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    <title>Axiom Field Notes</title>
    <link>https://buildaxiom.ai/blog</link>
    <description>Direct, practical resources on restoration field documentation, Xactimate estimating, AI workflows, estimate comparison, and Xactimate-ready estimates.</description>
    <language>en-us</language>
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    <item>
      <title>Remote monitors changed why I go back to the job, not whether</title>
      <link>https://buildaxiom.ai/blog/remote-drying-monitors-and-the-daily-visit</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/remote-drying-monitors-and-the-daily-visit</guid>
      <pubDate>Tue, 25 Aug 2026 12:00:00 GMT</pubDate>
      <category>Field documentation</category>
      <description>Sensors give you the drying curve between visits. What they have never once caught for me is the containment, the equipment, or the customer.</description>
    </item>
    <item>
      <title>If your job data lives in five systems, you are paying people to reconcile it</title>
      <link>https://buildaxiom.ai/blog/restoration-system-of-record</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/restoration-system-of-record</guid>
      <pubDate>Tue, 25 Aug 2026 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>The software line on your P&amp;L is not the expensive part. The re-keying, the version disputes, and the missing document at invoice time are the expensive part.</description>
    </item>
    <item>
      <title>&quot;92 percent accurate&quot; is not a number until you ask four questions</title>
      <link>https://buildaxiom.ai/blog/estimating-accuracy-claims-four-questions</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/estimating-accuracy-claims-four-questions</guid>
      <pubDate>Mon, 24 Aug 2026 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>Every AI estimating vendor quotes an accuracy figure. Ours included. Here are the four questions that decide whether the figure means anything for your shop.</description>
    </item>
    <item>
      <title>Your TPA is scoring timestamps. Here is where software moves each one.</title>
      <link>https://buildaxiom.ai/blog/tpa-scorecard-timestamps-and-ops</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/tpa-scorecard-timestamps-and-ops</guid>
      <pubDate>Mon, 24 Aug 2026 12:00:00 GMT</pubDate>
      <category>Claims &amp; carriers</category>
      <description>Compliance metrics are mostly clocks: contact, first on site, estimate uploaded, file closed. Each clock has a different owner and a different fix.</description>
    </item>
    <item>
      <title>AI reads surfaces. Your estimate is made of objects.</title>
      <link>https://buildaxiom.ai/blog/ai-strengths-limits-restoration-estimating</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/ai-strengths-limits-restoration-estimating</guid>
      <pubDate>Sun, 23 Aug 2026 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>A photo model is genuinely good at one class of line item and structurally weak at another. Knowing which is which tells you exactly where to put your estimator's attention.</description>
    </item>
    <item>
      <title>What the meters actually tell you on day one, and what they don't</title>
      <link>https://buildaxiom.ai/blog/day-one-water-loss-what-tech-tells-you</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/day-one-water-loss-what-tech-tells-you</guid>
      <pubDate>Sun, 23 Aug 2026 12:00:00 GMT</pubDate>
      <category>Field documentation</category>
      <description>Thermal, pins, pinless, and a hygrometer narrow down where to look. They still do not decide category, class, or what comes out of the wall.</description>
    </item>
    <item>
      <title>Axiom vs. Rebuild: who is holding the file at the end</title>
      <link>https://buildaxiom.ai/blog/axiom-vs-rebuild</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/axiom-vs-rebuild</guid>
      <pubDate>Mon, 07 Sep 2026 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>Both use AI to produce Xactimate estimates. In the Rebuild engagement reviewed here, the job was submitted, came back roughly three to twelve hours later, and the vendor uploaded it into the contractor's Xactimate. Here is the full comparison.</description>
    </item>
    <item>
      <title>Axiom vs. Wave: a PDF adjusters accept, or a file Xactimate opens</title>
      <link>https://buildaxiom.ai/blog/axiom-vs-wave</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/axiom-vs-wave</guid>
