Custom Home Builder Proposal: Draft Allowances and Exclusions With AI

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Coding Liquids tutorial cover featuring Sagnik Bhattacharya for Custom Home Builder Proposal: Draft Allowances and Exclusions With AI.

To write a custom home builder proposal with AI, give ChatGPT or Claude your estimate totals, a plan summary and a few past proposals, then draft each part separately: an allowance table saying what every figure covers, exclusions in full sentences, and payment stages tied to finished work. You check every number against your estimate before the client sees it.

The assistant supplies wording and layout. You supply the dollar figures, the quantities and the contract terms. That split matters more here than on a small-job quote, because a custom-home proposal usually ends up inside the contract, and the costly arguments come from three weak spots: an allowance that never says what it covers, an exclusions line such as "other items as discussed", and a payment schedule that runs ahead of the work.

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Which parts of the proposal AI drafts and which stay yours

A custom-home proposal has five parts, and the assistant's job differs in each. The third column of this table is what the AI does; the second is what only you can supply, because a chatbot has no way to know it.

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PartContent comes fromWhat the AI doesWhat you check
Scope summaryPlans and specification sheetTurns the spec into readable paragraphsPlan sheet numbers and the specification revision date
Allowance tableSupplier and showroom prices, past jobsLays out the table and writes the cover notesEach figure traces to a price; the total matches the estimate
ExclusionsYour exclusions library plus site notesConverts the library into sentencesNo catch-all lines; each item says how it would be priced
Payment stagesYour cash flow and cost curveDrafts stage wording and cumulative columnsStages sum to the contract price and never run ahead of the work
Client summaryThe finished proposalWrites one plain-English pageNo new promises compared with the proposal

The AI never touches a dollar figure it was not given. Ask it to estimate an allowance and it will produce a confident number that reflects an average of everything it has read, which is not your tile supplier's price list. When a figure is missing, the instructions below tell it to write a placeholder and carry on.

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Load one Project with your own proposals, minus the client details

Both assistants can hold files and standing instructions in a Project, so the context carries from one proposal to the next. OpenAI's help centre gives ChatGPT Projects file limits of 5 on the Free plan, 25 on Go and Plus, and 40 on Pro and Business; check the current figure, because limits change. Claude Projects are open to every plan, Free included (up to five projects). Paid plans earn their keep here through higher usage: ChatGPT Plus and Claude Pro are each $20 a month, and Claude Pro drops to $17 a month on annual billing.

Put these into the Project:

  • Three to five past proposals of a similar size, saved as PDFs with client names, addresses and phone numbers replaced by [CLIENT] and [SITE ADDRESS].
  • Your exclusions library, the one document that grows after every dispute.
  • Your payment-stage template with the percentages you actually use.
  • This job's estimate summary: trade totals, allowance items and the contract price in one table.
  • The selections list, meaning everything the client has not yet chosen.
  • One proposal that caused a disagreement, with a two-line note on what went wrong.

Strip the personal details before you upload. Personal ChatGPT and Claude plans have a model-training switch in privacy settings (the label changes, so look at yours), while business plans such as ChatGPT Business and Claude Team do not train on business content by default. Both business plans need two seats, roughly $40 to $50 a month, so a one-person firm usually stays on a personal plan with the training switch off.

Then paste standing instructions into the Project. These six rules carry most of the weight:

You draft sections of custom home proposals for a small building firm.

Rules
1. Use only figures from the estimate summary in this Project. Never round,
   recalculate or invent a figure. If one is missing, write [NEED: what is missing]
   and carry on.
2. Allowances go in a table: item, allowance in USD, basis (unit and quantity where
   priced per unit), what it covers, what it does not cover. Allowances cover supply
   and delivery only; installation sits in the base price unless I say otherwise.
3. Exclusions are full sentences. Never write "other items as discussed", "etc."
   or "as required". Each exclusion states what triggers it and how it would be
   priced (unit rate, provisional sum or change order).
4. Payment stages: stage name, finished-work trigger, percentage, amount,
   cumulative percentage.
5. British English. Words a first-time home owner understands.
6. You are not a lawyer. Mark any clause on deposits, termination, delay or
   defects with [SOLICITOR] and do not rewrite it.
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Allowances: a selections list turned into a table that holds

The main example is a two-storey, four-bedroom home of about 3,200 sq ft (roughly 300 square metres) with a fixed contract price of $1,184,000. The estimate has seven items the client has not chosen yet. All the figures here are illustrative; swap in your own.

