Fiberside Chat (3-GIS): Automation is not autonomous. Why people are needed in data migration.

Daniel Litwin
Mar 10, 2022
Learn more
AI basement mapping cloud-based alternatives data data migration full tensor gravity radiometry GIS HiTL machine learning Malaysia geographical surveys surveying technology

Stephen Hudak, senior GIS consultant for SSP Innovations in Centennial, CO. Hudak, has spent nearly a decade working in the field of GIS. While contributing to various positions, he has dedicated his time to working on enterprise software implementations and fiber optic data management systems. Joined with Hudak is Kevin Harrelson. Harrelson is the Production Manager of the Data Team for 3-GIS in Decatur, AL. Having worked in GIS for twenty-five years, his tenure with 3-GIS data migration spans nearly a decade.

Many companies struggle to keep up with the latest technology. Hudak and Harrelson agree that customers want fast and clear communication to see if their designs are working and accessible. GIS permits fast data automation for migration. Although manual methods seem like the quick and effective route, they produce significant risks to something going wrong and problem-solving. In the long run, automation saves time and money due to its ability with data migration “set and forget it” said Hudak.

Human in the Loop machine learning strategies keep humans active in building quality automation models by creating feedback touchpoints. Machine learning has allowed automation to take steps forward in efficiency compared to solely relying on a human.

Combining machine learning and human decisions can produce an ongoing evolution by integrating systems. Set up a system with a purpose and a plan. Depending on the problem, it comes down to a sliding scale between the human and machine work ratio. “The last thing you want to do is attempt to solve a problem, but you solve it in a way that creates more work than it’s worth,” said Harrelson. Human engagement allows for a comprehensive cost-benefit analysis within the data migration process. Machine learning is ultimately not an all-or-nothing game.

CONTACT:  

Kevin Harrelson, Production Manager at 3-GIS, kharrelson@3-gis.com  

Stephen Hudak, Senior GIS consultant at SSP Innovations, stephen.hudak@sspinnovations.com 

Visit 3-gis.com to see previous episodes, videos, articles, and other resources   

Subscribe to the podcast on Apple Podcasts and Spotify

Follow us on social media for the latest updates in B2B!

Image

Latest

student success
The AI-Powered Edge in Education: How LearningClues Is Enabling Student Success with Co-founder and CEO Dr. Perry Samson
June 30, 2025

As AI continues to reshape education, institutions face a growing challenge in ensuring students succeed without compromising engagement or integrity. Today’s college students are often juggling jobs, family, and coursework, leading to limited study time and increased dropout risk. According to the National Center for Education Statistics, 40% of full-time undergraduates and 74% of…

Read More
AI Strategist
Why Enterprises Need an AI Strategist and Why It Should Be a Marketer
June 30, 2025

In this episode of The Marketing AI SparkCast, Aby Varma, founder of Spark Novus, a leading consultancy that partners with marketing leaders to adopt and scale AI responsibly and strategically, talks with Nicola Smith, Senior AI Programs Advisor at Southwest Airlines. They explore how enterprises can move beyond tool experimentation to embed AI into…

Read More
first 90 days
HealthSearch Partners’ Neill Marshall and Kurt Mosley Urge New CEOs to Listen First, Diagnose Early, and Lead with Purpose in the First 90 Days
June 30, 2025

CEO turnover across U.S. hospitals is accelerating. Hospitals and health systems announced 146 CEO changes in 2023—a 42 percent increase over the 103 exits recorded in 2022, according to a Challenger, Gray & Christmas report. As more leaders transition into new roles, the importance of making a good first impression has intensified. The early…

Read More
tech talent
The DisruptED World of Tech Talent with TEKsystems: Future-Proofing the Workforce Through Inclusive Hiring and Non-Traditional Education
June 27, 2025

In a workforce reshaped by automation, accelerated AI adoption, and persistent labor shortages, the demand for skilled tech talent has never been more urgent—or more difficult to meet. The traditional pipelines, namely college degrees and four-year institutions, are no longer producing enough candidates to meet the explosive growth in tech roles. With tech jobs…

Read More
Related
partner engagements
Software & Technology
Verizon Leaders: Leveraging Partner Engagements for Comprehensive Solutions
February 12, 2025
At-home IoT
Healthcare
Is At-Home IoT Ready to Defend Against Cyber Threats?
August 9, 2024

The rapid expansion of Internet of Things (IoT) devices in our homes has led to an alarming increase in cybersecurity threats. According to the Netgear and Bitdefender 2024 Threat Report, home network devices face roughly 10 attacks in the span of just one day, with smart home security solutions blocking millions of threats daily….

Read More
Krazy Shawn
Healthcare
Krazy Shawn’s USA Extravaganza
June 27, 2024

Join Kasa Controls & Automation’s Krazy Shawn for his USA Extravaganza! Krazy Shawn introduces Kasa’s state-of-the-art panel shop and highlights how Kasa is “blowing up low quality” with meticulously wired panels and UL certifications. Whether the need is panels built to specifications or custom designs, Kasa’s panels are unmatched in quality. Contact Shawn Cadman at…

Read More