      <pubDate>Mon, 07 Sep 2026 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>Wave builds the estimate on site from what you tell it, prices it from a database Wave maintains, and exports a PDF. Axiom reads the documentation your crew already collected and hands back a native ESX. Here is the full comparison, including where Wave is cheaper.</description>
    </item>
    <item>
      <title>Axiom vs. DocuSketch: keep the camera, question the retainer</title>
      <link>https://buildaxiom.ai/blog/axiom-vs-docusketch</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/axiom-vs-docusketch</guid>
      <pubDate>Mon, 07 Sep 2026 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>DocuSketch's estimates are written by certified human estimators on a two-business-day clock and billed as a percentage of your own estimate's line-item value. Axiom drafts the file in minutes at a flat price. Here is the comparison, including the math on where each one is cheaper.</description>
    </item>
    <item>
      <title>Axiom vs. CapOut: transcription is not the same job as scoping</title>
      <link>https://buildaxiom.ai/blog/axiom-vs-capout</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/axiom-vs-capout</guid>
      <pubDate>Mon, 07 Sep 2026 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>CapOut turns a carrier's PDF into an ESX at 99.99 percent accuracy. That number is real, and it measures reproduction, not judgment. Axiom writes the scope before a carrier estimate exists. Here is where each one belongs on the claim.</description>
    </item>
    <item>
      <title>27 photos in, a $12,253 estimate out in 193 seconds</title>
      <link>https://buildaxiom.ai/blog/field-file-before-estimate</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/field-file-before-estimate</guid>
      <pubDate>Mon, 22 Jun 2026 12:00:00 GMT</pubDate>
      <category>Field documentation</category>
      <description>The demo runs a real mitigation loss from job site images to a priced file in Xactimate. Here is what went in, what came back, and the one input the field still has to supply.</description>
    </item>
    <item>
      <title>A scope from photos is only as good as the claims behind it</title>
      <link>https://buildaxiom.ai/blog/trained-on-real-claims</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/trained-on-real-claims</guid>
      <pubDate>Mon, 22 Jun 2026 12:00:00 GMT</pubDate>
      <category>Estimating workflow</category>
      <description>Photos in, priced ESX out is the demo. The part that decides whether the file is usable is what the model learned from before it ever saw your loss.</description>
    </item>
    <item>
      <title>Who sets the standards, who holds your data, and who gets the invoice</title>
      <link>https://buildaxiom.ai/blog/iicrc-software-and-getting-paid</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/iicrc-software-and-getting-paid</guid>
      <pubDate>Wed, 16 Sep 2026 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>Three arguments from the first episode of Supervisor Not Warranted: the conflicts inside the IICRC, why AI threatens the software you rent, and how billing structure decides whether you get paid.</description>
    </item>
    <item>
      <title>The compare tool you rent for $359 a month took five minutes to build</title>
      <link>https://buildaxiom.ai/blog/build-your-own-compare-tool</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/build-your-own-compare-tool</guid>
      <pubDate>Mon, 22 Jun 2026 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>Level charges nearly $4,000 a year. Restute charged $80 per file. The video builds the same estimate-comparison workflow with Claude for under two dollars.</description>
    </item>
    <item>
      <title>Florida paid for an audit of its insurers, then buried what it found</title>
      <link>https://buildaxiom.ai/blog/florida-sb-2a-buried-audit</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/florida-sb-2a-buried-audit</guid>
      <pubDate>Sun, 05 Apr 2026 12:00:00 GMT</pubDate>
      <category>Claims &amp; carriers</category>
      <description>Carriers claimed a 438 million dollar hemorrhage. A state-ordered forensic audit found billions in profit routed through affiliates. The study vanished, SB 2A passed, and claim denials climbed.</description>
    </item>
    <item>
      <title>Two pricing engines are fighting over your claim. Only one shows its math.</title>
