How Beacon Unified 500+ Data Sources,
Cut Costs by 67%, and Built a Scalable Data Foundation With Zetta
Beacon Mobility, a rapidly expanding transportation network of more than 29 acquired companies, was operating in a highly fragmented post-M&A environment. Each subsidiary had its own tools, processes, and data structures — often with five or six systems per company.
The result was over 500 disconnected and siloed data sources, inconsistent reporting, and heavy manual work across finance, operations, and safety. Fragmentation slowed decisions, introduced errors, and made it difficult to identify margin improvement opportunities at scale
A Strategic Shift Toward a Unified Data Ecosystem
Beacon partnered with Zetta to move beyond the cycle of manual reconciliation and disconnected systems. Zetta designed and implemented a unified integration layer capable of ingesting and managing more than 500 data sources, establishing standardized data patterns and workflows, orchestrating cross-system dependencies, and enabling a modern warehousing and analytics foundation. Instead of stopping at recommendations or theoretical architecture, Zetta embedded directly with Beacon’s teams, collaborating daily through joint design sessions, rapid delivery sprints, and continuous iteration. As Beacon COO Westley Richters describes it: “Leaders need partners who execute with speed and precision.It’s not just about advice. Zetta rolled up their sleeves and worked alongside us every day.”What once felt like a structural constraint became a clear, achievable roadmap supported by a scalable integration layer and automated ingestion pipelines.
A Modern Data Journey That Delivered Measurable Impact
Zetta transformed Beacon’s landscape by consolidating hundreds of inconsistent data sources into a single, modern platform. This consolidation established unified golden records and defined sources of truth across finance, operations, and safety. Automated cleansing and validation replaced the manual reconciliation cycles that consumed teams across the organization. Apache Spark processing eliminated countless hours of repetitive tasks, while Superset- and Power BI–powered analytics evolved from basic operational reporting into advanced, cross-domain dashboards. This shift allowed Beacon to move from reactive reporting to real-time, proactive decision-making — a capability highlighted by Wes: “Before Zetta, our teams spent excessive time reconciling data across systems. Now we make decisions in real time with connected systems that talk to each other in a meaningful way.”
A Partnership Rooted in Enablement and Knowledge Transfer
For Beacon, the real differentiator wasn’t just the transformation of the data ecosystem it was the way Zetta partnered.
“They didn’t just advise they embedded with us. Our Zetta colleagues became part of our Beacon family.” Wes Richters
Zetta transferred knowledge intentionally and consistently, empowering Beacon’s internal engineers and analysts to manage, extend, and own their new ecosystem. Internal teams shifted from manual cleanup to higher-value modeling, BI governance, and operational analysis. New acquisitions became easier to onboard thanks to standardized schemas, repeatable pipelines, and clear data patterns.The collaboration accelerated Beacon’s strategic push toward an AI-first operating model: “AI has become a core partof how we operate. Zetta helped us move beyond experimentation into scalable, day-to-day solutions.”
Results That Matter
500+ fragmented datasets unified into a centralized modern platform
67% cost reduction compared to proposals from a top-tier consulting firm
Standardized ingestion pipelines and data patterns that accelerate onboarding of newly acquired companies
Manual workflows automated , reducing labor cost, overtime, and error rates
Real-time decision-making replacing reactive reporting cycles
AI-ready foundation, enabling forecasting, routing optimization, and process automation
Internal team uplift through structured knowledge transfer and execution alongside Zetta
“What began as a collection of disconnected systems has become a scalable, unified data ecosystem that strengthens Beacon’s operations, improves margins, and prepares the company for an AI-driven future.”