Case Study
Automated Operational Reporting with a Data Warehouse
Insights Automation
Elimination of manual reporting
Talent Place is a Kraków-based recruitment agency using a crowd-staffing model and a community of 400+ HR experts to deliver top candidates fast. Active across IT, engineering, finance, sales, and more, the company specializes in project-based hiring, RPO, and staff augmentation with a strong focus on speed and quality.
Sector: Recruitment agency
Challenge
With the company’s rapid growth, leadership faced a major bottleneck: collecting and analyzing key business metrics was slow, manual, and error-prone. Managers and executives had to manually gather data from multiple tools and systems, spending 2–6 hours every week just to prepare a single report for their supervisors.
This process not only consumed valuable time but also led to inconsistencies and inaccuracies in reporting. As one executive summarized:
“We spend too much time creating reports — and they’re still inaccurate.”
Solution
All IT Club implemented a cloud-based data warehouse that consolidated information from multiple tools into a single source of truth. This integration allowed for:
- Automated report generation - updated daily with fresh data
- Personalized dashboards and KPIs tailored to managers and executives
- Cross-functional visibility by merging data from CRM, ATS, finance, and operational systems into end-to-end reporting views
- Defined performance metrics for every phase of core processes, allowing managers to set clear goals and measure performance consistently across department
By centralizing all critical business data, we not only automated recurring tasks but also enabled managers to shift their focus from reporting to decision-making.
Results
Faster access to insights: Managers could view updated metrics every day without delays
Lower data collection costs: No manual workload, freeing up 2–6 hours per week per manager
Data-driven culture: Teams began making decisions based on real-time insights instead of static slides
Performance-driven management: Clear metrics allowed managers to monitor efficiency, optimize workflows, and hold teams accountable for results
Refocus on core business: Managers stopped wasting time on building PowerPoints and started driving performance
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