      <link>https://buildaxiom.ai/blog/itel-vs-xactimate-material-pricing</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/itel-vs-xactimate-material-pricing</guid>
      <pubDate>Thu, 12 Mar 2026 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>Xactimate builds line items from aggregated retail pricing. ITEL hands the carrier a material number with no transparency behind it. The video argues the difference is showing up in short checks.</description>
    </item>
    <item>
      <title>An agent, a CompanyCam link, and an 88 percent scope</title>
      <link>https://buildaxiom.ai/blog/native-esx-handoff</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/native-esx-handoff</guid>
      <pubDate>Tue, 03 Feb 2026 12:00:00 GMT</pubDate>
      <category>Estimating workflow</category>
      <description>No estimating software involved. The video points Claude Code at a project's photos and a file of Xactimate codes, then grades the result against the scope a human wrote on site.</description>
    </item>
    <item>
      <title>The rush to Symbility is not about better software</title>
      <link>https://buildaxiom.ai/blog/symbility-migration-underpaid-claims</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/symbility-migration-underpaid-claims</guid>
      <pubDate>Mon, 22 Dec 2025 12:00:00 GMT</pubDate>
      <category>Claims &amp; carriers</category>
      <description>USAA, Liberty Mutual, Erie, and Chubb are moving estimates onto a platform the video says writes roughly 30 percent lower than Xactimate. The ownership behind it explains the timing.</description>
    </item>
    <item>
      <title>Claims are down and your brand will not save you</title>
      <link>https://buildaxiom.ai/blog/google-maps-beats-branding</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/google-maps-beats-branding</guid>
      <pubDate>Tue, 18 Nov 2025 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>Water damage claims are down as much as 50 percent in some regions. The companies still winning are not the ones with wrapped trucks. They own the map pack.</description>
    </item>
    <item>
      <title>The $250 software behind your $1,500 marketing retainer</title>
      <link>https://buildaxiom.ai/blog/diy-gbp-automation</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/diy-gbp-automation</guid>
      <pubDate>Mon, 29 Sep 2025 12:00:00 GMT</pubDate>
      <category>Growth &amp; marketing</category>
      <description>The video opens the actual reseller platform agencies use, shows what the top plan includes, and then rebuilds the same automation with ChatGPT and Pipedream for pennies.</description>
    </item>
    <item>
      <title>Half of water damage jobs start on Google Maps. Rank like you know it.</title>
      <link>https://buildaxiom.ai/blog/google-maps-lead-position</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/google-maps-lead-position</guid>
      <pubDate>Wed, 13 Aug 2025 12:00:00 GMT</pubDate>
      <category>Growth &amp; marketing</category>
      <description>Homeowners search &quot;water damage near me&quot; the way they search for pizza. Reviews, categories, and a finished profile decide who gets the call.</description>
    </item>
    <item>
      <title>Xactimate search fails you. Describe the loss instead.</title>
      <link>https://buildaxiom.ai/blog/xactimate-line-item-ai-search</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/xactimate-line-item-ai-search</guid>
      <pubDate>Wed, 16 Sep 2026 12:00:00 GMT</pubDate>
      <category>Estimating workflow</category>
      <description>Keyword search assumes you already know the code. An AI reranking search lets you type what you are looking at and get ranked line items back.</description>
    </item>
    <item>
      <title>Why the no-negotiation crowd gets paid: the contract math</title>
      <link>https://buildaxiom.ai/blog/policy-language-not-adjuster-guidelines</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/policy-language-not-adjuster-guidelines</guid>
      <pubDate>Fri, 11 Apr 2025 12:00:00 GMT</pubDate>
      <category>Claims &amp; carriers</category>
      <description>You have a contract with the homeowner. The homeowner has one with the carrier. The video argues that arrangement, used correctly, beats haggling with an adjuster.</description>
    </item>
    <item>
      <title>The $0 lead channel: three to five reviews a week and a finished profile</title>