The prompt: "Draft the allowance table from the selections list and the estimate summary. Do not total or round anything; I will total it." Here is the kind of table that comes back, after one correction round:

ItemAllowanceBasisCoversDoes not cover
Kitchen cabinetry and worktops$46,000Lump sumCabinets, worktops and splashback delivered to siteAppliances, sink and taps (own allowances)
Appliance package$18,500Lump sumCooker, hood, fridge-freezer and dishwasher deliveredLaundry appliances
Plumbing fixtures$14,800Lump sumBaths, basins, toilets, shower sets and taps for three bathroomsFreestanding baths with floor-mounted fillers
Decorative lighting$9,600Lump sumPendants, wall lights and exterior fittingsRecessed downlights (base price); smart controls
Floor and wall tile$17,400870 sq ft at $20 per sq ftTile and grout deliveredNatural stone, mosaics, heated-floor matting
Door hardware$4,200Lump sumHandles, latches and hinges for interior doorsFront door set; smart locks
Soft landscaping$22,000Lump sumTopsoil, lawn, planting beds and plants, front and rearPaving, fencing, irrigation, trees over 3 m

Total it yourself: $46,000 + $18,500 + $14,800 + $9,600 + $17,400 + $4,200 + $22,000 = $132,500. Against a $1,184,000 contract that is 11.2% of the price resting on placeholders, with $1,051,500 fixed. If every allowance ran 15% over, the client would face $19,875 more. Showing the client that range lets you have the selections conversation before the foundations go in rather than after the tile arrives.

First drafts of this table tend to have three faults, and each one is typical:

  • No basis on the tile row. It says "Tile: $17,400". The unit basis is what lets you price a change. If the client picks a $26 tile, 870 sq ft costs $22,620, which is $5,220 over.
  • An invented promise. It writes "appliances installed and commissioned" in the covers column. Your rules say supply only, so that line has to go.
  • A vague scope. "Landscaping to the client's satisfaction" should become a named list of what the $22,000 buys, because "satisfaction" is an argument waiting to happen.

Below the table, add the overage rule in your own words and have the assistant polish it: amounts above an allowance are invoiced through a signed change order, and amounts below are credited at the final stage. Builders differ on whether overages carry a markup, so decide your policy first and state it, rather than letting a draft invent one. Turning site messages into change orders covers the paperwork for the overage case, and a selection sheet that tracks allowances and deadlines keeps the table honest once decisions start arriving.

Check each figure against a real price. Take the selections list to your tile supplier and your kitchen showroom, ask what the specification level costs today, and adjust before the table goes in the proposal. An allowance set low wins the job and loses the margin; an allowance set high loses the job.

Exclusions: replacing "other items as discussed" with real sentences

Old proposals tend to carry exclusions written in a hurry: short, general and impossible to enforce. Give the assistant your library and your site notes, and have it rewrite each line so it states the trigger and the pricing route. The thresholds in these examples (1.5 m, 30 m, 30 days) are placeholders for your own.

Original lineRewritten
Site works not shown on plans excluded.Excavation, filling and drainage more than 1.5 m outside the foundation line are excluded, apart from the driveway apron on the civil sheet.
Rock excluded.Excavation is priced on soil. Rock, boulders or unsuitable fill found below the stripped surface are charged at the unit rate in the rates schedule, after we photograph them and you approve the charge in writing.
Utility connections by owner.Connection fees payable to water, sewer and power suppliers are yours to pay directly. We include trenching up to 30 m from the building to the connection point on the plans; longer runs are a change order.
Other items as discussed.Deleted. Replaced with: window coverings, loose furniture, audio-visual equipment beyond the rough-in on the electrical plan, pools and outbuildings, and any item not named in the specification dated [date].
Price valid for a reasonable time.Price valid for 30 days. Selections not made by the dates in the selection schedule may change the price and the completion date.

