Tyler Hochman, CEO of FORE Enterprise, discusses their AI workforce analytics platform that predicts employee turnover before employees themselves are aware of their intentions to leave. The technology utilizes a combination of external and internal data sources to create predictive models on both aggregate and individual levels. External data sources include census information, demographics, and economic trends, while internal data encompasses employee performance metrics like utilization and schedule adherence.
Hochman highlights the importance of data organization and structuring for effective data analytics, emphasizing that manual data structuring can be cost-effective for small-scale operations. However, as organizations grow beyond a certain size, automation becomes more efficient. The discussion also delves into the privacy considerations surrounding employee data collection, with Hochman emphasizing the need to respect employees' existing understanding of performance tracking metrics.
The conversation shifts to actionable insights derived from the predictive analytics, with Hochman identifying key factors that indicate employee turnover. For highly utilized employees, burnout, competitor risk, and upward mobility within the organization are significant predictors. In contrast, low-utilized employees may leave due to factors such as team composition, communication issues, and skills mismatch. Hochman stresses the importance of targeted intervention strategies tailored to the specific reasons driving employee turnover.
In conclusion, Hochman underscores the value of leveraging AI and machine learning techniques in data analytics pipelines to handle large volumes of data efficiently. By streamlining data acquisition, structuring, and analysis processes, organizations can gain valuable insights to optimize workforce retention strategies. The episode provides practical insights into utilizing data analytics to forecast employee turnover and implement targeted interventions for improved employee retention.
Β
Supported by: https://trinitycyber.com/msp4/
Β
Support the vendors who support the show:
π https://businessof.tech/sponsors/
Get exclusive access to investigative reports, vendor analysis, leadership briefings, and more.
π https://businessof.tech/plus
Want the show on your favorite podcast app or prefer the written versions of each story?
π² https://www.businessof.tech/subscribe
Looking for the links from todayβs stories?
Every episode script β with full source links β is posted at:
π https://www.businessof.tech
Pitch your story or appear on Business of Tech: Daily 10-Minute IT Services Insights:
π¬ https://www.podmatch.com/hostdetailpreview/businessoftech
LinkedIn: https://www.linkedin.com/company/28908079
YouTube: https://youtube.com/mspradio
Bluesky: https://bsky.app/profile/businessof.tech
Instagram: https://www.instagram.com/mspradio
TikTok: https://www.tiktok.com/@businessoftech
Facebook: https://www.facebook.com/mspradionews
Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
Stuff You Should Know
If you've ever wanted to know about champagne, satanism, the Stonewall Uprising, chaos theory, LSD, El Nino, true crime and Rosa Parks, then look no further. Josh and Chuck have you covered.
Las Culturistas with Matt Rogers and Bowen Yang
Ding dong! Join your culture consultants, Matt Rogers and Bowen Yang, on an unforgettable journey into the beating heart of CULTURE. Alongside sizzling special guests, they GET INTO the hottest pop-culture moments of the day and the formative cultural experiences that turned them into Culturistas. Produced by the Big Money Players Network and iHeartRadio.
Crime Junkie
Does hearing about a true crime case always leave you scouring the internet for the truth behind the story? Dive into your next mystery with Crime Junkie. Every Monday, join your host Ashley Flowers as she unravels all the details of infamous and underreported true crime cases with her best friend Brit Prawat. From cold cases to missing persons and heroes in our community who seek justice, Crime Junkie is your destination for theories and stories you wonβt hear anywhere else. Whether you're a seasoned true crime enthusiast or new to the genre, you'll find yourself on the edge of your seat awaiting a new episode every Monday. If you can never get enough true crime... Congratulations, youβve found your people. Follow to join a community of Crime Junkies! Crime Junkie is presented by audiochuck Media Company.