Hack Due Diligence: 70 Person-Days Saved with gemini-cli
summary
This talk explains how QuickSign automated large security-questionnaire (200-question Excel) responses for enterprise and bank customers using gemini-cli, saving about 60–75 person-days per year. It covers structuring documentation (security policies, audits) so generative AI understands context, a demo of scripting batch processing with gemini-cli, and results showing much lower workload and better consistency/quality of answers to auditors.
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chapters (9)
- 0:00Governance and diligence
- 5:40Heavy questionnaire process
- 10:36ISO 27001 context
- 13:03LLM discovery automation
- 15:49Context window fixes
- 17:35Deploying gemini-cli
- 20:27Results and optimization
- 22:10LLM risk analysis
- 24:39Q&A
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