Means & Methods Lab, home
Facts: desk research from vendor sites · Reviews: members' opinions

Handoff AI vs Foreman AI

Two AI-first estimating assistants for smaller builders and contractors, both with published monthly plans and AI-credit allowances, so this is partly like-for-like. Handoff AI is aimed at home builders, remodelers and residential trades and builds estimates and proposals from scope notes, photos, voice notes or plans, with CRM, change orders and invoicing around them. Foreman AI reads full plan sets and answers questions with sheet citations, and adds takeoff (including earthwork), budgets, sub bid packages and paperwork across the job. Desk research from vendor sites read Nov 1, 2026; no winner.

DESK RESEARCH FROM VENDOR SITES. Compiled from vendors' public websites (accessed Nov 1, 2026). Vendor claims are not verified by Means & Methods Lab. No scores or rankings.

In short: Handoff AI (Estimating; vendor publishes prices) vs Foreman AI (Estimating copilot; vendor publishes prices). Facts last checked Nov 1, 2026. No winner declared; desk research from vendor sites.

Side by side

Handoff AI vs Foreman AI: vendor-published facts side by side
Sheet rowHandoff AIForeman AI
CategoryEstimatingEstimating copilot
AI role (our label)AI-firstAI-first
What it doesAI estimating and project-management assistant ("AI Teammate") for home builders, remodelers and trade contractors. Estimates can start from uploaded scope, blueprints, voice notes, job photos or a site walkthrough, and it drafts proposals, scopes of work and material lists, with CRM, client portals, change orders, invoicing, scheduling, daily logs, time tracking and customer financing through a partner. Other AI features listed: AI Renderings (photos or ideas into proposal visuals), AI Presets (saved rates and services), AI-powered material lists, AI site walkthroughs and an AI Subcontractor Portal. The Scale plan adds AI takeoffs from residential plans up to 7,000 sq ft, customizable proposal sections with up to 5 estimate options, and API/MCP access. A Supplier Platform runs AI takeoffs on contractors' plans and turns them into quotes with the supplier's SKUs and pricing. Training-data and SKU figures, earnings figures, ratings and quotes are vendor material not used here.AI assistant for contractors that reads full plan sets and project manuals on upload and answers plain-English questions with sheet citations. The homepage pitches Foreman as running the whole job through eight stages, from leads, bids and sub bid packages (subs price from one link with no login) through COI and W-9 chasing, change orders, pay apps, lien waivers, closeout and warranty, with the user approving key steps. Features listed: Takeoff Studio (calibrated, correctable takeoff objects; the vendor says it uses Foreman's own model trained on permit-set floor plans to measure vector PDFs, and hands over manual tools on scanned sheets it cannot measure), Civil & Sitework earthwork takeoff (cut/fill from traced PDF contours and spot grades, with bank and loose yards; the vendor notes accuracy tracks the plan's contour interval), Plan Intelligence with cross-discipline conflict flags, Computer Control, Project Brain, Estimating & Docs (a budget builder priced from your cost catalog, company history, AI market estimates or web pricing; proposals, RFIs, reports and schedules of values), Email Intelligence, a Job Board & Subs area, and integrations with JobTread, Procore, QuickBooks and an API. The billing notes say Foreman asks for confirmation before writing to connected systems. Vendor says it was built by a licensed contractor and runs on US-based servers. Dollar-volume counters and customer logos are vendor content not used here.
Who it's forResidential remodelers, home builders, and trade contractors (vendor lists many residential trades).Solo estimators, small crews, GCs, remodelers, and specialty contractors (vendor wording per plan).
Pricing (as publicly stated)Monthly price, billed annually (save 20%): Flex $119/mo (page also shows $149; 2 users, 50 AI usage credits/mo, 7-day free trial); Pro $239/mo (also shown $299; 12-month commitment, 5 users, unlimited AI usage credits); Scale $719/mo (also shown $899; 12-month commitment, adds AI takeoffs on residential plans up to 7,000 sq ft and API/MCP access). Card fees are paid by the client and ACH is 1% capped at $10. Supplier Platform: contact for pricing.Free $0 (starter AI credits, 10 voice minutes, no card). Starter $399/mo (1 seat, $399 of AI credits monthly, about 200 voice minutes at $2.00/min). Pro $799/mo (1 seat, $799 of AI credits, about 600 voice minutes at $1.33/min, priority processing). Elite: contact (3 seats, unlimited AI usage, shared Project Brain and Plan Vault, training on historical project data). Enterprise: custom (Procore, QuickBooks/accounting, JobTread, email, file storage, ERP and desktop workflow setup). Monthly plans; annual contracts for teams by contact; prepaid credits do not expire; Visa and Mastercard only. Flag: an upgrade dialog in the page markup shows a 3-day Starter trial with prompt limits and an Elite White Glove card at $1,499/mo, which does not match the credit-based plan cards; confirm current terms with the vendor.
User reviewsNo reviews yet. Read or writeNo reviews yet. Read or write
Vendor links
Sources