      <link>https://buildaxiom.ai/blog/zero-dollar-water-damage-leads</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/zero-dollar-water-damage-leads</guid>
      <pubDate>Wed, 26 Mar 2025 12:00:00 GMT</pubDate>
      <category>Growth &amp; marketing</category>
      <description>Residential water damage work comes from the map, from plumbers, or from paid leads. Two of those take a cut. The third one you can own.</description>
    </item>
    <item>
      <title>Type in the parent company's URL. Watch where it redirects.</title>
      <link>https://buildaxiom.ai/blog/itel-gcs-connection-fallout</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/itel-gcs-connection-fallout</guid>
      <pubDate>Fri, 17 Jan 2025 12:00:00 GMT</pubDate>
      <category>Claims &amp; carriers</category>
      <description>After the first ITEL video published, the response was not a rebuttal. It was scrubbed LinkedIn profiles and a domain that quietly points at the lab it supposedly does not control.</description>
    </item>
    <item>
      <title>The match report is only worth what its independence is worth</title>
      <link>https://buildaxiom.ai/blog/itel-match-reports-independence</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/itel-match-reports-independence</guid>
      <pubDate>Tue, 03 Dec 2024 12:00:00 GMT</pubDate>
      <category>Claims &amp; carriers</category>
      <description>A single repair-or-replace call can swing a claim by tens of thousands of dollars. The video lays out why ITEL's claim to be an independent lab does not survive a look at its ownership.</description>
    </item>
    <item>
      <title>Answer adjuster revisions with documentation, not another phone call</title>
      <link>https://buildaxiom.ai/blog/answering-adjuster-revisions</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/answering-adjuster-revisions</guid>
      <pubDate>Wed, 06 Nov 2024 12:00:00 GMT</pubDate>
      <category>Claims &amp; carriers</category>
      <description>When a carrier sends back a revised estimate, most shops burn hours arguing line by line. There is a faster way to defend the work you already did.</description>
    </item>
    <item>
      <title>There are only two contracts on a water loss, and neither one is the carrier's guidelines</title>
      <link>https://buildaxiom.ai/blog/two-contracts-get-paid</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/two-contracts-get-paid</guid>
      <pubDate>Thu, 17 Oct 2024 12:00:00 GMT</pubDate>
      <category>Claims &amp; carriers</category>
      <description>Your contract is with the homeowner. The homeowner's contract is with the carrier. Internal guidelines are not part of either agreement, and treating them like they are is why invoices get cut.</description>
    </item>
    <item>
      <title>The line item knowledge was public all along. Now it trains models.</title>
      <link>https://buildaxiom.ai/blog/line-items-from-jobsite-photos</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/line-items-from-jobsite-photos</guid>
      <pubDate>Mon, 02 Sep 2024 12:00:00 GMT</pubDate>
      <category>Estimating workflow</category>
      <description>Years of Facebook group questions and thousands of written estimates became training data. The result: photos of a loss come back with the line items estimators used on similar losses.</description>
    </item>
    <item>
      <title>Schema markup, map embeds, and listings: the technical work most agencies skip</title>
      <link>https://buildaxiom.ai/blog/schema-markup-technical-seo</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/schema-markup-technical-seo</guid>
      <pubDate>Wed, 07 Aug 2024 12:00:00 GMT</pubDate>
      <category>Growth &amp; marketing</category>
      <description>Surface-level posting does not move rankings. The video walks through the code-level changes that actually tell Google who you are and where you work.</description>
    </item>
    <item>
      <title>If the caller thinks they dialed Servpro, you bought the wrong lead</title>
      <link>https://buildaxiom.ai/blog/ppc-leads-asking-for-servpro</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/ppc-leads-asking-for-servpro</guid>
      <pubDate>Wed, 24 Jul 2024 12:00:00 GMT</pubDate>
      <category>Growth &amp; marketing</category>
      <description>A short sketch about a familiar phone call: the homeowner clicked an ad, expected the franchise brand, and hung up confused. That is the third-party PPC lead experience.</description>
    </item>
    <item>
