VERO: A Framework to Evaluate Any AI Project
Anoop Tiwari walks through VERO, a practical screen for deciding whether an AI project is ready to move forward.
Anoop Tiwari, Director, Innovation & Digital Strategy at AutoMobility Advisors, walks through VERO, a practical framework for evaluating any AI project before committing budget and teams to it. This clip comes from our September 2, 2026 webinar with Devox Software, “Moving Toward the AI-Defined Vehicle.”
Watch the full webinar with Chip Goetzinger, Anoop Tiwari, and Vadym Zotov on the Moving Toward the AI-Defined Vehicle webinar recap.
More from the AMA team.
Webinar recapMoving Toward the AI-Defined Vehicle: Webinar Recap
What it takes to deploy AI responsibly across automotive engineering, manufacturing, supply chain, and vehicle programs — from validating vendor claims to building the data, governance, and human oversight that make results measurable.
George Ayres · Sep 2, 2026
White paperFree PDFBuilding Towards the AI-Defined Vehicle
A framework for choosing and scaling an agentic AI use case in automotive: production traction, operating limits, and a roadmap to a first governed pilot.
AutoMobility Advisors & Devox Software · Jul 30, 2026Get the paper
NewsletterTowards the AI-Defined Vehicle: A Framework for Choosing and Scaling an Agentic Use Case
The industry is pivoting toward AI-defined vehicles, but most OEMs must first secure a stable software-defined vehicle foundation. Five reality checks, four production use cases, and a five-step roadmap to a first governed agentic pilot.
George Ayres · Jul 29, 2026
Talk to us about what you want to accomplish
Schedule 20-minutes with AMA. We will use the time to understand what you are trying to accomplish and how AMA can help.
