
"Measuring the Effectiveness of a Fine-Tuned Scrum Agent: A Study on Accuracy, Utility, and Expert Validation."
This study investigates how fine-tuned AI models—like our Value Delivery Facilitator (VDF.AI) agent—can deliver accurate, actionable, and expert-aligned guidance to Scrum teams. It tackles a critical challenge in Agile transformations: the risk of misinformation and misapplied practices. Our research combines rigorous quantitative evaluation with expert validation, demonstrating VDF.AI's real-world capability to support Agile teams with trustworthy, context-aware advice.
Read the full articleDon't just follow best practices—master them. Transform your team's performance with real-time insights, tailored recommendations, and secure, on-premise or cloud-based AI solutions.
Uncover root causes and optimize team dynamics with our interactive causal loop diagrams.
Equip your teams with precise, contextual guidance that empowers them to adapt and thrive.
Benefit from AI trained in patterns and systems thinking for continuous improvement.
Choose between fully on-premise deployment and cloud SaaS to fit your organization's security and compliance requirements..
Your personal AI advisor understands the unique dynamics of your organization.
Avoid irrelevant noise—focus only on precise, actionable outcomes.
Communicate effortlessly in any language. Our platform is designed for diversity and accessibility.
Your AI evolves with your business, always integrating the latest advancements.
Developed by a team deeply experienced in organizational transformation, agile, and AI. .
Make informed choices grounded in robust quantitative insights.
Real-time AI agents for Agile teams.
A secure, locally hosted, RAG based, AI chat experience.
An AI-powered coding assistant you fully control.
VDF AI enhances performance through intelligent advice, targeted strategies, and automated actions. .
Gain clarity with causal loop diagrams and refined explanations.
Upload reports and receive structured analyses of teams, programs, and enterprises.
Automatically connect with your tools—Jira, GitHub, GitBook—and unlock new insights
92% expert-aligned accuracy in recommendations
30% faster backlog refinement cycles reported in pilot studies
The systemic 100% compliance-ready on-premise architecture
AI promises to fundamentally alter how companies are structured, how communication flows within teams, and how operational overhead is managed. Traditional approaches to organization design may soon be replaced by AI-driven models that can not only streamline operations but also reshape the way people interact and collaborate.
In the rapidly evolving landscape of modern business, the ability to stay agile is now a critical factor for success. Teams and organizations are under constant pressure to adapt to shifting markets, emerging technologies, and increasing customer expectations. So, what sets VDF AI apart? Let's explore the journey, vision, and key innovations behind this groundbreaking platform.
As technology advances, AI is revolutionizing Agile methodologies in unprecedented ways. From automated testing to predictive analytics, discover how AI is transforming traditional Agile practices and paving the way for true organizational agility.