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Supply Chain Data Analytics Fails Without Clean Data, Ventagium Delivers the Fix

Organizations struggle to unlock supply chain insights because fragmented data across multiple systems prevents the visibility needed for strategic decision-mak

By Mike Bush · April 21, 2025, 6:00 AM UTCBen AguillónCustom Analytics ToolsData Cleansing in Supply ChainData-driven Logistics
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Key takeaways

01

Data cleansing and alignment must come before analytics — inaccurate or siloed data leads directly to poor supply chain decisions.

02

Ventagium uses Microsoft Azure and Microsoft Fabric to build scalable, secure custom analytics platforms rather than generic dashboards.

03

Every logistics operation is unique; Ventagium co-creates flexible solutions tailored to each client's operational reality instead of forcing one-size-fits-all tools.

Supply chain leaders face an overwhelming volume of siloed data across ERPs, TMS platforms, and warehouse systems, yet few know how to align it for smarter decisions. The stakes are rising fast. According to Capgemini's 2024 report Data: A Powerful Ally in Tackling Scope 3 Emission Reduction Targets, 85% of organizations cite data access as a barrier to developing supply chain inventories, especially from external partners. As supply chain data analytics becomes essential to agility and competitiveness, companies that fail to get control of their information risk falling behind while AI, analytics, and digital twins become the new industry standard.

Companies that fail to get control of their information risk falling behind while AI, analytics, and digital twins become the new industry standard.

What will it take for mid-sized logistics companies to gain real control of their data and turn it into a competitive advantage?

At Manifest Vegas, Hammer Down host, Mike Bush, speaks with Ben Aguillón, Co-Founder and Business Development Manager at Ventagium Data Consulting. Aguillón explains how his company builds custom analytics tools for supply chain organizations drowning in unstructured data. Ventagium takes a flexible, co-created approach tailored to each client's operational reality rather than offering another cookie-cutter dashboard. The discussion centers on how data maturity can make or break tomorrow's supply chain.

Key Points from the Episode:

  • Beyond the Dashboard: Ventagium focuses on enriching, cleaning, and aligning data from across a company's systems before building custom solutions because inaccurate data leads to poor decisions.
  • Microsoft Expertise: As a specialized Microsoft partner, Ventagium leverages tools like Azure and Microsoft Fabric to bring scalability, security, and sustainability to its clients' data ecosystems.
  • Supply Chain Uniqueness: Every logistics operation is different. Ventagium treats each client as a unique case, delivering flexible solutions instead of forcing clients into one-size-fits-all platforms.

José Benjamín Aguillón Padilla is the Co-Founder of Ventagium Data Consulting, a specialized analytics firm serving clients across the Americas, Europe, and the Middle East. He leads the development of custom enterprise analytics platforms that have helped over 70 organizations improve supply chain decision-making, reduce stock-outs, and boost operational efficiency. Aguillón is also the founder of Datachain Summit and a recognized advocate for data-driven transformation in global logistics.

About the author

Mike Bush
Mike BushChief Growth Officer

Beginning his career by learning how to tell a brand’s story, leveraging marcom to build market share, utilizing PR to get people engaged, and innovating trust-based relationships between products and people, He took on diverse challenges and continually grew. Mike created the first ever SEO practice in Washington DC — generating $10M+ in revenue for 10+ clients. Throughout my career, Mike gained unique experiences such as spearheading marcom for a company after a real-time suicide (incident inspired a Law & Order SVU episode) with minimal negative publicity. And advising a client in PR best practices after an employee had committed a highly publicized terrorist attack in the US. Company was able to maintain all major financial relationships (JPM, BofA, Well Fargo, AmEx, etc.). He worked for a leader in the automotive services industry — building a reputation as nationally recognized expert on road rage (including an appearance on Court TV as a Subject Matter Expert). This included creating media that generated 100M+ impressions.

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About the Experts

MB
Mike Bush

Host, Hammer Down

Mike Bush is the host of Hammer Down, a MarketScale podcast focused on logistics technology and transportation. He conducts in-depth conversations with industry leaders shaping the future of supply chain and freight. Bush covers topics ranging from data analytics to emerging logistics platforms.

BA
Ben Aguillón

Co-Founder and Business Development Manager

Ventagium Data Consulting

José Benjamín Aguillón Padilla is the Co-Founder of Ventagium Data Consulting, a specialized analytics firm serving clients across the Americas, Europe, and the Middle East. He leads the development of custom enterprise analytics platforms that have helped over 70 organizations improve supply chain decision-making, reduce stock-outs, and boost operational efficiency. Aguillón is also the founder of Datachain Summit and a recognized advocate for data-driven transformation in global logistics.