9. A method for implementation by one or more data processors comprising: generating, by at least one data processor, a customized report for a recipient, wherein the customized report includes a pane that indicates values that can be specified as custom values, wherein the report includes information automatically retrieved from a database in response to executable instructions associated with the report and the information is structured in accordance with a report schema that specifies the form in which the information is presented, wherein the pane is an interactive control panel operative as a write-back module, the write-back module (i) writing back data and depicting data in an interactive analytic framework and (ii) creating reports that contain one or more write-back modules; delivering, by at least one data processor, the report to the recipient; collecting, by at least one data processor, from the recipient custom values specified in the pane as write-back update data; determining, by at least one data processor, context of the collected custom values, the context including an identification of the data source and a delivery destination of the data source; and updating, by at least one data processor, a data source based on received write back data including metadata identifying the recipient; wherein: write-back authorization is performed prior to updating the data source, the write-back authorization includes data level security to authenticate that the write-back update data and associated metadata has not been corrupted or modified in transmission; analysis of the received write-back authorization is performed to determine that a modification should be made to the write-back module; and the write-back module in the report is modified based on the analysis.
9. A method for implementation by one or more data processors comprising: generating, by at least one data processor, a customized report for a recipient, wherein the customized report includes a pane that indicates values that can be specified as custom values, wherein the report includes information automatically retrieved from a database in response to executable instructions associated with the report and the information is structured in accordance with a report schema that specifies the form in which the information is presented, wherein the pane is an interactive control panel operative as a write-back module, the write-back module (i) writing back data and depicting data in an interactive analytic framework and (ii) creating reports that contain one or more write-back modules; delivering, by at least one data processor, the report to the recipient; collecting, by at least one data processor, from the recipient custom values specified in the pane as write-back update data; determining, by at least one data processor, context of the collected custom values, the context including an identification of the data source and a delivery destination of the data source; and updating, by at least one data processor, a data source based on received write back data including metadata identifying the recipient; wherein: write-back authorization is performed prior to updating the data source, the write-back authorization includes data level security to authenticate that the write-back update data and associated metadata has not been corrupted or modified in transmission; analysis of the received write-back authorization is performed to determine that a modification should be made to the write-back module; and the write-back module in the report is modified based on the analysis. 13. The method of claim 9 wherein the report includes metadata identifying the recipient.