Real Estate
Your craft is your reasoning.
That reasoning should stay inside your practice.
Appraisal lives on methodology — comp selection, adjustment reasoning, and the judgment an appraiser develops across years of assignments. USPAP obligates you to protect the confidentiality of that work, and lenders increasingly ask specific questions about AI usage.
We build private AI for appraisers and appraisal firms, so the productivity benefits of modern tools are available without routing client and subject data through a third party.
The Case
Why in-house AI matters for appraisers.
USPAP confidentiality
USPAP requires appraisers to protect confidential information about clients and subjects. That duty extends to the tools used in the analysis — not just the delivered report.
Methodology is the product
Adjustment grids, comp selection reasoning, and market analysis are the appraiser's craft. Routing that reasoning through a public AI tool trades proprietary methodology for short-term productivity.
AMC & lender data rules
Many AMC and lender engagements restrict where engagement data can be processed. Generic AI tools don't reliably meet those restrictions — private infrastructure does.
Reproducibility
Appraisal defense requires reproducible reasoning. A model whose behavior drifts between assignments introduces inconsistency. Private models stay stable until you decide to change them.
Capabilities
What we build for appraisers.
Report drafting assistance
Draft report narratives, neighborhood descriptions, and market analyses grounded in your own prior work — processed locally.
Comp research support
Query your own historical comps and adjustments in natural language. The firm's accumulated judgment, queryable — not a public model's guess.
Report QC & consistency
Check reports for internal consistency, USPAP-aligned language, and missing disclosures before delivery.
Every practice is different.
Scope (residential, commercial, specialty), client mix, and existing tech stack all shape what makes sense. We start with a conversation, not a proposal.