Defend

70% faster risk assessment

Business impact plus agents means questions about measurement and about trust.

On your resume

Designed an LLM-powered risk-intelligence workflow with agent-based recommendations, reducing assessment turnaround time by 70%.

Cross-questions

4
A strong answer covers
  • Baseline time per assessment, new time, and over how many assessments.
  • Who validated it, ideally the business owner.
Avoid

A number nobody outside engineering confirmed.

A strong answer covers
  • Roles (retrieval, analysis, mitigation recommender, critic), the orchestration pattern, the tools and the shared state.
Avoid

Calling a single prompt chain “multi-agent”.

A strong answer covers
  • Grounding with citations, human approval before anything is acted on, confidence thresholds, SME-rubric evals and an audit trail.
Avoid

Trusting the agent’s output without review.

A strong answer covers
  • Agents where steps vary from case to case; a workflow where they don’t. Be honest about which parts were which.
Avoid

Using agents because they’re fashionable.

Your numbers

Interviewers probe numbers first. Write exact values so you never have to improvise.

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