AI Agents for General Contractors: Organizing Client Replies and Proposal Revisions Before Owner Review
You are on site at 7 a.m. checking framing, and your phone lights up with a client email: "Can we swap the tile in the hall bath? Also, the cabinet quote came…
The bottleneck in your business.
You are on site at 7 a.m. checking framing, and your phone lights up with a client email: "Can we swap the tile in the hall bath? Also, the cabinet quote came in higher than we discussed." By the time you are back at the office, there are three more messages in the thread, a revised scope question, and a follow-up asking whether the change affects the timeline.
The problem is not that you cannot handle it. It is that the reply, the revised line items, the updated cost codes, and the client-facing language all live in your head or in a half-typed email draft. Your estimator is mid-job. Your project manager is coordinating subs. Nobody has the bandwidth to pull the original proposal, adjust the markup, reformat the line items, and draft a response that sounds like you—before the client is wondering if you have gone quiet.
PLMBR's AI office manager, Felicity, is built for exactly this gap. She drafts proposals using your cost codes and markup, talks to clients in your voice, and queues every send for your approval before a word reaches them PLMBR for contractors.
How PLMBR AI agents help with this workflow.
Felicity operates inside PLMBR's contractor workspace, which brings together your sales pipeline, proposals, job finances, and client communications in one place PLMBR for contractors. Here is how the reply-and-revision loop works:
- Client reply arrives. Felicity is connected to your Gmail and drafts responses in your voice. She keeps every client posted on where their job stands PLMBR for contractors.
- Proposal revision is drafted. Using your firm's cost codes, markup structure, and line-item format learned from your past jobs, Felicity builds the revised proposal the same way you would. The numbers, the format, and the language match your existing work PLMBR for contractors.
- Client-facing response is queued. Felicity drafts the reply in your voice. The full email text sits in your approval queue. Nothing is sent until you tap approve, edit, or reject PLMBR for contractors.
- You review and release. You open the queue, read the proposed revision and the client-facing message, make any edits, and approve. The client gets a response that sounds like you, with accurate numbers.
- Job finances stay current. Every job, expense, and invoice flows into QuickBooks automatically, so your books stay current without a separate bookkeeping step PLMBR for contractors. During the demo, verify how a specific revision acceptance updates your job finance line items.
The key design principle: Felicity drafts and queues. You approve every send. No client-facing message or invoice moves without your explicit sign-off PLMBR for contractors.
The business inputs and existing tools to discuss during onboarding.
Before Felicity can draft a revision that matches your firm, she needs to learn your patterns. During onboarding, plan to walk through:
- Your cost code structure. How you categorize labor, materials, equipment, and subcontractor line items. Felicity uses these to build proposals in your exact format.
- Your markup and pricing rules. The margins you apply by trade or project type, so revised line items reflect your real numbers.
- Your Gmail and Google Calendar. Felicity connects to your existing email and calendar so client conversations and scheduling stay in the tools your crew already uses PLMBR for contractors.
- Your QuickBooks file. Every job, expense, and invoice syncs into the QuickBooks you already run, so your books stay current without a separate bookkeeping step PLMBR for contractors.
- Your past proposals. Felicity learns your line-item language, formatting, and structure from jobs you have already completed, so a revision looks like something you wrote.
You do not need to migrate your books or change your email. PLMBR replaces the software you stitch together; it does not replace your books PLMBR for contractors.
Workflow at a glance
| Task | Documented agent capability | Office decision or demo question |
|---|---|---|
| Client sends a scope or pricing question | Felicity is connected to your Gmail and drafts responses in your voice | Ask the demo: "Show me how a client email asking for a tile swap becomes a drafted reply in my queue." |
| Revised proposal is drafted | Felicity builds the revision using your cost codes, markup, and line-item format from past jobs | Ask the demo: "Walk me through a two-line-item revision and show the cost codes applied." |
| Client-facing reply is composed | Felicity drafts the response in your voice; the full text sits in the approval queue | Ask the demo: "Show me the approval screen—what do I see before I tap approve?" |
| You approve, edit, or reject | Nothing reaches the client until you explicitly approve; you can edit the text or numbers first | Ask the demo: "If I change the markup on one line, does the client-facing email update automatically?" |
| Accepted revision updates job finances | Every job, expense, and invoice flows into QuickBooks automatically | Ask the demo: "Show me the QuickBooks sync after a revised proposal is accepted by the client." |
Scroll to see all columns →
Owner review, exceptions, and human takeover.
