Implementing AI-Driven Administrative Access Auto-Approval for Database Operations
summary
An AI-driven self-service system auto-approves temporary sysadmin access to MS SQL Servers, replacing a manual process that handled hundreds of requests per year and consumed hundreds of man‑hours. It stitches an Oracle APEX front end to ServiceNow, sends a context payload to a private GPT decision engine, and triggers an AAP playbook revocation that schedules automatic removal. Automated decisions execute in minutes not days, handle about 95% of cases, and raise approval accuracy from roughly 60% (humans) to ~95% (AI).
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chapters (10)
- 0:00Introduction
- 2:36Manual approval problems
- 5:06Automation goals
- 7:55AI system architecture
- 12:54AI context refinement
- 13:59Security frontend enhancements
- 14:23Live demo
- 16:38Bypassing AI attempts
- 18:02Interactive quiz
- 24:27Q&A
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