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MeltPlan vs Wyre AI

Two AI preconstruction tools that both build scopes from the bid documents. MeltPlan is a multi-product precon platform for general contractors whose Melt Bid generates scopes and levels sub proposals into your own bid tally template, alongside document review, estimator-reviewed takeoff and code research. Wyre AI focuses earlier on the documents: Wyre Scopes turns the full document set into traceable scope packages and Wyre Check flags conflicts and gaps between drawings and specs. Desk research from vendor pages read Oct 26, 2026; not tested, no winner.

DESK RESEARCH, NOT TESTED. Compiled from vendors' public websites (accessed Oct 26, 2026). Vendor claims are not verified by Means & Methods Lab. No scores or rankings.

In short: MeltPlan (AI preconstruction; no public prices (quote / sales)) vs Wyre AI (AI scope & precon risk; no public prices (quote / sales)). Facts last checked Oct 26, 2026. No winner declared; not tested.

Side by side

MeltPlan vs Wyre AI: vendor-published facts side by side
Sheet rowMeltPlanWyre AI
CategoryAI preconstructionAI scope & precon risk
AI role (our label)AI-firstAI-first
What it doesAI-first preconstruction platform for GCs, from concept to GMP: document review, quantity takeoff, scope sheets, bid leveling and code research. Products are Melt Bid (scoping, tabulation and leveling into your own bid tally template, in a web app or Excel plugin, with every value linked to its source proposal), Melt Review (document review and precon reports on hidden costs), Melt Takeoff (AI quantities reviewed by experienced estimators) and Melt Code; its FAQ also names Melt Schedule. It names integrations with Google Workspace, Microsoft 365, SharePoint, Box and BuildingConnected, and says customer data is never used to train models. Vendor claims 10x precon output and 95%+ accuracy (vendor claims). Re-checked Oct 19, 2026: unchanged in substance. The site adds a For Developers solution page and lists cost benchmarks among its workflows; its FAQ says Melt Bid reads sub proposals as PDFs, Word files, Excel sheets or emails, most teams start with Melt Bid or Melt Review, and it covers commercial, healthcare, residential and industrial work. On data, it says bid data and cost history are never used to train its or third-party models (stated as contractually guaranteed), each organization's data is isolated and encrypted, and a customer that leaves gets a full export and written confirmation that everything, backups included, was deleted (vendor statements). Customer quotes with hours-saved figures are vendor-published and not used here. Re-checked Oct 21, 2026: the navigation lists Melt Bid, Melt Review, Melt Takeoff and Melt Code; the data statements above are unchanged. Re-checked Oct 22, 2026: homepage unchanged in substance (Melt Bid, Melt Review, Melt Takeoff and Melt Code in the product list, Melt Schedule in the FAQ; quantity takeoffs reviewed by estimators; the same data isolation, no-training and export-on-exit statements). The 10x, 95%+ accuracy and hours-saved lines and customer quotes remain vendor material and are not used. Re-checked Oct 24, 2026: homepage, pricing page and Melt Bid page unchanged in substance (Doc Review, Quantity Takeoff, Scope Sheets, Bid Leveling and Cost Benchmarks). Vendor accuracy and output figures are not used. Re-checked Oct 26, 2026: homepage, pricing page and Melt Bid page unchanged in substance (Doc Review, Quantity Takeoff, Scope Sheets, Bid Leveling and Cost Benchmarks; Melt Bid levels sub proposals into your own bid tally template in the web app or an Excel plugin, with every value linked to its source proposal; the Melt Bid page lists an up-to-date cost database as coming soon). Vendor accuracy, hours-saved and output figures and customer quotes are not used.Turns drawings and specs into structured scopes, risk insights and traceable references to find scope gaps and reduce RFIs. It sells Wyre Scopes (traceable scope packages from the full document set) and Wyre Check (AI-assisted validation that flags conflicts and gaps between drawings and specifications). Its site says it now connects with Autodesk Forma and BuildingConnected, and its footer says SOC 2 Type II compliant. Its press page announces a $5M seed round led by IronSpring Ventures (September 2026). Re-checked Oct 19, 2026: homepage unchanged in substance (Wyre Scopes, Wyre Check, the Autodesk Forma and BuildingConnected connection and the SOC 2 Type II footer seal); it says the team are former Pype and Autodesk staff and that the product is built with a deep understanding of Autodesk, Procore, Trimble and Bluebeam integrations (vendor statement). A customer pilot's hours-saved estimate is vendor-published and not used here. Re-checked Oct 21, 2026: homepage unchanged in substance (Wyre Scopes, Wyre Check, the Autodesk Forma and BuildingConnected banner and the SOC 2 Type II footer line). Customer quotes are not used here. Re-checked Oct 23, 2026: homepage unchanged in substance (Wyre Scopes and Wyre Check, upload, analysis, review and bid steps with color-coded outputs and traceable references, the Autodesk Forma and BuildingConnected banner and the SOC 2 Type II footer line). It lists general contractors, subcontractors, specialty contractors, construction managers, estimators, preconstruction managers and architects and engineers as users, and the footer lists Customer Stories, Press Releases and a Podcast. The banner's Explore integrations link returned a not-found page in this read. Homepage counters, customer quotes and pilot hour estimates are vendor content and not used. Re-checked Oct 25, 2026: homepage unchanged in substance (Wyre Scopes turns drawings and specifications into structured scopes and bid items; Wyre Check flags gaps, inconsistencies and compliance issues; traceable references; the Autodesk Forma and BuildingConnected banner; SOC 2 Type II footer line). The banner's Explore integrations link still returns a not-found page. Customer quotes are not used. Re-read Oct 26, 2026 for a compare: homepage unchanged in substance (Wyre Scopes builds organized, traceable scope packages from the full document set; Wyre Check flags conflicts and gaps between drawings and specifications; upload, analysis, review and bid steps with color-coded outputs and traceable references; built with Autodesk, Procore, Trimble and Bluebeam integrations in mind, per the vendor). Homepage counters, customer quotes and pilot hour estimates are vendor content and not used.
Who it's forGeneral contractor precon teams.Preconstruction teams.
Pricing (as publicly stated)Custom quote / no public prices on pricing page (re-checked Oct 17, 2026). The page says MeltPlan prices on the square footage run through the platform, with a per-square-foot rate that drops at set volume tiers, unlimited users, projects and storage, dedicated onboarding, and bundle pricing across product lines; no rates are shown. Re-checked Oct 19, 2026: still no rates; the FAQ says usage is the square footage of everything you pursue and win, tracked automatically from uploaded plans and specs, with the rate set on actual volume each billing period. Re-checked Oct 21, 2026: still no rates; the page still prices on square footage pursued and won, with unlimited users, projects and storage and dedicated onboarding, and says the rate drops with more volume and with more MeltPlan workflows. Re-checked Oct 22, 2026: still no rates. The quote form now asks for company type (general contractor, specialty contractor, owner/developer, government or architecture firm) and annual construction volume in bands from $0-5M to $100M+; pricing is still on square footage pursued and won, with unlimited seats, projects and storage. Re-checked Oct 24, 2026: still no rates; pricing is on square footage run through the platform with unlimited seats, projects and storage, and the quote form still asks for annual construction volume in bands from $0-5M to $100M+. Re-checked Oct 26, 2026: still no rates on the page as read; pricing is on square footage run through the platform (pursued and won), with unlimited users, projects and storage, dedicated onboarding and support, and the per-square-foot rate dropping at set volume tiers and with more MeltPlan workflows. The FAQ refers to a calculator that did not render in our read.No public prices found (re-checked Oct 17 and Oct 19, 2026): the vendor site has no pricing or plans link in its navigation or footer, and wyreai.io/pricing returns a not-found page. The site's calls to action are "Book a demo", "Contact us", "Request a demo". Confirm current pricing with the vendor. Re-checked Oct 21, 2026: unchanged (no prices; wyreai.io/pricing still not found). Re-checked Oct 23, 2026: unchanged (no prices; wyreai.io/pricing still not found; Book a Demo). Re-checked Oct 25, 2026: unchanged (no prices; wyreai.io/pricing still not found; Book a Demo). Re-checked Oct 26, 2026: unchanged (no prices; wyreai.io/pricing still returns a not-found page; sales contact and Book a Demo).
User reviewsNo reviews yet. Read or writeNo reviews yet. Read or write
Vendor links
Sources

