Got the expected qty onhand from Ms. Anna Zacarias related to their issues with negative qty. Per validation, we are getting the same data from JDA and Pentaho which are negative. Escalated the issue to ICG for further checking of the inventory. Sir John Cartano advised that the negative variances were due to incomplete posting of count and the SysOps team already submitted RIAQ to them and will be posted. Will wait for their feedback once this is done.