10 Real estate investing · United States Shipped

Property offers in five minutes instead of 25 to 35, by design

Built against the investor's own workbook, so the numbers match the model the firm already trusts.

Before
25 to 35 minutes per offer across comps, spreadsheet, paperwork, email
After
One five-minute conversation per offer, with the maths matching the investor's own workbook
25-35 → 5 minutes per offer, by design (our estimate)
The work, before and after
Before and afterBefore: Pull comps, then Spreadsheet maths, then Paperwork by hand, then Agent email, then Update trackers. After: Describe the property, then Numbers and risks, then Paperwork filled, then Email drafted, then Deal logged. Result: 25-35 → 5, minutes per offer, by design.BEFORE5 OF 5 PAIN POINTSAFTER4 OF 5 AUTOMATEDPull compsSpreadsheet mathsPaperwork by handAgent emailUpdate trackersDescribe thepropertyNumbers and risksPaperwork filledEmail draftedDeal logged25-35 → 5minutes per offer, by designBefore and afterBefore: Pull comps, then Spreadsheet maths, then Paperwork by hand, then Agent email, then Update trackers. After: Describe the property, then Numbers and risks, then Paperwork filled, then Email drafted, then Deal logged. Result: 25-35 → 5, minutes per offer, by design.BEFORE5 OF 5 PAIN POINTSAFTER4 OF 5 AUTOMATEDPull compsSpreadsheet mathsPaperwork by handAgent emailUpdate trackersDescribe the propertyNumbers and risksPaperwork filledEmail draftedDeal logged25-35 → 5minutes per offer, by design
Exact
match to the investor's own offer workbook
7
of the investor's process videos turned into the build
How the system runs
Input
  • Property details, in plain English
ArrAI
Offer assistant
Output
  • The numbers and the risk flags
  • Filled paperwork
  • Agent email draft

01 What changed

  • Offer writing becomes a conversation instead of a sequence of documents
  • Numbers and risk flags are consistent on every deal
  • The investor's own workbook is the source of truth, not a rebuilt one
The full story The problem, how we approached it, and what we built

A house-flipping firm was spending 25 to 35 minutes building every property offer by hand. We turned the whole process into a five-minute conversation.

02 The problem

Every potential deal meant the same manual sequence: pull comps, work out the after-repair value, calculate the maximum allowable offer in a spreadsheet, fill a purchase agreement by hand, draft the agent email, update the trackers.

25 to 35 minutes per property, across ten or more properties a week. The paperwork was outrunning the dealmaking.

03 The approach

We rebuilt the process as a set of plain-English commands.

The investor describes a property; the system runs the numbers, flags the risk, generates the paperwork, and drafts the agent email in their own voice. Judgment stays with the human. The mechanical work disappears.

04 What we built

  • Maximum-allowable-offer calculator, matched exactly to the firm's own model
  • Deal logger that formats entries straight into the tracker
  • Purchase-agreement document generator, single and two-party
  • Agent-email drafter that writes in the investor's style

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