Jack’s View

The problem

Homes don't come with service records. Buy a used car and you can pull its history. Buy a house and you're guessing — how old the furnace is, whether the roof was ever inspected, who fixed the plumbing three owners ago.

The paperwork exists. It's in a drawer, an email thread, a photo roll, and a folder of closing documents nobody has opened since the day they signed. The obvious fix is a place to file it all, and that fix has been tried repeatedly. It fails on discipline. Filing is work with no payoff today, so nobody sustains it.

That's the real problem, and it isn't a technical one. The moments when a home record is worth actual money — an insurance quote, a claim, a refinance, a listing — are rare and years away. Nobody does years of unrewarded filing to be ready for a day that might not come.

None of this is generic document storage

A home has a vocabulary, and getting it wrong is how these products fail. Every term below is one the system had to understand before it could file anything correctly:

Our approach

Jack's View is a home record with an AI named Jack sitting on top of it — a journal of what has happened to the house, an equipment inventory down to make and serial number, the documents themselves, and the plumber, electrician and roofer who did the work.

The product is named for Giacomo “Jack” Millefolie, our founder's father — a Sicilian immigrant and craftsman who did his own woodworking, plumbing, electrical and masonry. He was the person in the family who knew what had been done to a house and when. That's the job the software has.

Two decisions shaped everything else.

Make the input nearly free

Instead of a form, a dropzone. Photograph a receipt, drop in an inspection PDF, forward an email to the house's own address. Jack reads it, works out what it is, and proposes where each piece belongs — a journal entry for what happened, the document filed, the contractor added to your Home Team, the water heater's make and model lifted off the receipt.

The inspection report is the clearest example. Thirty to a hundred pages of findings, read once and filed forever. Drop it in and Jack comes back with the equipment it identified — make, model, age — the contractors it names, and the repairs the inspector told you to make, as tasks you can track and tick off. One drop turns a document into a work list.

Nothing is written until you confirm it. The old form is still there as an escape hatch, but it's no longer the way in.

Manufacture a reason to bother today

A complete record is worth a great deal on four or five days of a home's life and nothing in between. So the product builds the things people want on those days, and lets them pull the record along behind:

• Selling. A sale-readiness report scored against sixteen items — sourced from NAR, insurers and state seller-disclosure requirements — that tells you what a buyer's agent will ask for and which of it you don't have yet. Every gap is fixable from the page it's listed on.
• Insuring. A report built for the quoting conversation: the ages, makes and service history an agent needs to price a policy, assembled into one document instead of recalled over the phone.
• Claiming. The same record, from the other direction. What was there, when it was serviced, who did the work, and the receipt.
• Owning. Jack's Score, a 0–100 rating of how well the house is documented and maintained — built from evidence rather than self-report — plus the moments and improvements that accumulate into the house's actual history.

All of it on the web and in native iOS and Android apps, because the receipt gets photographed standing in a basement, not sitting at a desk.

AI where it earns its place

Documents arrive as scans, photos and PDFs, so text is read directly where a text layer exists and by a vision model where it doesn't. Reading is slow — roughly a minute for a handful of files — so the wait was designed away rather than decorated: files process in the background, the whole proposal is built before you're asked to look at it, and if you've wandered off, an email brings you back to a finished panel.

The rule underneath all of it is that the AI routes, it doesn't decide. Anywhere a value can be derived deterministically, it is. The trade for a job isn't extracted from free text — it's re-sourced from the provider you picked, because their role implies it. The model is the last step in a ladder, not the first. And when the same document came back classified two different ways on two passes in production, the rule that came out of it was that nothing gets gated on a single model's label.

Four things you only know if you've lived it

• A quote is not a completed job. Most systems would credit both documents on the same repair. A quote proves a conversation; an invoice proves the work. So a quote earns nothing until an invoice confirms it — and then its evidence is permanently withheld, so the same job can't score twice.
• A general contractor doesn't map to a trade, so the system refuses to pretend. GC, handyman and window installer are deliberately left unmapped rather than guessed at, with a manual override for the cases that need one.
• Published lifespan data disagrees. InterNACHI and NAHB don't match each other, and three parts of the product had each picked different numbers. They were consolidated into one table without changing a single value, verified against a known-good score, and only then reconciled — so that fixing the data couldn't silently move everyone's rating.
• A lapsed subscription doesn't lock your own documents away. An expired account drops to read and export. Holding a homeowner's paperwork hostage to get them to renew was never going to be the business we're in.

The outcome

Jack's View is live on the web and in both app stores. The record fills itself from paperwork you already have, and the days that used to mean a scramble now have a document behind them: what a buyer's agent will ask for, what an insurance agent needs to quote, what an adjuster wants to see, and what the next owner of the house should be told.

It's also the clearest statement we can make about how we work. There was no client here to push back on a shortcut, no budget conversation to force the question. Every one of the decisions above — refusing to guess a trade, letting a score stay partial rather than pretend to certainty, reconciling two published sources by hand before trusting either — cost time that nobody was going to make us spend.

That's the standard. It doesn't change when someone else is paying for it.