The approval gate is the center of this workflow. Felicity drafts and queues; you decide what goes out. The source documentation describes this as approval-gated by default—every follow-up and invoice waits in your queue with the full email text, and you can approve, edit, or reject before a word reaches a client PLMBR for contractors.
In practice, this means:
- You approve every send. Nothing goes out under your name until you tap approve. Every follow-up and invoice waits in your queue with the full text PLMBR for contractors.
- You can edit before sending. If the tone is off or a number needs adjusting, you change it in the queue and then approve.
- You can reject a draft. If a client request falls outside your current scope or requires a sub-contractor quote you have not received, you reject the draft and handle it yourself. Ask the demo team how you would route a rejected item to another team member if your office uses that workflow.
- You stay in the loop by text or email. You can talk to Felicity in plain language, in the app or over email, to ask for a status update, request a specific revision, or check what is waiting in your queue PLMBR for contractors.
The point is not to remove you from the decision. It is to make sure the decision is in front of you, fully drafted, with the numbers already in your format, so you are reviewing a finished revision rather than building one from scratch at 6 p.m.
An illustrative job: what to test in a demo.
The following is a demonstration scenario, not a customer case study. Use it as a checklist when you sit down with the PLMBR team.
Customer inputs to prepare:
- A two-bathroom remodel proposal you have already sent, or a representative sample.
- A client email asking to swap the hall-bath tile from 12×24 porcelain to 18×18 ceramic, plus a question about whether the cabinet upgrade from the original quote is still available at the same price.
- Your firm's cost codes for tile labor, tile material, and cabinetry.
Questions to test in the demo:
- Can Felicity read the client email and draft a revised proposal with the correct cost codes for both the tile swap and the cabinet pricing question?
- Does the revised proposal use my markup structure, or do I need to adjust it manually?
- What does the client-facing reply look like before I approve it? Can I edit the language?
- After I approve and the client accepts, does the updated job finance sync to QuickBooks without a separate entry?
- If I reject the cabinet portion but approve the tile swap, how does that partial approval work in the queue?
These questions map directly to the capabilities described on PLMBR's contractor page. The public product walkthrough is available at plmbr.app/contractors#how and shows a demonstration of proposal follow-up, client replies, and drafts waiting for contractor approval.
How to evaluate this workflow.
Before you commit to a new tool, run through these questions with your team and during the demo.
Does this match how my office actually handles client revisions today?
If your current process is "owner reads the email, calls the estimator, rebuilds the line items, and types the reply," then the workflow above maps directly. If your office already has a formal change-order process with a separate approval chain, ask the demo team how Felicity's queue integrates with that existing step. Verify in the demo whether the approval queue can reflect your internal routing rules.
Can I trust the cost codes and markup on a revision?
Felicity learns your cost codes, markup, and line-item format from your past jobs PLMBR for contractors. During the demo, load a sample revision and check whether the numbers match what you would build by hand. If a line item comes back with a different code or margin, ask how the learning process adjusts.
What happens when a client reply is ambiguous or out of scope?
The documentation describes Felicity as drafting responses in your voice and keeping clients posted on job status. For ambiguous requests—like a client saying "can we make it a little bigger" without specifying dimensions—ask the demo team how Felicity handles the ambiguity. Does she draft a clarifying question for your approval, or does she flag it for manual handling? This is a question to verify in the demo rather than assume.
How does this fit with the tools I already run?
PLMBR connects to your existing Gmail, Google Calendar, and QuickBooks. Your leads still come from Gmail; your books stay in QuickBooks PLMBR for contractors. Confirm during the demo that no data migration or parallel bookkeeping is required for the reply-and-revision workflow specifically.
Next step and demo invitation.
If organizing client replies and proposal revisions before owner review is the workflow that is eating your afternoons, start by evaluating PLMBR when this is your priority. We built the contractor workspace to bring your pipeline, proposals, job finances, and Felicity into one view, and the approval queue keeps you in control of every send PLMBR for contractors.
You can explore the product at PLMBR for your business, watch the product walkthrough, or browse our blog for more GC workflow breakdowns.
When you are ready to see Felicity handle a revision on your own cost codes, book a 15-minute demo. Bring a real client email and a sample proposal. Fifteen minutes is enough to see the queue, the draft, and the approval screen with your numbers in it.