Real Estate: Lease Abstraction with Claude Code: Human Review Queue
A production playbook for lease abstraction in real estate operations using Claude Code: human review queue, run-scoped inputs, logs, typed results, and artifacts.
Audience: Real estate asset management teams
The problem
Real estate asset management teams need lease abstraction to run repeatedly against leases, amendments, rent schedules, options, and obligations. In real estate operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Split the lease abstraction result into automatable fields and review-only exceptions, then send low-confidence cases to a human queue with evidence artifacts attached.
Tradeoffs and failure modes
Human review slows a subset of runs, but it lets the workflow ship before every edge case is fully automated. For lease abstraction, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Review handoff
review_status: needs_review | approved | rejected
review_reason: string
source_evidence: artifact_url[]
agent: Claude Code
workflow: real-estate-lease-abstraction
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