Worked examples. Published CRE workflow benchmarks — concrete artifacts of Iceberg’s task design, rubric, gold-standard, and scoring methodology. For the broader work Iceberg does with AI training teams across domains, see For AI Training.

Worked Examples

Published Workflow Benchmark Results

Real CRE tasks. Repeated model runs. Concrete artifacts of Iceberg’s methodology in action.

Directional results from live Iceberg runs. Not a formal audited study.

April 2026

Early Lease Termination & Lender Consent Analysis

Benchmarking frontier AI models on a multi-document, multi-step CRE asset management workflow — remaining obligations, replacement costs, NER, and lender consent conditions.

Office · 7 models · 5-step workflow · 18 scored fields

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April 2026

Lease Abstract → NER Calculation

Benchmark results for lease abstraction and net effective rent calculation on a single-tenant, NNN industrial lease — covering single-step and multi-step workflows under different prompt conditions.

Industrial · 7 models · Single-step + Multi-step

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