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Lumber vs Miter

Two construction payroll, HR and field-operations platforms that both run certified, union and prevailing-wage payroll. Like-for-like on payroll and compliance: Lumber also sells AI agents that can run on top of another ERP or payroll system, while Miter describes AI inside its own platform and lists direct certified payroll submission to state portals. Compared using only vendor pages re-read Oct 17, 2026; desk research, not tested, no winner.

In short: Lumber (Construction payroll, HR & workforce; no public prices (quote / sales)) vs Miter (Construction payroll, HR & field ops; no public prices (quote / sales)). Facts last checked Oct 17, 2026. No winner declared; not tested.

DESK RESEARCH, NOT TESTED. Compiled from vendors' public websites (accessed Oct 17, 2026). Vendor claims are not verified by Means & Methods Lab. No scores or rankings.

Side by side

Lumber vs Miter: vendor-published facts side by side
Sheet rowLumberMiter
CategoryConstruction payroll, HR & workforceConstruction payroll, HR & field ops
AI role (our label)AI-firstAI features added to established product
What it doesConstruction workforce platform for payroll, HR, compliance and field operations, with AI agents for certified payroll and other compliance work. The vendor describes it as "Built for Construction. Powered by AI." The site lists AI agents, a free AI audit tool, and a feature that turns collective bargaining agreements (CBAs) into AI insights you can chat with. Re-read Oct 17, 2026: its Agent Center lists individual agents for certified payroll, union, funding, COI, workers' comp and tax notice analysis that it says can run on top of an existing ERP or HCM (Acumatica, Sage, Viewpoint, Procore, Knowify, ServiceTitan, ADP, Workday, COINS) by API or file upload, routing exceptions to a human; its certified payroll page lists WH-347 automation, prevailing wage validation before reports are generated, AI scanning for missing entries or anomalies, and PDF, XML or CSV export for LCP, DIR, eMars and Elation. Lumber says it cuts payroll processing time by 95% and is SOC 2 Type II audited (vendor claims). The site serves region-specific content; the homepage we were served described Canadian payroll.Construction workforce-management platform covering certified, union and prevailing-wage payroll, HR, benefits, expenses and field operations. It also lists recruiting; expense management covers per diems, reimbursements and corporate cards; field operations cover time tracking, production, equipment, photos, schedules and daily reports; it adds job costing and a REST API. Its Sept 30, 2026 Series B release says Miter's AI parses invoices, receipts, and pay rate tables, surfaces labor and job-cost trends while jobs are running, and creates field safety reports from photos or voice notes; the homepage itself does not itemize AI features. Vendor says more than 2,000 contractors run on Miter (vendor claim). Re-read Oct 17, 2026: the homepage headline is now "Construction workforce management for the AI era" and it says it helps 2,000+ companies grow and manage their teams (vendor claim); it still does not itemize AI features, and lists certified, union and prevailing-wage payroll, HR, expenses and per diems, field reporting (time, production, equipment, photos, schedules), off-the-shelf integrations and a REST API; miter.com/pricing still returns a not-found page. Its certified payroll page (read Oct 17, 2026) lists WH-347 and state forms, direct submission to state portals in 11 states, exports to LCPTracker, eMars, eComply and Elation, and an Apprentice Ratio Report, and says Miter is not a portal for collecting subcontractors' certified payroll; its integrations page lists CMiC, HCSS, Foundation, Sage, Viewpoint, Acumatica, NetSuite, Procore and QuickBooks among others.
Who it's forSubcontractors through multi-state enterprise contractors.General and specialty contractors, from large builders to family-owned specialty contractors (vendor wording).
Pricing (as publicly stated)No public prices found (checked Oct 17, 2026): /pricing returns a not-found page. Lumber's agent FAQ says Premium Agents are a flat monthly fee based on the agent's complexity and the volume of information processed, with bundle discounts for more than one agent; the homepage showed a holiday offer of up to 15% off modules. Confirm current pricing with the vendor.No public prices found (checked Oct 16, 2026): the vendor site has no pricing or plans link in its navigation or footer; miter.com/pricing returns a not-found page and /plans redirects to the homepage (dollar figures on the homepage are sample payroll and job-cost screens, not prices). The site's calls to action include "Get a demo". Confirm current pricing with the vendor.
Test statusNot tested. No scores.Not tested. No scores.
Vendor links
Sources

Facts last checked: Oct 17, 2026. Prices change; check the vendor page before relying on them.

Where the vendor descriptions differ

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

What we can't tell you yet

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