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AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.

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AI-ready · Agentic Workflows

You’re rolling out an AI agent to abstract leases across an entire acquired portfolio instead of one file at a time. What guardrails do you put around it, and how do you decide when it’s earned less oversight?

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I start it on a small batch where I already know the answers — leases a senior abstractor or I have manually reviewed — so I can measure its accuracy against ground truth before trusting it on the rest of the portfolio.

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