RLS Solutions with BI Applications

If I have customer that has a BI application that queries a table for say the average of the salary column. If they introduce a row-level security solution like VPD or OLS and a subset of the rows are redacted for that BI query (say policy is you only want the user to be able to see salary for members of their org), the results would be altered and inaccurate results would be returned. What are the best practices for implementing a RLS solution and not interfere with BI-type applications that utilize this data?
Thanks,
Matt
[email protected]

That probably depends on what sort of BI the users need on that aggregate information. One option would be to create an aggregate table (potentially via a materialized view) and to grant the users access to that aggregate table (i.e. a SALARY_DEPT_AGGREGATE table that gives the average, standard deviation, median, etc. salary by department a SALARY_CITY_AGGREGATE table that gives the same breakdown by city). You would have to be able to anticipate the sorts of BI queries that would be allowed by fixing the dimensions of interest, which limits the flexibility of the BI you can perform. And you'd have to be careful that the aggregate data didn't provide enough information to allow users to back in to row-level data (i.e. if there is only one employee in a particular city).
Justin

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---

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http://swforum.sun.com/jive/thread.jspa?threadID=51057&messageID=188210
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[email protected]
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"Martin van Vliet" <[email protected]> wrote in message news:<3b17ece8$[email protected]>...
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RLS Solutions with BI Applications

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