2 days agoOpen Data Product Specification matured to a governed sustainable standardThis article outlines the evolution of the Open Data Product Specification (ODPS) from its beginnings in 2019 to its anticipated independence by the end of 2023. Initially a side project, ODPS evolved into a robust data product metadata model, integrating business metadata, SLAs, and security. Key developments included the establishment…Data Product Creation4 min readData Product Creation4 min read
Nov 20Generating sub-tasks for user stories with AI — comparative studyIn the previous articles I have covered how we got this far — just a brief recap. The idea is that the customer gives requirements in natural language and the Product Copilot agent refines and refactors the customer input in dialog into a business requirements package. After that Product Copilot…Data Product Manager6 min readData Product Manager6 min read
Nov 16JIRA Product Owner CopilotI have been a Product Owner of multiple IT systems, smaller and bigger. I have always hated the beginning of getting stories in JIRA or some other issue management system. I wanted a simple tool to make my life easier and save my time. I wanted a faster start. That…Gpt4 min readGpt4 min read
Nov 12Open Data Product Builder GPTCreating data products in a standard format is needed for scaling and tool development. For some years I’ve been working around a standard data product metadata model. Since OpenAI released tools to build GPTs for my own purposes, I took a stab at it and created a simple tool to…Data Product Creation3 min readData Product Creation3 min read
Nov 9Generate data product work plans for an autonomous team with AI — Data CopilotsI continued with the idea that I presented in the earlier post around creating backlogs and work plans for autonomous AI teams to actually work on a data product derived from customer requirements given in natural language. In my model, I utilize Scrum thinking, agile processes, and even the same…Autonomous8 min readAutonomous8 min read
Nov 4Embracing the Data Product Future: Agile Scrum Process with AI AgentsIn the ever-evolving landscape of software development, integrating Artificial Intelligence (AI) into the Agile Scrum process is not just innovative; it’s becoming essential. Let’s delve into an intriguing model where AI agents streamline and enhance the Agile methodology in the context of data products. This post is part of the…Agile6 min readAgile6 min read
Nov 2Autonomous Open Source Data Product TeamWe invite you to become a part of the Autonomous Open Source Data Product Team, a pioneering open source project aimed at shaping the future of Data Products through the power of AI and collaborative development. …AI3 min readAI3 min read
Oct 27Unlocking the Future of Data Products: Business focused AI agents teamTime to dream a little. This post describes the AI agents use case I am now implementing with AI agents. This is part of my PhD research and looking for partners and companies willing to explore AI agents driven data product value chain enhancements. Some parts of the “dream” can…Data5 min readData5 min read
Oct 14OpenAPI extensions with selected Open Data Product Specification featuresA customer approached the Open Data Product Specification development group expressing their interest in incorporating ODPS into their platform. This platform serves multiple governments and serves as the cornerstone of their data exchange ecosystem, facilitating cross-border data exchange between countries. …Standards7 min readStandards7 min read
Oct 1Practical AI Use Case Value Delivery FrameworkMost of us probably get goosebumps when the words “process” or “framework” are mentioned. Like it or not, you need both. Clear processes and frameworks are essential in AI-driven data product value delivery for several reasons. …Framework5 min readFramework5 min read