Facts last checked: Nov 1, 2026. Prices change; check the vendor page before relying on them.

Where the vendor descriptions differ

  • Partly like-for-like: both draft estimates, proposals and scopes with AI and both run on AI-credit allowances. Handoff's pages lead with residential estimating and proposals for remodelers and home builders. Foreman's lead with plan-set reading, takeoff and a chat or voice assistant that runs the job from lead to closeout.
  • Estimating inputs (vendor statements): Handoff says estimates can start from uploaded scope, blueprints, voice notes, job photos or a site walkthrough, and it drafts proposals, scopes of work and material lists, with saved rates (AI Presets) and AI renderings for proposals. Foreman says it reads plan sets and project manuals on upload, answers plain-English questions with sheet citations, and builds budgets priced from your cost catalog, company history, AI market estimates or web pricing.
  • Takeoff (vendor statements): Handoff lists AI takeoffs from residential plans up to 7,000 sq ft on its Scale plan. Foreman lists Takeoff Studio with correctable takeoff objects and Civil & Sitework earthwork takeoff that computes cut and fill from contours and spot grades on the grading plan PDF; it says accuracy tracks the plan's contour interval and that scanned sheets it cannot measure fall back to manual tools.
  • Around the estimate (vendor statements): Handoff lists CRM, client portals, change orders, invoicing, scheduling, daily logs, time tracking, an AI Subcontractor Portal, customer financing through a partner and API/MCP access on Scale. Foreman lists sub bid packages subs can price without a login, COI and W-9 chasing, change orders, pay apps, lien waivers, closeout, email search and follow-up, desktop control, and integrations with JobTread, Procore and QuickBooks; it says it asks for confirmation before writing to connected systems.
  • Pricing (checked Nov 1, 2026): Handoff lists Flex $119/mo billed annually ($149 otherwise; 2 users, 50 AI usage credits a month, 7-day free trial), Pro $239/mo ($299; 5 users, unlimited AI usage credits, 12-month commitment) and Scale $719/mo ($899; adds AI takeoffs and API/MCP access). Foreman lists Free $0 (starter credits, 10 voice minutes, no card), Starter $399/mo (1 seat, $399 of AI credits), Pro $799/mo (1 seat, $799 of AI credits, priority processing), Elite by contact (3 seats, unlimited AI usage) and Enterprise custom; plans are monthly, with annual contracts for teams by contact.
  • Not used here: Handoff's training-data, SKU and earnings figures, ratings and quotes, and Foreman's dollar-volume counters and customer logos (vendor material). Facts for both come from vendor websites (desk research).

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

  • How far each tool's AI credits go on a typical month of your bids
  • Whether either takeoff handles your plan types (Handoff lists residential plans; Foreman notes scanned sheets fall back to manual tools)
  • Which of your existing systems each one connects to without custom setup
  • 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?

How reviews work: review guidelines and methodology. All reviews: reviews hub.

Related