People Analytics: Stop Managing by Gut, Start Managing by Data
20 years in ERP taught me one thing: If you can't measure it, you can't manage it. It's time to bring People Analytics into reality.
Day 76: Talent Management – When Numbers Speak Louder Than Promises
Over 20 years of implementing ERP and HRM systems for major corporations in Vietnam, I’ve noticed a paradox: We can precisely calculate every meter of fabric in SCM inventory or every cent in cash flow, yet we remain incredibly vague when evaluating our most valuable asset – People.
Many CEOs still maintain the habit of managing by “gut feeling” or relying on polished performance reports. This is a fatal mistake. In the era of Optimization, talent management must be a mathematical problem solved with real-world data.
“Data doesn’t lie; only the people reading it deceive themselves with fleeting emotions.”
From ERP Systems to the Talent Balance Sheet
When I consult on digital transformation, I always demand deep integration of HR data into the overall management system. Why? Because a sales representative’s performance isn’t just about revenue. It’s about opportunity cost, customer retention rates, and adaptability to market fluctuations.
In sectors like Insurance or Real Estate, behavioral analytics help us identify who truly possesses strategic consulting capabilities and who are merely short-term “hunters” posing a risk to brand reputation.
Comparison: Traditional HR vs. People Analytics
| Metric | Traditional Management (Intuition) | People Analytics (Data-Driven) |
|---|---|---|
| Recruitment | Based on degrees and interview vibes | Based on a structured Competency Model |
| Evaluation | Year-end grading based on boss’s mood | Real-time KPI and OKR tracking |
| Training | Mass training, high cost | Personalized paths based on skill gaps |
| Retention | Raising salary when they quit | Predicting Attrition Risk 6 months in advance |
Practical Lessons from the Vietnam Market (VAS)
I once witnessed a major electronics retail chain in Vietnam lose nearly 15% of its revenue simply because they misallocated key personnel to regions with different cultural characteristics. When we extracted data from their DMS and HRM systems for analysis, the results were staggering: those with high “customer empathy” scores were relegated to warehouse duties, while technical experts were forced into sales roles.
After performing Risk Management on their human capital and restructuring based on data, their profit margins grew by 22% within two quarters. That wasn’t magic; it was systemic precision.
Final Word for Executives
Stop viewing personnel as an Expense. Start viewing them as an Investment Portfolio. If you invest in Real Estate, you scrutinize every square meter and every legal document. Why, then, do you manage people based on faith?
It is time for ERP experts and personal finance managers to align. Data-driven talent management is the key to protecting sustainable corporate value.
Nguyen Manh Tuong