The product

Aule,in practice.

Aule is the household intelligence layer — the cognitive operating layer of a home, distinct from household management (execution) and household automation (devices). Full auto by default. Aule closes loops end-to-end and learns the household. The layer grows as we ship more.

TL;DR

Full auto by default — Aule closes loops end-to-end. Examples today: meals through grocery delivery, service appointments through quotes/booking/payment, dinner reservations, summer camp registration. Two beats of confirmation: before grocery orders and any spend over $200. Everything else closes without you. The layer learns your household and runs more of it over time.

What follows is the long version: how the approval gates work and loosen, examples of the loops Aule closes today, the two software moats underneath the agent (compounding memory + nightly synthesis), a week inside Aule rendered in the same cards your household actually uses, and where the layer goes next as voice, ambient, and in-home hardware become its natural homes.

How auto works

Full auto by default. Two beats of confirmation.

Aule closes loops end-to-end without the household in the loop. Two gates are kept on by default — they are the ones that matter most, and they are the only two that ever should — and the layer gradually loosens them as it earns your trust.

Gate 01 · Groceries

Any grocery order, any size, asks first.

Groceries land in the household more often than any other spend; we treat them with proportional care. Aule drafts the cart against the meal plan and your preferred store, and surfaces it for your nod before placing the order. After roughly 30 days and at least four successful grocery confirmations, the household can graduate this to approve the weekly meal plan, run orders against it — the cart still drafts every week, you just stop signing each one.

Gate 02 · Spend over $200

Any single spend at or above $200 asks first.

Anything below $200 closes without you — vendor visits, reservations, registration deposits, subscription renewals within the rules. Anything at or above $200 surfaces with the quote, the context, and the recommendation. The household can raise the threshold, lower it, or remove it entirely once the layer has earned the latitude.

The gradual-trust principle

Trust loosens as Aule earns it. The household can also lock anything tighter or accelerate the loosening at any time — the gates are a starting position, not a ceiling. The point is full auto with two beats of confirmation today, and full auto with fewer beats as the layer earns them.

The loops, today

Examples of what closes end-to-end.

A household intelligence layer is open-ended by design — anything that fits the shape of "a household decision someone usually has to make and then chase down" can move under it. The list below is examples of loops the layer closes today, not a closed set. New loops ship as patterns stabilize across the founding cohort.

Meals through grocery delivery.

Aule writes the weekly meal plan around what your household actually eats, lists the groceries against your preferred store, and places the order through Instacart, Kroger, or Walmart. Two beats of confirmation on the order itself; after a month of clean runs, the household can graduate to "approve the meal plan, run orders against it." The week of food arrives and you did not lift a hand for it.

Service appointments through quote, booking, and payment.

Kitchen-sink leak, HVAC service, lawn care, the dishwasher repair you have been meaning to schedule. Aule sources vendors, requests three quotes, returns the recommended option in context, books the appointment after your nod, and confirms the receipt against the quote when the visit is done. The loop closes; the warranty lands in the household memory.

Dinner reservations.

Friday night out, anniversary at the new place, the friend group that wants Thursday at 7. Aule reads the calendar, the party size, the dietary notes, the neighborhood, the budget — and books the table. Cancellations, modifications, "actually we are running thirty minutes late" — all closed without a group text.

Summer camp registration.

The registration windows you used to miss. Aule tracks the open dates per camp, drafts the registration with the household profile pre-filled, surfaces it for your nod when the form opens, and submits the instant you approve. The deposits sit at the spend-gate the household has set. The summer lands placed.

Travel, from search through itinerary.

Spring break in Aspen, the family wedding in Charleston, the long weekend in Asheville. Aule searches flights against the family preferences, holds three options, books after your nod, locks in the hotel against your loyalty programs, queues the ground transit, drafts the packing lists per kid against the forecast, and confirms the dog sitter before you leave.

A household has a memory.Yours just isn’t written down.

