About the Reviewers
Kefiw uses role-based human review so users can see who is responsible for the math, the evidence framing, and the safety wording.
Why this exists
Most calculator and contractor-adjacent sites say a page is “reviewed” without saying what that means. Kefiw does the opposite. The review label tells you whether a property page was checked for implementation accuracy, evidence framing, contractor scope, real-estate workflow, claim-documentation boundaries, or some combination of those.
The review roles
- Engineering review covers formulas, calculations, input handling, browser behavior, unit conversions, and implementation correctness. Engaged on every page.
- Scientific review covers source quality, evidence framing, assumptions, uncertainty, and clear explanation of limits. Engaged on every page.
- Remodeling contractor review covers Property Improve pages where scope, materials, labor assumptions, bid language, and quote-risk questions matter.
- Realtor review covers Property pages where seller proceeds, buyer cash-to-close, commission, closing costs, ownership, and real-estate workflow assumptions matter.
- Claim documentation review covers Property Damage pages where evidence collection, claim-boundary wording, mitigation timing, restoration bid framing, and insurer or adjuster boundaries matter.
How the roles work together
The same page can carry more than one review role. A roof page is engineered for deterministic math, scientifically reviewed for uncertainty language, and checked through contractor review for scope and quote questions. A seller proceeds page is engineered for the calculation, scientifically reviewed for assumptions, and checked through realtor review for workflow framing. Damage pages add claim documentation review where evidence, mitigation timing, bid framing, and insurance-boundary language matter.
What users are usually trying to do
People rarely come to Kefiw looking for abstract definitions. They are usually trying to decide what to do before a contractor, restoration company, adjuster, realtor, title company, lender, buyer, seller, or family member changes the pressure. The review system exists to make those property decisions clearer and less misleading.
What a review label does not mean
- It does not mean a page is personalized to your situation.
- It does not mean a tool replaces a clinician, lawyer, accountant, financial adviser, or any other licensed professional.
- It does not mean a single reviewer approves every sentence on the site for every possible use case.
- It does mean the page has an identified staff approval scope, which is documented in plain language and linked from the page.
Read the details
Use the pages below to see the boundaries of each property review role, then read the editorial policy, methodology, and sources pages for the process behind them.