If You Can’t Abuse It, Neither Can Anyone Else
This isn’t about limiting you—it’s about protecting everyone. By designing constraints into the architecture, we ensure:
No accidental exposure
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No backdoor access
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No ethical gray areas
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Step-by-Step Process
0
Define What You Actually Need
- Build surveys with intersecting answer columns
- Set analysis parameters upfront
- Lock in privacy requirements before collection begins
This is your last chance to add questions. Once live, the structure is fixed.
1
Anonymization Happens at the Door
- Responses are stripped of identifiers immediately
- Raw data never touches your servers
- No 'view original' option exists
Not even system administrators can reverse this process.
2
Work With Patterns, Not People
- Extract insights from column intersections
- Visualize trends across groups
- Never access individual responses
Example: "35% of respondents who answered X to Q1 also answered Y to Q2" Not: "John Smith (age 32) said X and Y"