, and deliver impactful results. The platform offers features such as roadmap generation, faster roadmap planning, AI PRD generation, feature prioritization, real-time project monitoring, proactive risk management, end-to-end visibility, actionable execution insights, knowledge base, integrated tools, strategic initiative insights, custom AI agents, tailored automation, flexible AI solutions, and personalized workflows.

Vellum AI is an AI platform that supports using Microsoft Azure hosted OpenAI models. It offers tools for prompt engineering, semantic search, prompt chaining, evaluations, and monitoring. Vellum enables users to build AI systems with features like workflow automation, document analysis, fine-tuning, Q&A over documents, intent classification, summarization, vector search, chatbots, blog generation, sentiment analysis, and more. The platform is backed by top VCs and founders of well-known companies, providing a complete solution for building LLM-powered applications.

One Data is an AI-powered data product builder that offers a comprehensive solution for building, managing, and sharing data products. It bridges the gap between IT and business by providing AI-powered workflows, lifecycle management, data quality assurance, and data governance features. The platform enables users to easily create, access, and share data products with automated processes and quality alerts. One Data is trusted by enterprises and aims to streamline data product management and accessibility through Data Mesh or Data Fabric approaches, enhancing efficiency in logistics and supply chains. The application is designed to accelerate business impact with reliable data products and support cost reduction initiatives with advanced analytics and collaboration for innovative business models.

Kraftful is an AI-powered platform designed for product builders to collect, analyze, and act on user feedback efficiently. It offers features such as sentiment analysis, auto-organizing insights into projects, generating surveys, AI-powered user interviews, and feedback translation. Kraftful helps product teams save time by automating tasks like crafting user surveys, analyzing feedback, and generating user stories. The platform aims to provide actionable product insights by turning volumes of user feedback into valuable information for product development.

Kraftful is an AI-powered tool that helps product teams collect, analyze, and prioritize user feedback. It integrates with various feedback sources, such as surveys, app store reviews, support tickets, and user interviews, to provide a comprehensive view of user needs and pain points. Kraftful uses natural language processing and machine learning to automatically categorize and summarize feedback, making it easy for product teams to identify trends and make data-driven decisions.

Signify is an AI-powered Compliance Management System designed for manufacturers to automate compliance processes by analyzing documents to ensure regulatory requirements are met throughout the product life cycle. It accelerates time to market, reduces review times, and enhances confidence in supplier choices by automating compliance tasks and providing real-time conformity analysis.

SyBridge Technologies is an AI-powered platform that bridges the gap between innovation and mass production. It offers a wide range of capabilities including design & engineering, rapid prototyping, tooling, advanced manufacturing, and supportive injection molding. The platform provides on-demand manufacturing solutions across the product lifecycle, combining cutting-edge digital technologies with expertise in tooling, engineering, and design to accelerate success. SyBridge Technologies caters to industries such as life sciences, health & beauty, consumer products, aerospace, and mobility & industrial.

Ardor is an AI tool that offers an all-in agentic software development lifecycle automation platform. It helps users build, deploy, and scale AI agents on the cloud efficiently and cost-effectively. With Ardor, users can start with a prompt, design AI agents visually, see their product get built, refine and iterate, and launch in minutes. The platform provides real-time collaboration features, simple pricing plans, and various tools like Ardor Copilot, AI Agent-Builder Canvas, Instant Build Messages, AI Debugger, Proactive Monitoring, Role-Based Access Control, and Single Sign-On.

Freeplay is a tool that helps product teams experiment, test, monitor, and optimize AI features for customers. It provides a single pane of glass for the entire team, lightweight developer SDKs for Python, Node, and Java, and deployment options to meet compliance needs. Freeplay also offers best practices for the entire AI development lifecycle.

Outlit is a contract management software that uses AI to help companies reduce overhead costs and streamline workflows. It automates manual, tedious, and costly tasks such as risk analysis, negotiation, and contract knowledge base creation.

Trazable LifeCycle is a sustainability software designed to measure, improve, and report the sustainability of companies. It simplifies the process of measuring and reporting environmental impact by providing tools to create process maps, add environmental impact data, and generate key sustainability indicators. The software is tailored for the food industry, offering over 50 million industry-specific data points to aid in decision-making and compliance with sustainability regulations. Trazable LifeCycle ensures data validity by using constantly updated and validated datasets, allowing users to measure both product and organizational carbon footprints.

Xamun is an AI-augmented software development platform that brings together the latest AI technologies, expert development partners, and best practices in a single platform. It offers visibility, quality, and speed throughout the entire software development lifecycle. Users can design custom software, build automated workflows, generate product ideas, and benefit from AI-powered solutions for various industries and use cases.

Monitaur is an AI governance software that provides a comprehensive platform for organizations to manage the entire lifecycle of their AI systems. It brings together data, governance, risk, and compliance teams onto one platform to mitigate AI risk, leverage full potential, and turn intention into action. Monitaur's SaaS products offer user-friendly workflows that document the lifecycle of AI journey on one platform, providing a single source of truth for AI that stays honest.

