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Construction and general contractors · Proposal and quote automation

From site walk to signed proposal, without the copy-paste

On negotiated and design-build work, the proposal is what the owner actually reads. Yet in many GC offices it is assembled by hand: a PM copies scope language from the last similar job, pastes the estimate summary from Excel, updates the schedule of values, attaches insurance and the company profile, and hopes the previous client's name is not still on page four.

How it often works today
  • Project managers rebuild each proposal from an old Word file, so outdated exclusions, wrong project names and stale insurance limits slip through to owners.
  • Site walk notes sit in a notebook, phone photos or CompanyCam, and the scope narrative depends on whoever walked the job remembering the details.
  • Proposals for negotiated work can take a week to go out, and owners comparing two or three contractors notice which one replied first.
  • Pricing summaries and the schedule of values are retyped from the estimate, creating mismatches the owner's rep catches before you do.

A scoped improvement would build proposals from structured inputs instead. The approved estimate, scope narrative, schedule assumptions and standard clarifications feed a template, and AI drafts the written sections from site walk notes. The PM or principal reviews scope, price and terms before it goes out, which is exactly where their time should go.

The improved workflow

Capture the site walk in a structured form

The PM or superintendent fills a short mobile form during the walk, with photos tagged by area, existing conditions, access limits and owner requests, so the scope starts from facts.

Pull numbers straight from the estimate

Totals, alternates, allowances and the schedule of values come from the approved estimate file and are never retyped, so the proposal and the estimate always match.

Draft the narrative sections

AI drafts the scope narrative, approach and assumptions from the site walk notes and your library of past winning proposals, written in your company's voice.

Review and approve

A principal or senior PM reviews scope, exclusions, price and schedule. Comments are tracked, and nothing is sent until the reviewer marks the proposal approved.

Send and track

The approved PDF goes out and is logged with a date in the CRM or Procore, which starts a follow-up reminder if the owner has not responded.

How we deliver this: AI automation for small business or fractional CTO leadership, scoped in writing and run over 90 days. See pricing or the sample scope.

What we would measure

Days from site walk to proposal sent

Speed matters most on negotiated work, where owners often move ahead with the first credible number.

PM hours per proposal

Shows whether senior time moved from assembly to review.

Corrections found in review

A falling count means the template and data feeds are doing their job.

Proposal-to-contract rate

The outcome that matters most, tracked over several months rather than weeks.

Where people stay in control

  • A principal or designated senior PM approves scope, price, exclusions and schedule before any proposal is sent to an owner.
  • Contract terms, warranty language and indemnity clauses come only from an approved library; AI does not write new legal terms.
  • Owner drawings and budget details shared during preconstruction stay in company-managed storage, with access limited to the project team.
Example

Illustrative: a dental office remodel

For example, a 40-person GC is invited by a repeat client to price a dental office remodel. The PM walks the space Tuesday and logs photos and notes in a mobile form, and the estimator finalizes numbers Wednesday. By Thursday morning a draft proposal is ready with scope narrative, alternates and clarifications filled in. The principal spends 30 minutes revising exclusions around after-hours work, approves it, and it goes out that afternoon. Illustrative only.

Tools typically involved

What the first 30 days look like

We would collect your last ten proposals, mark where each one was copied, edited or corrected, and time how long the most recent few took to produce. Then we agree on one proposal type to pilot, define the template sections, and set a target for days from site walk to send.

Common questions

Do we need new proposal software?

Not necessarily. Many contractors get most of the benefit from a disciplined Word or Google Docs template fed by their estimate file. Tools like PandaDoc add e-signature and open tracking, which can help. We would decide based on how many proposals you send and how often your terms change.

Can it handle design-build and GMP proposals?

The structure differs, but the approach holds: standard sections, numbers from the source estimate, and drafted narrative for review. GMP proposals carry more assumptions and allowances, so the review step gets more attention, and we would build a checklist specific to them.

Who owns the proposal library?

You do. Approved scope language, clarifications and past proposals stay in your systems. Part of the work is cleaning up that library so the best version of each section is easy to find and outdated language is retired for good.

The business case

Does it pay for itself?

Illustrative defaults for a general contractor. Replace them with your numbers.

What this workflow costs today

a month in staff time, before any lost sales

Monthly fee + assumed tools +
Break-even: new clients a month (at first-year value)
Or: staff hours recovered and redeployed
Break-even additional revenue
Value of +1 point of win rate
First 90 days, service fee

Illustration only, not a forecast or guarantee. Recovered staff time becomes a cash saving only if spending actually declines or the time goes into paid work. Tool costs are an assumption; we replace every number here with yours before recommending a scope.

Next step

Bring one expensive workflow. Leave with a clear next step.

In 30 minutes we look at one recurring workflow, what it costs you today and whether there is a credible case to improve it. If there is not, we will say so.

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