According to data from Gallup and LinkedIn, the Global employee turnover has increased by 25% over the past five years, and 51% of professionals say they're open to changing jobs in the next 12 months. Adding to this trend is another growing phenomenon: absenteeism at work, which according to the International Labour Organization (ILO) already entails a average loss of more than 2% of global GDP in direct and indirect costs.
In this challenging context, Bizneo HR presents its new predictive rotation module, which combines artificial intelligence and advanced analytics to predict, with at least 80% reliability, the risk of absenteeism and an employee's intention to leave the company.
This AI feature integrates natively into your HR software and answers one of the most valuable and difficult questions in people management: How to detect an employee's intention to leave before it's too late? The answer is in the data.
Intelligence based on real behavior
The specialised farming model analyzes millions of real data throughout the entire life cycle of the collaborator, cross-referencing variables such as:
- Absence history.
- Performance evaluations.
- Role changes.
- Level of engagement.
- Participation and interaction.
Starting from these sources, the AI estimates the probability of abandonment or absenteeism of each employee and generates early warnings accompanied by concrete recommendations for early intervention.
Unlike other solutions available on the market, Bizneo HR's algorithm is trained with real data from each company, which allows it to adapt to the context, culture and internal structure of each organization.
"It's not a crystal ball. It's advanced analytics based on real behavior, to help companies retain talent where it really matters," explain the product managers at Bizneo HR.
What makes this solution unique is its ability to identify the variables that truly impact each work context. The model does not apply generic rules, but analyzes millions of internal data and selects customized patterns.
"For example, if at first glance it seems that women leave the company more often, the system investigates until it discovers that the real reason is not gender, but that the design department composed entirely of women has lower pay, which generates dissatisfaction and increases the risk of leaving," the tool's managers note.
Thus, AI doesn't just make superficial correlations: it cross-references, analyzes, and excludes non-representative variables., generating accurate and actionable diagnoses.
This personalization enables HR departments to make informed, data-driven decisions, not on assumptions, promoting more proactive, equitable and strategic talent management.
Prioritize retention where it really matters
Not all rotation is negative. There are natural exits for career changes, retirements or team renewals which are part of the cycle of every organizationBut when the one leaving is a high-performance collaborator or with critical functions, the impact on results can be devastating.
According to recent combined data from the Work Institute and LinkedIn:
- Il 32% of new hires he left the company before the first year.
- Il 24% of the exits it was about layoffs.
- However, 8% of those who left were top performers.
This is where Bizneo HR makes a difference. Its model helps identify critical turnover. and distinguish it from natural rotation, helping to prioritize retention in roles whose loss would be truly costly.
In addition, the system detects predictive indicators of internal malfunction, such as a drop in satisfaction with a manager, a drop in performance, or a lack of participation.
"We have two departments whose satisfaction with their managers is three points below the company average. We need to immediately investigate what's going on."
This type of alert allows you to identify leadership, climate or motivation problems in time, which can become a hotbed of talent drain if not addressed proactively.
Data at the service of more strategic decisions
The predictive rotation module includes a Talent map visualization segmented by impact and risk, giving HR teams a comprehensive, actionable view of their workforce health.
Thanks to this, it is possible to clearly answer key questions such as:
- Who should we retain as a priority?
- What expenses can be incurred without compromising the business?
- Which profiles require urgent intervention?
Each employee has a individual risk indicator, which allows intervene with surgical precision and design personalized action plans: from recognition or development strategies, to salary or leadership reviews.
This strategic vision allows us to optimize resources and talent, avoid unnecessary rotations and concentrate efforts on the profiles with the greatest impact. When decisions are based on data and not on intuition, the role of Human Resources transforms into a driver of competitive advantage.
Warranty included: if it doesn't work, it's free
Bizneo HR launches this new feature with a unprecedented precision guarantee on the market:
If the model does not achieve at least 80% reliability, the module will not be invoiced or will be refunded.
This policy reinforces the company's commitment to offering real, measurable and verifiable value, minimizing the risk for its customers and consolidating a model of smarter, more automated talent management aligned with business objectives.
Leave a comment (0)