Digital.ai is an AI-powered DevOps platform that helps organizations automate software releases, improve mobile application testing and security, and provide insights across the software lifecycle. The platform includes a suite of products that can be used to manage the complexities of software delivery, including analytics and intelligence, enterprise agile planning, application protection and security, continuous testing, release orchestration, and deployment automation.

Vouchery.io is an all-in-one promotional engine designed to help businesses orchestrate and deliver the right incentives at every stage of the customer lifecycle. It offers features such as Coupons & Discounts, Loyalty Program, Gift Cards & Vouchers, and Referral Program. The platform is AI-powered, providing contextual, predictive marketing promotions and special offers to enhance customer engagement. Vouchery enables users to create, distribute, and manage promotions efficiently, maximizing promotional ROI and preventing coupon abuse. The platform also offers 24/7 customer support and a programmable Coupon API for seamless integration with various systems.

Patsnap is an AI-powered innovation intelligence platform that provides data, analytics, and expertise for innovative companies. It revolutionizes how IP and R&D teams collaborate by helping them analyze the competitive landscape, reduce risks, and accelerate the entire innovation lifecycle. Patsnap offers a connected product suite trusted by over 12,000 innovators worldwide, saving valuable time and resources. The platform enables users to ideate, validate, review, submit, and monitor innovations with advanced AI tools and collaboration features.

DocuSign is an electronic signature and contract lifecycle management company. It offers a suite of applications designed to help businesses of all sizes create, commit to, and manage agreements. DocuSign's Intelligent Agreement Management (IAM) platform leverages AI and integrates with existing business platforms to transform how businesses manage agreements. DocuSign's products and services include eSignature, contract lifecycle management, document generation, web forms, electronic notarization, multi-channel delivery, APIs, and platform services.

Stampli is a leading AP Automation & Invoice Management Software that streamlines financial processes by automating invoice processing, vendor engagement, and expense management. With advanced AI capabilities, Stampli offers fast deployment, easy integration with popular ERPs, and smart features like Billy the Bot for automating manual tasks. Stampli provides visibility and control over the entire invoice lifecycle, making AP automation efficient and accurate. The platform also offers integrated products for payments, vendor management, and insightful analytics for audit readiness.

Airfocus is a strategic product management platform that helps teams manage strategy, understand user needs, prioritize, and align around clear roadmaps. It is a modular platform that can be customized to fit the unique needs of each team. Airfocus offers a variety of features, including OKR tracking, roadmap planning, prioritization, feedback collection, and user engagement. It also integrates with a variety of other tools, such as Jira, Trello, and Asana.

The AI Enablement Stack is a curated collection of venture-backed companies, tools, and technologies that enable developers to build, deploy, and manage AI applications. It provides a structured view of the AI development ecosystem across five key layers: Agent Consumer Layer, Observability and Governance Layer, Engineering Layer, Intelligence Layer, and Infrastructure Layer. Each layer focuses on specific aspects of AI development, from end-user interaction to model training and deployment. The stack aims to help developers find the right tools for building AI applications faster and more efficiently, assist engineering leaders in making informed decisions about AI infrastructure and tooling, and help organizations understand the AI development landscape to plan technology adoption.

Experts.js is a tool that simplifies the creation and deployment of OpenAI's Assistants, allowing users to link them together as Tools to create a Panel of Experts system with expanded memory and attention to detail. It leverages the new Assistants API from OpenAI, which offers advanced features such as referencing attached files & images as knowledge sources, supporting instructions up to 256,000 characters, integrating with 128 tools, and utilizing the Vector Store API for efficient file search. Experts.js introduces Assistants as Tools, enabling the creation of Multi AI Agent Systems where each Tool is an LLM-backed Assistant that can take on specialized roles or fulfill complex tasks.

PartCAD is a tool for documenting manufacturable physical products, providing tools to maintain product information and streamline workflows at all product lifecycle phases. It is a next-generation CAD tool that focuses on specifying manufacturable physical products using computer-aided design in a more generic sense, including the use of AI models. PartCAD offers modular and reusable packages for product information, generating outputs like product documentation, bill of materials, sourcing information, and manufacturing process specifications. It integrates with third-party tools for iterative improvements, design validation, and manufacturing processes verification. PartCAD also offers supplementary products like a CRM and inventory tool for managing part manufacturing and assembly shops. By enabling easy switching between third-party tools, PartCAD creates a competitive environment for service providers and ensures data sovereignty for users.

Awesome MLOps is a curated list of tools related to Machine Learning Operations, covering areas such as AutoML, CI/CD for Machine Learning, Data Cataloging, Data Enrichment, Data Exploration, Data Management, Data Processing, Data Validation, Data Visualization, Drift Detection, Feature Engineering, Feature Store, Hyperparameter Tuning, Knowledge Sharing, Machine Learning Platforms, Model Fairness and Privacy, Model Interpretability, Model Lifecycle, Model Serving, Model Testing & Validation, Optimization Tools, Simplification Tools, Visual Analysis and Debugging, and Workflow Tools. The repository provides a comprehensive collection of tools and resources for individuals and teams working in the field of MLOps.

