• Client

    Skala Survei Indonesia

  • Category

    Field Data Collection, Automated Validation, Results Forecasting

1. The Business Challenge

Before Incode Online’s intervention, SSI’s field survey data collection process was highly susceptible to fabricated data or human error, as validation was manual and centralized. Consequently, the cycle time between data collection and delivering research insights to clients was slow, delaying critical strategic decisions. The accuracy of research result forecasting was compromised, leading to client skepticism regarding data integrity.

2. The Incode Online Solution

Incode Online designed and implemented two integrated solutions:

  1. Mobile App Data Governance: We developed a custom Mobile App for the field team that integrates strict Geo-tagging (GPS Authentication) upon every data submission point. This ensures every data entry is automatically validated by location and time, automating Data Governance and fundamentally eliminating the risk of fictitious data.
  2. Predictive Analytics Backend: We built a robust analysis backend that utilizes a Time Series Analysis model. This model receives the verified data in real-time from the application, processes it, and rapidly generates forecasting probabilities for research outcomes.

3. Measurable Results (ROI)

This solution successfully transformed SSI’s research process, turning a data validation challenge into a competitive advantage.

Performance MetricBefore InterventionAfter InterventionKey Impact
Forecasting AccuracyVariable RangeConsistent 95%+Increased Research Credibility
Field Data Validation TimeAverage 72 hoursLess than 1 hour98% Time Efficiency
Risk of Fictitious DataHighNear Zero (Automated)Guaranteed Data Integrity