Decided on key areas to conduct the audit
- Identified areas with a potential for data inconsistencies.
- Checked for inconsistencies in each identified area by analyzing training data reported by partners.
- Shortlisted key areas with significant inconsistencies to perform an audit.
Conducted a pilot study
- Selected the top 5 cases of inconsistency from the shortlisted areas and decided to perform a sanity check with partners.
- Reached out to partners and collected additional documentation to support the authenticity of the training conducted.
- Validated cases based on the documentation and authorizations provided by partners.
Extended audit and calculated subsidy impact
- Discussed the outcome of the pilot study with stakeholders.
- Decided to extend the audit to the top X cases, covering 50% of the financial impact.
- Reached out to partners representing the top X cases.
- Confirmed unauthorized ones based on supporting documents from partners
- Calculated the total subsidy impact for unauthorized trainings.