ZEDEDA, Anthosa Consulting and Centreon Explore the Powerful Role of AI and ML at the Edge

August 29, 2024

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Navigating the complexities of edge computing requires organizations to tackle diverse challenges, including scaling operations across dispersed locations and managing the intricacies of specialized hardware and software configurations. Security, observability, and ensuring local processing power are critical objectives. But above all, success hinges on the ability to clearly define and articulate the desired business outcome.

At ZEDEDA, we understand what it takes to solve these challenges and are proud to have formed a strategic partnership with Anthosa Consulting, a boutique strategy firm, and Centreon, an infrastructure monitoring platform, to deliver an end-to-end solution for edge innovation. In a recent webinar, Michael Maxey, VP of technical business development, ZEDEDA, Harsh Thaker, channel manager, Centreon, and Chamara Somaratne, founder, Anthosa Consulting shared valuable insights and a compelling customer success story, highlighting the power of a human-centered, strategy-first approach to edge transformation, particularly through the application of artificial intelligence (AI) and machine learning (ML).

From manual errors to predictive maintenance: An auto parts manufacturer’s transformation

The webinar focused on an Australian automobile aftermarket parts manufacturer facing challenges with disparate IT and OT systems. The company’s manual, paper-based processes led to errors, impacted lead times, and hindered efficient maintenance. An initial digital transformation proposal with a hefty price tag left the company seeking a more incremental, outcome-focused solution.

Enter Anthosa Consulting

Anthosa Consulting stepped in, taking a strategic approach to co-design a digital transformation strategy that gained executive sponsorship and focused on achieving business outcomes through experimentation and scaling.

The Role of Centreon

Centreon’s observability solution played a pivotal role in mapping the manufacturing operations. By gaining visibility into various technologies and connecting them to business processes, Centreon enabled the team to identify areas hampered by aging equipment and understand their impact on customer order lead times.

ZEDEDA Empowers Edge Intelligence

ZEDEDA’s edge orchestration capabilities were instrumental in bridging the gap between the manufacturer’s different generations of equipment, facilitating the deployment and management of edge intelligence solutions, including those powered by AI and ML. The flexibility of the platform allowed for the seamless integration of legacy systems and cutting-edge AI models, including the utilization of open source frameworks like OpenVINO.

Results

  • Reduced Defects: The deployment of edge intelligence and simple, yet effective tools like QR code scanning and an iPad app resulted in a significant reduction in defects and improved quality control.
  • Predictive Maintenance: Transitioning from scheduled to predictive maintenance using simple infrared sensors enabled the company to optimize capacity and minimize downtime.
  • Data-Driven Decision Making: The collection of valuable data paved the way for more intelligent modules and algorithms, empowering the organization to make smarter, data-driven decisions.

Lessons Learned: Driving success in edge transformation

The automobile manufacturer’s successful transformation underscored several key takeaways for other organizations embarking on their own edge computing journeys. 

  • Start with a business outcome: Define clear objectives and gain buy-in from all stakeholders to ensure the success of your edge transformation.
  • Align IT and OT: Bridge the gap between IT and OT to gain a comprehensive view of your business processes and achieve greater efficiency.
  • Embrace open source: Leverage open source tools and frameworks to accelerate development and protect your existing investments.
  • Choose the right platform: ZEDEDA provides the flexibility, scalability, and security needed to deploy and manage a variety of workloads at the edge.

Success in edge computing demands a commitment to continuous adaptation and growth. By adhering to the key principles of starting with a business outcome, aligning IT and OT, embracing open source, and choosing the right platform, organizations can navigate the complexities of this landscape and unleash the transformative power of AI and ML. The strategic partnership between ZEDEDA, Anthosa Consulting, and Centreon further empowers organizations to overcome challenges and unlock the full potential of their edge computing initiatives, driving business success in an ever-evolving technological environment.

Are you embarking on an edge innovation journey? Watch the full webinar recording for more detailed insights and examples.

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