Notice what changed. Every rewritten line gives the reader a number, a document or a method, so a dispute has something to point at. The assistant can produce these quickly, but every threshold in them is your commercial decision, and a placeholder left unfilled is the commonest way an unfinished sentence reaches a client.

Custom homes add their own candidates for the library: ground conditions and groundwater, tree removal, survey and soil-test costs if you do not arrange them, retaining walls, driveway length beyond the apron, permit and plan-check fees (your policy decides which side they fall on), and the architect's and engineer's fees where you are building to someone else's design. Move anything that gets argued about twice into the library. If your proposal also carries a warranty section, drafting workmanship warranty exclusions and then having a solicitor check them sets the order of work.

Payment stages that follow the work, with a column that checks them

Ask for payment stages with the finished-work trigger spelled out and a cumulative percentage column. Then paste in your own cost-to-date percentages, taken from the estimate's cost-loaded schedule, and tell the assistant to flag any stage where cumulative payments are more than 10 points ahead of cost, a threshold you set yourself. Here is the schedule after that check, for the same $1,184,000 home.

StageFinished-work trigger%AmountCumulative %Your cost to dateGap
DepositContract signed5$59,2005--
FoundationsSlab or footings poured and inspected15$177,6002012%8
FrameWalls, floors and roof structure complete15$177,6003526%9
WeathertightRoof covering, windows and external doors fitted15$177,6005041%9
First fixServices roughed in and inspected12$142,0806254%8
LiningsInsulation and wall linings complete10$118,4007265%7
Second fixKitchen, bathrooms and finishes installed18$213,1209092%-2
CompletionHandover with snag list agreed; allowance credits and overages netted10$118,400100100%0

The first draft had first fix at 15% and second fix at 15%, which put the cumulative payment 11 points ahead of cost at first fix, so the flag fired. Moving three points from first fix to second fix brought the gap down to 8 and let the kitchen and bathrooms stage carry a weight that matches its cost. The stages still sum to the contract price: $59,200 + $177,600 + $177,600 + $177,600 + $142,080 + $118,400 + $213,120 + $118,400 = $1,184,000.

A schedule that runs well ahead of the work strains trust, and in some places the law restricts deposits or limits how far payments can lead the work. Ask your solicitor which rules apply where you build before you fix the percentages, and mark the deposit and stage clauses [SOLICITOR] in the draft, as the standing instructions do. The invoice side, once a stage is reached, is covered in stage payment requests written with AI.

When the client asks for $60,000 off: re-cutting the proposal

This is where a Project with the estimate inside it pays off. Ask for options, not a new price: "List ways to reduce the contract price by about $60,000, each with the dollar effect, what the client gives up and whether the schedule changes. Use only the figures in the estimate summary." The assistant returns a menu; you decide what to offer.

OptionSavingWhat the client gives up
Kitchen allowance from $46,000 to $38,000$8,000A step down in cabinetry or worktop grade
Tile from $20 to $16 per sq ft (870 sq ft)$3,480Tile range narrows
Soft landscaping from $22,000 to $12,000$10,000Rear garden left to the client's own landscaper
Delete the covered rear terrace$18,500Outdoor living space; can be added later
Metal porch roof changed to shingle$6,200Front elevation detail
Omit built-in wardrobes in two bedrooms$14,300Freestanding furniture instead

Adding the six: $8,000 + $3,480 + $10,000 + $18,500 + $6,200 + $14,300 = $60,480, which takes the contract to $1,123,520. Three of those cuts are allowance changes (together $21,480), so the allowance share falls to $111,020, about 9.9% of the new price. Then ask the assistant to rebuild the payment table from the new total and check the stages still sum to it; the deposit alone becomes $56,176. Label the new version with a revision date, because two proposals floating around the same client with different totals is a dispute you do not need.

