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Edge Computing Best Practices: Real-World Insights for Driving Innovation & Resilience

By Timothy C. Colwell, Executive Vice President at AOTMP
Devices connecting to a computing cloud

Edge computing is not just a trend, but a transformative force that is rapidly changing the landscape of technology management. It brings enhanced performance, resilience, and business value directly to where data is generated and action is taken. Drawing from practical insights and challenges discussed by industry experts, here are key best practices for successfully leveraging this transformative technology in contemporary organizations.

Define Clear Use Cases

For instance, a ‘Disconnected Factory’ project could be a manufacturing plant that operates in a remote area with limited network connectivity. In such Cases, edge deployments ensure local access to files, print services, and business-critical applications like Office 365 and SAP caching, maintaining productivity even when central data centers are unreachable.

Integrate with Existing Infrastructure

The integration of edge solutions with established cloud and network environments requires careful planning. Successful organizations implement a blend of connectivity options (e.g., Wi-Fi, 5G, and RFID) while using device management solutions, such as Microsoft Endpoint Manager, to secure endpoints and ensure only trusted devices are granted system access. Including infrastructure readiness in expansion checklists ensures that new deployments are scalable and resilient from the start.

Prioritize Security & Device Management

Centralized mobile device management (MDM) refers to the practice of managing and securing mobile devices, such as smartphones and tablets, from a centralized platform. This ensures that only IT-managed devices can interface with sensitive systems, limiting risk and simplifying troubleshooting and compliance as deployments scale.

Measure ROI Strategically

Unlike traditional centralized architectures, measuring the return on investment (ROI) for edge computing projects demands a strategic and tailored approach. Total cost of ownership and ROI should be assessed individually for each project, factoring in localized efficiencies, network improvements, and operational resilience gained through edge deployments. This strategic approach ensures that every investment decision is well-informed and aligned with the organization’s goals.

Address Scaling Challenges Methodically

Infrastructure readiness and centralized device management are commonly cited as hurdles during edge rollouts. Developing a comprehensive pre-deployment checklist, including IT infrastructure and MDM planning, facilitates smoother scaling and avoids costly post-launch adjustments. Solutions like Azure Local, Dell Native Edge, and OpenShift can support both pilot projects and multi-site expansions.

Align Cost & Value

While reducing operational costs is always attractive, experts emphasize that the lowest-cost solution may not deliver the most significant business value. Adopting edge computing should center on strategic goals, balancing cost savings against resilience, responsiveness, and process improvements uniquely enabled at the edge.

Final Thoughts

Edge computing stands as a transformative force, empowering organizations to operate with greater autonomy, agility, and security. By defining clear use cases, integrating with existing networks, managing devices securely, employing tailored ROI measurements, methodically scaling deployments, and focusing on long-term value, technology leaders can unlock new opportunities for innovation and competitive advantage in an increasingly decentralized world. This potential for innovation and competitive advantage should encourage technology leaders to embrace edge computing.

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This post is sponsored by Sakon and Bearstone.

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About Sakon

Sakon is the Telecom Cloud — a governed architecture that brings clarity, control, and automation to global enterprise telecom and mobility operations. As a pioneer in telecom lifecycle management, Sakon created the industry’s first unified system of record and continues to lead with data-governed solutions that power real-time visibility, intelligent automation, and modernization across network, wireless, and financial systems. Built for outcomes, Sakon helps CIOs, CFOs, and IT leaders stabilize platforms like ServiceNow, Coupa, and SAP, reduce risk, and drive transformation. Beyond technology, Sakon supports global connectivity through its teams and Kids Connect Global, making telecom smarter, simpler, and more equitable. Learn more at www.sakon.com.

About Bearstone

Bearstone is a telecom vendor governance firm founded by Bill Henrichs, Former Head of Telecommunications at Simon Property Group. Managing telecom for a 200+ site portfolio, Bill saw what most CIOs learn: invoices routinely carry unauthorized charges — services billed after disconnect, rates outside contracted terms — that no one is validating line by line. He built Bearstone to close that gap.

Bearstone delivers BearGuard — a managed governance service that validates invoices against contracted terms, surfaces unauthorized charges and variance, and holds carriers accountable for correction. Where TEM platforms stop at reporting, BearGuard begins.

Headquartered in Noblesville, Indiana, Bearstone serves multi-site enterprises — retail, hospitality, and distribution — with 200+ locations or $2M+ in annual telecom spend.

Learn more at www.BearstoneLLC.com/ExecutiveBrief  

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