Facts last checked: Oct 26, 2026. Prices change; check the vendor page before relying on them.

Where the vendor descriptions differ

  • What each sells (vendor wording): MeltPlan calls itself an AI-first preconstruction platform for general contractors, with Melt Review, Melt Takeoff, Melt Bid, Melt Code and Melt Schedule. Wyre AI sells Wyre Scopes, which analyzes the full document set into organized, traceable scope packages, and Wyre Check, AI-assisted document validation that flags conflicts and gaps between drawings and specifications.
  • Bid day: MeltPlan says Melt Bid auto-generates scopes and levels every sub proposal, surfacing scope gaps, exclusions, qualifications and alternates, in your own template in the web app or an Excel plugin kept in sync. Wyre describes an upload, analysis, review and bid flow with color-coded outputs and traceable references back to the documents; its homepage as read does not describe leveling sub proposals.
  • Document review: MeltPlan's Melt Review runs SD, DD and CD sets against phase completeness criteria, writes change narratives between issuances, pulls sole-source, mockup and testing requirements, and exports findings as a BCF file for the design team. Wyre Check covers drawing-to-spec conflicts and gaps.
  • Takeoff and code: only MeltPlan covers these here; Melt Takeoff quantities are AI-extracted and then reviewed by US estimators, and Melt Code gives cited, section-level code research answers.
  • Who each names: MeltPlan writes for GC precon and estimating teams. Wyre lists general contractors, subcontractors, specialty contractors, construction managers, estimators, precon managers and architects and engineers, and says its product was built with Autodesk, Procore, Trimble and Bluebeam integrations in mind.
  • Pricing (checked Oct 26, 2026): MeltPlan prices by square footage run through the platform, with unlimited users, projects and storage, and the rate dropping at volume tiers and with more workflows, but shows no rates on the page as read. Wyre AI publishes no prices; its /pricing page returns not found and the path is Book a Demo or a sales contact.
  • Not used here: MeltPlan's accuracy, faster-takeoff and hours-per-review figures, Wyre's homepage counters and pilot hour estimates, and both vendors' customer quotes (vendor content).

Paraphrased from the sources listed above. Vendor claims are reported as claims.

What users say

The facts above come from vendor websites. Whether either tool is any good for your work is something only people who use them can say. These are member reviews, all ratings shown, never edited or removed for being negative.

Used either of these? Share your take

Good or bad, an honest review from an estimator, PM or super helps the next team more than another vendor demo. You post under a handle; your email is never shown.

Questions to ask in your review

  • Whether you need sub-proposal leveling on bid day, document-set scoping and conflict checks earlier in the pursuit, or both
  • How either tool's scopes map to your trade breakdown and bid packages
  • What you actually pay, and on what basis (neither publishes full prices)
  • What did you use it for, on what kind of work and project size?
  • How long did setup and training take, and who on your team did it?
  • What does it cost you in practice, compared with what the sales call said?

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