The one-page summary a client reads before signing

A first-time home owner will not read twenty pages of allowances and exclusions closely. A one-page summary does the reading for them, and it protects you because the client acknowledges the key limits in plain words. Ask for it last, from the finished proposal, with this instruction: "Summarise in under 200 words. Use only what the proposal says. Add no promises, no dates and no figures that are not in it." A good result reads like this:

You are buying a four-bedroom home of about 3,200 sq ft, built to the plans and specification dated [date], for a fixed price of $1,184,000. Seven allowances totalling $132,500 stand in for things you have not chosen yet, such as the kitchen, appliances and tile. If you choose below an allowance you receive a credit; if you choose above it you pay the difference through a signed change order. Not included: utility connection fees, rock or poor ground, window coverings, furniture and anything not named in the specification. You pay in eight stages tied to finished work, starting with a 5% deposit of $59,200, and the last 10% falls due when the house is complete and the snag list is agreed.

Read it against the proposal line by line. The summary must not be friendlier than the document it summarises. If it says "fixed price" and the proposal says "fixed price except allowances and provisional sums", fix the summary.

A slip that could go out, and the second pass that catches it

A realistic case, with illustrative figures: the assistant merges two drafts and changes the appliance allowance from $18,500 to $18,000, then writes "all permit fees are included" because an older proposal in the Project said so. The exclusions library says permit fees are the client's. Neither error looks wrong on a skim. A second pass that lists every figure and every promise with its source brings both to the surface:

List every dollar figure in the draft with the line of the estimate summary it
comes from. Then list every sentence that promises something (included, guaranteed,
within X days, free of charge) and the document that supports it. Mark anything
with no source as UNSUPPORTED. Do not fix anything; only list.
Draft saysSource foundVerdict
Appliance package: $18,000Estimate line shows $18,500Mismatch
All permit fees are includedExclusions library: permit fees excludedContradicts library
Kitchen allowance $46,000Estimate line shows $46,000Matches
Completion within 14 monthsNo source in the ProjectUNSUPPORTED

The last row is the most useful finding. A completion promise can arrive from a past proposal for a smaller house, and nothing in the current job supports it. Anything the second pass cannot source either gets a source from you or comes out. Use four checks before a proposal leaves your office: totals recomputed by you, every figure matched to the estimate, every promise matched to the library or specification, and every [SOLICITOR] and [NEED] marker resolved. A saved prompt for the second pass is worth more than any further tweak to the drafting prompt. For the same check on a smaller job, a worked example of ChatGPT writing a builder's quote walks through it.

What the drafting costs in time and money, and what to measure

The software cost is small: a $20 plan, or two business seats at $40 to $50 a month if you want the no-training default across the office. The real cost is your checking time. Expect the first afternoon to go on setting up the Project and cleaning past proposals. After that, a reasonable target is an hour or two of your time on a new proposal rather than an evening, but treat that as a figure to test: time your next three proposals the old way and the new way, and count the corrections the second pass catches. If the corrections keep landing on the same sentence, fix the instruction that causes it.

Have a solicitor read the final template once, especially the deposit, change-order, delay and termination clauses, and keep the reviewed version as the base for every future draft. The AI saves drafting time; it does not carry the responsibility for what the proposal promises.

Questions builders ask before trying this

Can I paste a client's plans into ChatGPT or Claude?

Plans carry the client's name and address, and your contract may include a confidentiality clause. Upload a plan summary or the specification sheet instead, with names replaced by placeholders. If you do need the drawings in a chat, use a business plan, which does not train on your content by default, or switch off the model-training setting on a personal plan and keep the files out of shared projects.

How many past proposals should the Project hold?

Three to five of a similar size and type is enough. More than that and the draft starts blending wording from jobs that had different contract types. Include one proposal that led to a disagreement, with a two-line note saying what went wrong, so the assistant is steered away from that wording instead of copying it.

Can the AI choose the allowance amounts?

No. An allowance has to come from a supplier or showroom price at the quality level in your specification, or from what similar selections cost on your last jobs. The assistant is useful for listing the selections that still have no allowance and for writing the questions to put to your suppliers, but the dollar figure is yours.

Does the proposal replace the contract?

Usually not. The proposal sets the scope and price, and the contract adds the legal terms and often refers back to the proposal. If the two disagree, a dispute follows. Ask your solicitor how the two documents relate and which one wins, then have the assistant compare them and list every conflict as a final check.

Further reads

Sources: ChatGPT and Claude plan and Projects help pages; contractor and builder guides to allowance clauses (what an allowance covers, overages and credits).

Want proposals drafted from your own numbers?

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