AI property feasibility research
Property feasibility, researched to a standard.
Masterlot combines AI-assisted research with independent QA to investigate the parcel, governing rules, site constraints, and viable project paths behind ADUs, homes, multifamily development, and backyard structures.
STANDARD / 01
AI accelerates collection, comparison, and synthesis. Load-bearing facts still need a source trail; judgment calls need visible confidence; unresolved items need a next step.
Jurisdiction, APN, zoning, geometry, and site evidence are resolved before recommendations.
INPUT GATEAI-assisted research starts with official records and primary legal sources—not uncited summaries.
EVIDENCEConflicting facts are resolved or elevated as a specific open question, never blended away.
RECONCILEReport content, numbers, source coverage, and final PDF rendering receive a separate check.
OUTPUT GATECoverage is confirmed per engagement. Masterlot’s deepest current regulatory research coverage is in California.
RESEARCH PRODUCTS / 02
Each engagement starts with the property and the decision at hand. The research path changes by project type; the evidence and QA expectations do not.
Eligibility, AI-assisted zoning and ordinance research, governing pathway, setbacks, site fit, hazards, utilities, fees, and permitting sequence.
New build, addition, or teardown/rebuild research tied to the lot, development envelope, code route, and site constraints.
Base zoning, incentives, density and FAR, envelope, policy pathways, financial assumptions, and comparative schemes.
Permit thresholds, product dimensions, placement, fire and flood conditions, electrical scope, and submittal route.
PROFESSIONAL WORKFLOWS / 03
Masterlot is designed to enter an existing professional workflow—not become another dashboard the team has to operate.
Qualify the lot and product fit before the proposal hardens.
Bring zoning, site, fee, and agency questions into scope early.
Compare development paths and direct diligence to the sensitive facts.
Also useful for architects and serious property owners who need a research basis before design or application work begins.
RESEARCH + QA METHOD / 04
AI-assisted collection and synthesis, interpretation, challenge, and delivery are separate jobs. Keeping them separate makes uncertainty visible and reduces confirmation bias.
Confirm the jurisdiction, parcel identity, zoning, geometry, existing conditions, and relevant overlays from traceable records.
Resolve the applicable state and local pathways, effective dates, development standards, fees, and agency process.
Test legal and physical options against the client’s decision, using deterministic geometry where a fit conclusion depends on measurements.
Run an independent review, investigate weak assumptions, exhaust resolvable gaps, and verify factual claims against their cited sources.
Separate confirmed facts, analysis, unknowns, and next actions in a client-ready report; then audit the final file for fidelity and presentation.
CLIENT OUTPUT / 05
The report gives the meeting a durable record: what is known, what it means for the project, which alternatives remain, and what must happen next.
Professional teams: white-label report delivery is available as a supporting capability.
ANONYMIZED REPORT STRUCTURE
FIELD FEEDBACK / 06
Feedback originally provided for work delivered under ADU Pilot, the focused service that preceded Masterlot’s broader property-research scope.
“What would normally take us several days or weeks of research only took a couple of hours to generate.”
“ADU Pilot is very helpful. That’s exactly what we want to have done moving forward.”
Past client feedback describes prior engagements and does not guarantee feasibility or project outcome.
PROFESSIONAL BOUNDARY / 07
Pre-application research, source synthesis, comparative feasibility analysis, decision support, and a documented next-action plan.
A boundary or topographic survey, stamped architecture or engineering, an official agency determination, lender appraisal, legal opinion, or permit approval.
Rules, records, site conditions, and agency interpretations can change. Final siting and compliance must be confirmed by the responsible professionals and authorities.
DIRECT ANSWERS / 08
Scope note: these answers describe Masterlot’s current property feasibility research service as of August 30, 2026.
It is a pre-application investigation of a property, the rules that govern it, the site constraints that affect it, and the realistic paths for a proposed project. The output supports an early decision; it is not an official approval.
Masterlot covers ADUs; primary residences and single-family new builds, additions, or rebuilds; multifamily development analysis; and sheds or other backyard structures. The opening conversation confirms the appropriate scope.
Bring the property address, the project you are considering, the decision the research needs to support, and any existing plans, surveys, title documents, product specifications, or agency correspondence you already have.
Research may use assessor and parcel records, city or county GIS, municipal and state law, agency handouts, hazard and environmental data, fee schedules, permit records, recorded maps, and project documents. The applicable source set depends on the property and question.
Masterlot uses AI-assisted research to collect and compare property records, zoning rules, site constraints, and project paths. Independent audit, gap closure, and final fact-checking remain separate quality gates. The result is a source-cited AI feasibility report—not an official agency determination.
Masterlot guarantees delivery of the agreed feasibility report within 24 hours after the required property and project inputs are received. The guarantee covers report delivery—not permit approval or a particular feasibility outcome.
No. Masterlot provides pre-application feasibility research. It does not issue agency determinations, stamp design documents, verify legal boundaries, or guarantee approval. The report identifies which conclusions require field, professional, title, utility, or agency confirmation.
Coverage is confirmed case by case. The deepest current regulatory and parcel-research coverage is in California, with selected workflows available in other U.S. jurisdictions.
Yes. White-label delivery can support manufacturers, contractors, architecture firms, and other professional teams. Branding, scope, and client-facing boundaries are agreed before research begins.
Sources and access dates are recorded for the engagement. Because laws, fees, maps, site conditions, and agency practice change, time-sensitive findings should be refreshed before a later application or capital decision.
START WITH THE PROPERTY
Report delivery is guaranteed within 24 hours after the required inputs are received. See how source-cited AI feasibility research applies to your property.
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