Commercial Real Estate

Investment and leasing analysis leans on paperwork that was written about other people. Screening results, lease documents and tenant ledgers travel between teams as attachments, and an assistant will read whatever you paste. This starter is for the analyst or asset manager who wants that reading bounded. Tenant references are masked, three phrases end the request, and answers meet a firm score before they arrive.

Commercial deals turn on documents that carry other people inside them. Analysts summarize leases, compare rent rolls and test an investment case. The same prompt often carries a tenant reference number or a screening result that nobody needed to share. This starter draws a line around that material before a model sees it.

Redaction masks a tenant or leaseholder reference of four to twenty characters when the text labels it as an identifier. Three phrases stop the request instead of masking it: an access code, a lease export and a raw tenant screening file. The refusal is the point. A lease export dropped into a prompt is the fastest way to lose control of tenant data.

A bias watch sits in the response chain, and its reach is narrow. It reacts to recruitment wording in a request, such as hiring or a performance review, and it escalates rather than blocks. Lease abstraction and investment questions do not use that wording, so the watch stays quiet through this work. It does not judge whether a tenancy decision is lawful. Housing fairness analysis stays a human task, and this control gives you a signal rather than a verdict.

Output scoring holds an answer to a combined score of 0.84, tighter than a consumer service floor. Accuracy must reach 0.80 and relevance must reach 0.78, and both count equally. An answer under 120 characters or a single sentence also fails. The human review step, by contrast, ships empty and takes no action at run time. Turn it on and name the reviewer when approval before a decision is what you need.

Audit marking closes the sequence, allows the request and creates no storage of its own. Retention and evidence export are separate settings that you configure. The starter adds no role check either, so who may ask what remains your design. Choose the Property Management starter when the daily work is tenant service, screening and leasing rather than deal analysis.