Lease abstraction is one of the most measurable cost centers in commercial real estate. Most owner-operator and asset-management teams still run a lease review cycle of 30–60 days per lease, with a skilled analyst spending 10–14 hours reading, abstracting, and reconciling each document by hand. AI-assisted lease abstraction does not remove the analyst — it compresses the cycle. This calculator estimates your lease processing time benchmark for 2026 and the dollars recovered when cycle time drops.
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How the numbers are derived
The model is deliberately conservative and every assumption is on the table — the same IPMVP discipline we apply to energy savings, applied to labor.
| Input | Default | Basis |
|---|---|---|
| Avg cycle time, manual | 45 days | Mid-market portfolio benchmark; many teams report 30–60. |
| Analyst hours per lease | 12 hrs | Read + abstract + reconcile + QA on a standard commercial lease. |
| Cycle-time compression | 38% | Observed range for AI-assisted abstraction with human review retained. Adjustable in the calculator. |
| Loaded analyst cost | you enter | Fully-loaded $/hr (salary + benefits + overhead). |
Days saved / yr = leases/yr × (cycle days × compression%) — the calendar time returned to the portfolio. Dollars recovered / yr = leases/yr × analyst hours × compression% × loaded $/hr — the labor cost freed. FTE-equivalents freed = recovered hours ÷ 1,800 productive hours/yr. Payback compares the dollars recovered against an annual investment you supply — we do not publish fixed price tiers, because the right scope depends on your portfolio.
Where the time actually goes
Compression does not come from the AI "doing the lease." It comes from collapsing the slow steps: locating the right clauses, normalizing inconsistent language across a landlord's lease library, and assembling the abstract. The analyst still owns the judgment calls — critical dates, co-tenancy, recapture, and anything that triggers a financial obligation. That is the same physics-first, human-in-control posture we hold across every squad.
If you want this run against your real lease set rather than a benchmark, that is exactly what our agents do. Bring us a real lease-abstraction question and you will get a researched, cited reply within 48 hours — no sales call. For the strategic version of this decision, see Build vs. Buy a CRE Agent and the utilization-architecture framing for where this ROI sits in the portfolio.