      <title>Stop reading approved estimates as PDFs. Export to Excel.</title>
      <link>https://buildaxiom.ai/blog/xactimate-excel-job-cost-analysis</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/xactimate-excel-job-cost-analysis</guid>
      <pubDate>Wed, 16 Sep 2026 12:00:00 GMT</pubDate>
      <category>Estimating workflow</category>
      <description>One export, one auto-sum, and a couple of filters tell you what you owe each subcontractor and what each room costs. The PDF never will.</description>
    </item>
    <item>
      <title>The TPA metric that actually controls your job volume is estimate turnaround</title>
      <link>https://buildaxiom.ai/blog/five-day-estimate-clock</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/five-day-estimate-clock</guid>
      <pubDate>Fri, 21 Jun 2024 12:00:00 GMT</pubDate>
      <category>Estimating workflow</category>
      <description>Programs grade you on how fast an assigned estimate gets submitted. Track that number yourself in a simple spreadsheet and you can move it before the TPA moves your assignments.</description>
    </item>
    <item>
      <title>Stop hunting for the line item you can't remember the name of</title>
      <link>https://buildaxiom.ai/blog/stop-hunting-line-item-codes</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/stop-hunting-line-item-codes</guid>
      <pubDate>Tue, 11 Jun 2024 12:00:00 GMT</pubDate>
      <category>Estimating workflow</category>
      <description>Novice or expert, the search problem is the same: you know the work, not what Xactimate calls it. Describe the thing and let a model trained on real estimates find the code.</description>
    </item>
    <item>
      <title>Three estimating chores you should never do by hand again</title>
      <link>https://buildaxiom.ai/blog/three-ai-tasks-to-stop-doing-by-hand</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/three-ai-tasks-to-stop-doing-by-hand</guid>
      <pubDate>Thu, 30 May 2024 12:00:00 GMT</pubDate>
      <category>Estimating workflow</category>
      <description>Adjuster emails, 700-line estimate reviews, and TPA work schedules eat hours that produce no scope. The video walks a practical AI workflow for each.</description>
    </item>
    <item>
      <title>Estimate assists are the quiet upside of TPA work</title>
      <link>https://buildaxiom.ai/blog/tpa-estimate-assists</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/tpa-estimate-assists</guid>
      <pubDate>Tue, 07 May 2024 12:00:00 GMT</pubDate>
      <category>Claims &amp; carriers</category>
      <description>On an assist you write the estimate for the carrier. When no other contractor is on the job, you are scoping work you are positioned to win, with relationships on both sides of the file.</description>
    </item>
    <item>
      <title>The XactAnalysis API is open. Automate your SLAs before the TPA automates you.</title>
      <link>https://buildaxiom.ai/blog/xactanalysis-api-automation</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/xactanalysis-api-automation</guid>
      <pubDate>Fri, 03 May 2024 12:00:00 GMT</pubDate>
      <category>Claims &amp; carriers</category>
      <description>Verisk released an API for XactAnalysis, which means software can now sit on top of your program workflow. Four integration points cover first contact, notes, work schedules, and getting paid.</description>
    </item>
    <item>
      <title>Stop counting photos. Capture the room.</title>
      <link>https://buildaxiom.ai/blog/photo-coverage-not-photo-count</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/photo-coverage-not-photo-count</guid>
      <pubDate>Sat, 09 Mar 2024 12:00:00 GMT</pubDate>
      <category>Field documentation</category>
      <description>Eighty-seven close-ups of damage still leave the estimator guessing. A simple room sequence gives the office the context it needs.</description>
    </item>
    <item>
      <title>AI can read the policy. Should it rule on coverage?</title>
      <link>https://buildaxiom.ai/blog/ai-policy-review-ethical-line</link>
      <guid isPermaLink="true">https://buildaxiom.ai/blog/ai-policy-review-ethical-line</guid>
      <pubDate>Wed, 31 Jan 2024 12:00:00 GMT</pubDate>
      <category>Industry analysis</category>
      <description>Loading a policy into ChatGPT to list exclusions is a clear win. Asking it whether a hail claim is covered is a different act entirely, and the industry has not drawn the line yet.</description>
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