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AI & Automation · Silika Solutions · 2025

IAM Assessment Engine

< 90sfrom intake to report

An IAM maturity assessment normally takes a consultant weeks: interviews, spreadsheets, a slide deck, an invoice.

For Silika Solutions, I built an engine that does the core of it in under 90 seconds: a structured intake, real-time maturity scoring against a weighted model, dynamic recommendations, and a polished report generated in the browser.

How it works

  • Structured assessment intake mapped to an IAM maturity model
  • LLM-powered scoring and recommendation generation with guardrails — the model reasons inside a rubric, it doesn't freestyle
  • Instant report generation, styled and ready to send

Built for small and midsize businesses that need a real answer to "how bad is our identity situation?" without a six-figure engagement.

Category
AI & Automation
Organization
Silika Solutions
Year
2025