AiDE is a lightweight framework for structuring AI-assisted development. It standardizes project context management, documentation, and collaboration, ensuring the assistant stays informed and productive throughout the project lifecycle. It offers drop-in simplicity with no dependencies, versatile usage for new and existing projects, and standardized templates for roadmaps, tasks, decisions, and sessions. The framework helps track project state, decision records, task management, and session tracking. It encourages best practices like starting each session by reviewing `.context` files, tracking task completion, documenting key decisions, and recording session summaries. The folder structure includes files for current state, roadmap, tasks, decisions, and sessions, with specific directories for active, completed, hold, and planned tasks. Contributions are welcome to enhance the usability of `.context`, and optional global rules for AI assistants are provided to optimize integration with the framework.

LLMOps with Prompt flow is a template and guidance for building LLM-infused apps using Prompt flow. It provides centralized code hosting, lifecycle management, variant and hyperparameter experimentation, A/B deployment, many-to-many dataset/flow relationships, multiple deployment targets, comprehensive reporting, BYOF capabilities, configuration-based development, local prompt experimentation and evaluation, endpoint testing, and optional Human-in-loop validation. The tool is customizable to suit various application needs.

ShellChatGPT is a shell wrapper for OpenAI's ChatGPT, DALL-E, Whisper, and TTS, featuring integration with LocalAI, Ollama, Gemini, Mistral, Groq, and GitHub Models. It provides text and chat completions, vision, reasoning, and audio models, voice-in and voice-out chatting mode, text editor interface, markdown rendering support, session management, instruction prompt manager, integration with various service providers, command line completion, file picker dialogs, color scheme personalization, stdin and text file input support, and compatibility with Linux, FreeBSD, MacOS, and Termux for a responsive experience.

AiTreasureBox is a versatile AI tool that provides a collection of pre-trained models and algorithms for various machine learning tasks. It simplifies the process of implementing AI solutions by offering ready-to-use components that can be easily integrated into projects. With AiTreasureBox, users can quickly prototype and deploy AI applications without the need for extensive knowledge in machine learning or deep learning. The tool covers a wide range of tasks such as image classification, text generation, sentiment analysis, object detection, and more. It is designed to be user-friendly and accessible to both beginners and experienced developers, making AI development more efficient and accessible to a wider audience.

Extractor is an AI-powered data extraction library for Laravel that leverages OpenAI's capabilities to effortlessly extract structured data from various sources, including images, PDFs, and emails. It features a convenient wrapper around OpenAI Chat and Completion endpoints, supports multiple input formats, includes a flexible Field Extractor for arbitrary data extraction, and integrates with Textract for OCR functionality. Extractor utilizes JSON Mode from the latest GPT-3.5 and GPT-4 models, providing accurate and efficient data extraction.

A curated list of Generative AI projects, tools, artworks, and models

Awesome-LLM is a curated list of resources related to large language models, focusing on papers, projects, frameworks, tools, tutorials, courses, opinions, and other useful resources in the field. It covers trending LLM projects, milestone papers, other papers, open LLM projects, LLM training frameworks, LLM evaluation frameworks, tools for deploying LLM, prompting libraries & tools, tutorials, courses, books, and opinions. The repository provides a comprehensive overview of the latest advancements and resources in the field of large language models.

AITreasureBox is a comprehensive collection of AI tools and resources designed to simplify and accelerate the development of AI projects. It provides a wide range of pre-trained models, datasets, and utilities that can be easily integrated into various AI applications. With AITreasureBox, developers can quickly prototype, test, and deploy AI solutions without having to build everything from scratch. Whether you are working on computer vision, natural language processing, or reinforcement learning projects, AITreasureBox has something to offer for everyone. The repository is regularly updated with new tools and resources to keep up with the latest advancements in the field of artificial intelligence.

The 'Awesome AI Guidelines' repository aims to simplify the ecosystem of guidelines, principles, codes of ethics, standards, and regulations around artificial intelligence. It provides a comprehensive collection of resources addressing ethical and societal challenges in AI systems, including high-level frameworks, principles, processes, checklists, interactive tools, industry standards initiatives, online courses, research, and industry newsletters, as well as regulations and policies from various countries. The repository serves as a valuable reference for individuals and teams designing, building, and operating AI systems to navigate the complex landscape of AI ethics and governance.

Expert on B2B product management insights.

PLM Body of Knowledge

An intelligent digital mentor designed to guide product managers through the complexities of product lifecycle management.

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Drives innovative product development and strategies for business growth.

Helping you build better products!

经验丰富的产品经理与技术专家，汇聚了二十年跨领域精华，从产品设计、市场分析到技术实现，乃至职业发展，无所不包。无论您是面临何种困难与挑战，全能产品大师都能为您提供量身定制的解决方案

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Tips, guides og anbefalinger til hvordan du bygger digitale produkter. Baseret på Anders Schäffner's noter og udgivelser

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