
"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 articleDiscover how VDF AI empowers your organization with intelligent, adaptive, and inclusive solutions—engineered for real results and continuous growth.
Get instant, expert guidance tailored to your organization’s unique needs—anytime, anywhere.
Cut through the noise—focus on clear, measurable outcomes that drive your business forward.
Communicate and collaborate in any language—VDF AI is built for global teams and accessibility.
Stay ahead—VDF AI continuously adapts and integrates the latest advancements for your success.
Built by leaders in AI, agile, and organizational transformation—trusted expertise at your service.
Make confident choices with insights grounded in robust, quantitative analysis.
Powered by secure, role-aware agents, it integrates into your tools and runs on your terms — SaaS or on-premises.
Reveal root causes and make team dynamics visible with interactive, system-thinking visualizations.
Leverage AI trained in agile patterns and systems thinking — always ready to support continuous improvement.
Benefit from AI trained in patterns and systems thinking for continuous improvement.
Choose between secure on-premise deployment or managed SaaS — tailored to your data governance and compliance needs.
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
A step-by-step guide for enterprises to build secure, private AI copilots tailored to their workflows, with real-world examples and best practices.
Explore the benefits of on-premise code assistants in enhancing security, compliance, and intellectual property protection in software development.
Discover why on-premise AI solutions are becoming essential for enterprises and get a comprehensive roadmap for successful implementation in your organization.