Aule holds three layers — facts, patterns, decisions — so the household does not have to live in one person’s head. You and Aule keep it current as life changes — a new vendor, a new allergy, a kid who outgrows a camp.

Layer one

Who is in the house.

Members. Ages. Schools. Vehicles. Pets.
Vendors you trust. Banks. Doctors. Sitters.
Allergies. Diets. The thing your kid will not eat.

Facts that do not change daily. Edited by you. Read by Aule.

Layer two

How you actually live.

Liam has soccer most Saturdays. You skip cardio Mondays.
You don’t drink red wine. The HVAC guy is Frank, not Joe.
Birthdays you mark. Birthdays you don’t.

Learned over weeks. Refined by your approvals.

Layer three

Every action, on the record.

What was done. What was proposed. What you said yes to.
Why this plumber and not that one. Why this charge was tagged.
Every action is reversible. Every choice has a reason on file.

A receipts ledger, not a black box. Audit a Tuesday in November and see why dinner was salmon.

Aule

Spring 2026

A householdgets smarter overnight.

While you sleep, the agent reviews the day — chats, meetings, receipts, texts — and looks for what should change. Three things from last night, traced from a passing comment to a working update.

Input → Nightly Review → New behavior

01
A passing comment becomes a dietary profile.
InputTue · 4:32 pm
“Hey, FYI — Liam’s stomach has been weird every time he eats gluten lately. Probably nothing but watching it.”
— Chat
Nightly Review
12:47 amPattern extraction
- Dietary signal · Liam · gluten · negative
- Confidence 0.78 — provisional, not committed
- Cross-checked against meal-plan memory
synthesis · committed
What changedWed brief
New in memory · Wednesday morning
- +Liam → gluten-sensitive (provisional)
- +This week’s meal plan flagged · two swaps proposed
- +Question drafted for next pediatric check-in
memory.dietarymeal_plan.flagcommitment.draft
02
A family meeting becomes a different summer.
InputSun · 7:00 pm
““Less screens. Less stuff. One bigger trip a year, not three small ones. And Saturdays should feel lazy.””
— Family meeting
Nightly Review
1:18 amPreferences extracted
- 3 household preferences scored · all confirmed
- Re-ranked summer-camp search · outdoor + screen-free first
- Re-ran trip search for one larger trip · paused 2 small ones
synthesis · committed
What changedWed brief
Plans, redrawn
- +Summer camps re-sorted · 4 swaps queued for your nod
- +Saturday calendar marked “held” · auto-decline non-family invites
- +“One big trip” budget reserved · $4,800 set aside
memory.preferencessearch.refitbudget.reserve
03
A text to your partner becomes a vendor of record.
InputMon · 9:14 pm
““Frank from Roto Brothers was great today. Honest, on time, fair price. We should keep him.””
— Shared inbox
Nightly Review
2:05 amVendor signal
- Vendor sentiment · positive · Frank · plumbing
- Tagged · preferred · auto-quote-first
- Last three plumbers compared — Frank now lead pick
synthesis · committed
What changedWed brief
Trusted, going forward
- +Future plumbing quotes list Frank first
- +Two alternates kept on bench, tagged “for backup”
- +Last three vendor receipts re-tagged · master-bath job
memory.vendorssearch.defaultledger.retag

7:00 am · the morning brief

Three things changed overnight.Three things wait for your nod over coffee.

Nothing was sent on your behalf. Nothing was paid. Anything that moves the household — money, calendar, vendors — surfaces as a card you can approve, edit, or wave off.

A week, held

What it actually looks like, opened on a Tuesday.

The same cards Aule renders inside your chat thread. Real shapes, real data — not a screenshot of a different product behind a marketing veneer.

Scene 01

Tuesday morning brief.

The first thing you see when you open Aule on a weekday — meals held, the day routed, one decision waiting on you.

This week’s dinners

Week of Mon, May 19

$172

est. groceries

Tuesday: tinga in the slow cooker. Started 7:30a.

