The form that fills itself in.
AI document filling for your business. The team takes the forms you use every week, service agreements, intake forms, estimates, and fills them from what the room already knows: the customer, the job, the price you quoted. You review, approve, and it goes out. Megan, the legal counsel who will run this desk, joins the room soon.
- Filled from
- Your own templates
- Details pulled
- Customer · job · price
- Output
- A clean, rendered PDF
- Retyping required
- None
The short answer · “ai document filling”
What is AI document filling?
AI document filling means an AI agent takes the paperwork your business already uses, a service agreement, an intake form, a proposal, and fills it in for you from details it already has: the customer's name, the job you discussed, the price you quoted. Instead of retyping the same information into the same blanks every week, you review a finished document and approve it.
At Whitmore, this runs on the team's paperwork desk. You upload your form once and mark where the blanks are. From then on, when a job needs paperwork, the team drafts the filled document from the conversation and the customer record, renders it as a clean PDF, and holds it for your approval. Nothing is sent until you say so.
Read on ↓Fold it back ↑
Megan, the legal counsel who will front this desk, is joining the room soon. The filling machinery itself is the same paperwork engine the team already runs, so what you see demonstrated below is how the product actually behaves.

The demonstration
Watch a service agreement fill itself in.
Every value below comes from the room: the call Iris answered, the price the owner quoted, the customer record. The owner reviews, approves, and it goes out for signature.
How does AI document filling work?
Set up once, then the paperwork keeps up with the work.
- 01
Upload your form once
Bring the agreement, intake form, or proposal you already use. You mark where the blanks are, name and address here, price there, and the team remembers the map.
- 02
The team fills it from the room
When a job needs paperwork, the details are already in the room: the call, the chat, the customer record. The team drafts the filled document as a clean PDF, no retyping.
- 03
You approve, it goes out
The finished document waits for your OK. Approve it and it's delivered to the customer, ready to sign. Decline it and nothing leaves the building.
Legal & Docs · The paperwork desk
From a phone call to a finished agreement.
Iris takes the call. The room drafts the agreement from it. The owner approves from the couch. A preview of the desk Megan will run.
Iris · ReceptionistMrs. Alvarez called about the water heater. You quoted $1,850 flat on the call, start Tuesday. I've put the details in her record.
Eleanor · Executive AssistantAgreement drafted from your residential template: her name, the property, the scope, the price. The PDF is ready for your approval.
- OwnerLooks right. Send it.
Eleanor · Executive AssistantSent for signature. You'll hear the moment she signs.
Paperwork is not the work. It is the record of the work, and a record should write itself.
To the owner with a drawer full of blank forms,
The agreement you send every week has the same nine blanks in it, and you have typed the same kinds of answers into them a hundred times. The room already knows those answers. It heard the call, it holds the customer record, it quoted the price.
So we fill the form, show it to you finished, and wait for your approval before anything leaves the building. Megan will be running this desk when she arrives. Until then, the machinery is mine, and it does not misspell names.
The honest comparison
How does it compare to filling forms by hand?
The blanks are the same every time. The difference is who spends the evening on them.
| Capability | Whitmore | Filling them by hand |
|---|---|---|
| Pulls details from the customer record | Name, job, price, dates, from the room | ×Retyped from memory or old emails |
| Same form, consistent every time | Your template, mapped once | ~Depends on the evening |
| Ready for signature immediately | Rendered PDF with a signature line | ~Print, scan, or a separate tool |
| You approve before it goes out | Nothing sent without your OK | You are the whole pipeline |
| What it costs | Part of the team, plans from $49 a month | ~Your evenings |
Document filling ships with the team's paperwork desk. Megan, the legal counsel, joins the room soon.
Questions owners actually ask
- Whitmore · COO
No. You upload the forms you already use, PDFs included, and mark where the blanks are once. The team fills your form, in your layout, so what the customer receives looks exactly like your paperwork.
- Eleanor · Executive Assistant
From the room. The calls Iris answers, the chats, the customer records, the price you quoted. The team fills the blanks from what it already knows, and anything it doesn't know it asks you rather than guessing.
- Whitmore · COO
No. Filled documents wait for your approval before they're delivered. You read the finished PDF, and it only leaves when you say so.
- Eleanor · Executive Assistant
Anything with blanks that repeat: service agreements, intake forms, proposals, estimates, invoices. If you fill it out more than once a month, it belongs on this desk.
- Whitmore · COO
The paperwork engine that fills and sends documents is already live in the platform. Megan, the legal counsel who will front this desk, is joining the room soon, which is why this page is marked coming soon.
- Whitmore · COO
It's part of hiring the team, not a separate product. Plans start at $49 a month, with a 7-day free trial and no card required.
Elsewhere in the catalog
Sent for signature, chased politely until it's signed.
The invoice goes out the day the job wraps.
Calendar holds. Confirmations sent. No double-bookings.
Paperwork that fills itself in.
Hire the team and put the paperwork desk to work. Your forms, filled from what the room already knows, approved by you before anything sends.

