Our boutique software company was tasked with developing 'Specifications', a desktop application designed to streamline project planning for individuals and teams. Specifications helps users define project scope, break down work into manageable tasks, estimate effort, and leverage AI to generate missing elements. The goal was to create a powerful tool that reduces planning overhead, improves accuracy in cost estimation, and fosters better project definition.
The main challenges faced by our team were: Developing a robust and performant desktop application for both macOS and Windows platforms. Integrating AI capabilities to assist in generating project features, specifications, and tasks, while ensuring accuracy and relevance. Creating a user interface that is both intuitive and capable of handling complex project data.Supporting a multilingual environment with English, Chinese, Korean, Japanese, Vietnamese and Thai.Providing accurate estimates for tasks, especially when using AI-assisted generation.
To address these challenges, our team utilized a combination of cutting-edge technologies: Electron for cross-platform desktop application development, enabling deployment on both macOS and Windows. React for the application's user interface, providing a component-based and efficient development experience. AI Integration via models running locally for feature, specification, and task generation, leveraging natural language processing (NLP) and machine learning algorithms to provide intelligent support. Multilingual Support for English, Chinese, Korean, Japanese, Vietnamese and Thai languages, ensuring a localized user experience.
Electron
Node.js
Chromium
React
HTML5
CSS3
Javascript
Ollama RESTful API running Open Source models locally
The Specifications application was successfully launched internally and has since quickly gained traction among project managers and development teams in partnering businesses. Key results include a 70% Reduction in Initial Planning Time with users reporting a significant decrease in the time required to define project scope and create initial specifications. 35% Improvement in Cost Estimation Accuracy because the AI-assisted effort estimation capabilities have led to more precise project cost predictions. We have a 92% User Satisfaction Rate and Positive feedback consistently highlights the application’s usability and the value of the AI-powered features. Average User Engagement Time of 45 minutes per session, indicating high user adoption and stickiness, users are regularly engaging with the application to plan and manage their projects.
Specifications provides numerous benefits to individuals and teams, including Streamlined Project Planning which significantly reduces the time and effort required to define project scope and create detailed specifications; Improved Cost Estimation leverages AI to provide more accurate estimates of project costs and resource allocation; Enhanced Team Collaboration facilitates clear communication and shared understanding of project requirements; Multilingual Support enables users to work effectively in their preferred language, fostering inclusivity and accessibility; and Cross-Platform Compatibility ensures availability for both macOS and Windows.
"Specifications has become an essential part of our project planning process. The AI suggestions for features and tasks are surprisingly accurate, and the ability to estimate project costs upfront has saved us a lot of headaches." - Kobayashi Itsuki, Tech Startup