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Title
Vinli Revolutionizes Fleet Intelligence with AI-Powered Operations
…a Demo Login Contact Us Try Databricks Customer Stories / Vinli CUSTOMER STORY Revolutionizing Fleet Intelligence with AI-Powered Operations 40% Faster time to market for AI-powered product launches 2–3x Increase in scal…
Description
Vinli launched Velona, a next-generation AI-powered fleet management platform built on the Databricks Data + AI Platform, using agentic AI to connect vehicle and driver data with actionable business outcomes. Vinli realized a 40% faster time to market, a 2-3x increase in scalability and workload performance, and a 30% reduction in project onboarding time.
…ing time Vinli, a leader in fleet data orchestration and mobility intelligence, has launched Velona™, a next-generation AI-powered fleet management platform built on the Databricks Data + AI Platform. Designed to help fleet operators find unseen cost savings, proactively surface…
…li CUSTOMER STORY Revolutionizing Fleet Intelligence with AI-Powered Operations 40% Faster time to market for AI-powered product launches 2–3x Increase in scalability and workload performance 30% Reduction in project…
Company
Vinli
…n scalability and workload performance 30% Reduction in project onboarding time Vinli, a leader in fleet data orchestration and mobility intelligence, has launched Velona™, a next-generation AI-powered fleet management platform b…
Industry
Manufacturing
…r the era of pervasive data and intelligent automation. Share this post Details Industry : Manufacturing Use Case : Artificial Intelligence , Data Warehousing , Governance and Security…
Problem
Vinli's mission is to turn disconnected vehicle and driver data into real operational and financial insight, a challenge magnified by the diversity of hardware, data protocols, and vendor systems in today's fleets. Fleet teams need more than dashboards — they need a system that ties operational signals to financial outcomes and automates manual work.
…cycles, and robust security to fleets of all sizes. Bringing Fleet Data to Life Vinli’s mission is to turn disconnected vehicle and driver data into real operational and financial insight — a challenge magnified by the diversity of hardware, data protocols, and vendo…
…s of telematics and OEM data, which are often siloed across various platforms. “Fleet teams need more than dashboards — they need a system that ties operational signals to financial outcomes and automates manual work,” shares Matt Himelfarb, CEO. Vinli recognized that finding hidden costs, predi…
Solution
Vinli built Velona, an AI-powered fleet management platform on the Databricks Data + AI Platform, leveraging agentic AI to connect diverse vehicle and driver data with actionable business outcomes. The Databricks Lakehouse architecture, along with Delta Lake, MLflow, Unity Catalog, and Lakeflow, unifies raw telematics, enterprise, and operational data for advanced analytics and machine learning workflows, through deep integrations with OEMs, telematics providers, and driver mobile devices.
…se, and operational data for advanced analytics and machine learning workflows. Technologies such as Delta Lake, MLflow, Unity Catalog, and Lakeflow deliver robust data governance, optimized model operations, and efficient pipeline orchestration. By leveraging Databricks throughout their software development workflows, Vinli…
Business value
Vinli realized a 40% faster time to market for Velona compared to legacy environments. Early production metrics show a 2–3x increase in scalability and workload performance. Project onboarding time decreased by nearly 30%, deployment velocity increased by over 40%, and redundant ETL workloads decreased by 25%.
…est practices for scalable data engineering and ML development,” Matt explains. Project onboarding time decreased by nearly 30%, and cloud compute costs dropped as pipelines and clusters were optimized. Model development moved from weeks to days, deployment velocity increased by over 40%, and redundant ETL workloads decreased by 25%, allowing Vinli to focus on real-time inference and simulation. Driving Measura…
AI capabilities
Agentic AI, Predictive Analytics
…t savings, proactively surface operational risk, and automate manual workflows, Velona leverages agentic AI to connect diverse vehicle and driver data with actionable business outcomes. Through deep integrations with OEMs, telematics providers, and driver mobile de…
…l are measurable outcomes stemming directly from Databricks-powered innovation. The ability to automate risk prediction and surface actionable recommendations is driving reductions in downtime, liability, and operational expenses for fleet operators. The platform’s advanced analytics empower managers and dis…
Business functions
Supply Chain & Logistics
…orkload performance 30% Reduction in project onboarding time Vinli, a leader in fleet data orchestration and mobility intelligence, has launched Velona™, a next-generation AI-powered fleet management platform b…
Technology
Databricks, Delta Lake, MLflow, Unity Catalog, Lakeflow
…se, and operational data for advanced analytics and machine learning workflows. Technologies such as Delta Lake, MLflow, Unity Catalog, and Lakeflow deliver robust data governance, optimized model operations, and efficient pipeline orchestration. By leveraging Databricks throughout their software development workflows, Vinli…
Deployment model
Cloud
…Intelligence , Data Warehousing , Governance and Security , Data + AI Platform Cloud : AWS Product : Agent Bricks , Delta Lake , Lakeflow Jobs , Unity Catalog Ready to ge…
Deployment options
cloud
…Intelligence , Data Warehousing , Governance and Security , Data + AI Platform Cloud : AWS Product : Agent Bricks , Delta Lake , Lakeflow Jobs , Unity Catalog Ready to ge…