Mon1 meal
- Dinner
  Sheet-pan salmon, lemon orzo
  kid plates: no orzo, extra cucumber
  ×4
Tue1 meal
- Dinner
  Slow-cooker tinga tacos
  started 7:30am
  ×4
Wed1 meal
- Dinner
  Pesto pasta + roasted broccoli
  ×4
Thu1 meal
- Dinner
  Leftover tinga bowls
  uses Tuesday surplus
  ×4
Fri1 meal
- Dinner
  Margherita pizza night
  kids assemble
  ×4

Tuesday

May 20

7:45a
School drop — Ellis & June
Briar LaneBrennan
20m
9:30a
Plumber window opens
Kitchen sinkVendor: Reyes & Sons
Aule on standby for arrival
12:00p
Haley · pediatrician call back
Re: Ellis ear follow-up
3:15p
June pickup → soccer
Briar Lane → Field 4
45m
6:30p
Family dinner — Tuesday tinga
Slow-cooker since 7:30a

A quick question

Reyes & Sons can squeeze the sink in at 9:30a. Want me to book it, or hold for two more quotes?

Book itGet two more quotes first

Type or dictate your answer…

Scene 02

Vendor flow.

What “Aule called the plumber” actually looks like. Three quotes, context on each, one recommended, no group-text triage.

Kitchen-sink leak — three plumbers

Reyes & Sons is the recommend — used twice before, quotes in our usual range, earliest window.

Reyes & Sons Plumbing
4th-gen local, used twice before (2024 disposal, 2025 water heater).
$285–$340 · earliest Tue 9:30a
Recommended
Crestline Mechanical
Higher diagnostic fee, full-service shop. New to the household.
$420–$580 · earliest Wed 1:00p
Mike's Drain & Sink
Lowest quote, no warranty, owner-operated.
$220 flat · earliest Thu 8:00a

Reyes & Sons is mid-quote and under the $200 single-spend gate — Aule will book, route the calendar hold, and close the loop after the visit without further confirmation.

Loop status

QuotedThree quotes in
BookedAule, no gate triggered
Visited—
Closed-loop—

Scene 03

Money flow.

The household’s month at a glance. Aule watches the recurring charges so you do not have to remember which Tuesday the streaming service quietly bumped its price.

May, so far

May 1 – May 20

Income$18,400

Spent$9,420

Remaining$8,980

Groceries$612 / $850
72%
Dining out$188 / $250
75%
Kids · activities$240 / $300
80%
Subscriptions$184 / $120
153%

On pace to land $312 under budget for the month.
Two subscriptions flagged for review — duplicate streaming, an annual that auto-renewed.

This week, on Aule

FlaggedTwo subscriptions surfaced for review — duplicate streaming, one auto-renewal you forgot about.
VerifiedThe $480 plumber charge from March matched the quote and got cleared — tripped the $200 gate, you approved it that morning.
On paceGroceries trending $312 under budget. Aule will roll the surplus into June’s travel category if you do not redirect.

The line

What you keep, what we hold.

A household intelligence layer is not a hand-off of your taste, your relationships, or your judgment. Those are yours forever. What moves is the operational weight underneath them.

Yours forever

What only you can hold.

Your tastes — what your family actually likes, the food you cook, the way you celebrate.
Your relationships — who in your family belongs in which conversations, which neighbor calls for what.
Your judgment calls — the decisions that should never be made without you in the room.
Your time with the people in the house — the part Aule exists to give back.

Ours to carry

What we move off your plate.

The anticipating — every reminder, every renewal, every deadline you currently hold in your head.
The routing — picking the vendor, drafting the email, making the call, scheduling the appointment.
The follow-through — the part where most household to-dos linger because no one circled back.
The remembering — Ellis is allergic to pistachios, June is afraid of the dentist, your mother prefers calls on Sunday afternoons.

For clarity

What Aule is not.

The category is new enough that it is easy to mistake for something adjacent. Four common misreads, said plainly.

— Not a chore app

Chore apps redistribute the doing. Aule removes the deciding. Cleaning the kitchen is the easy part; deciding whether to call about the leak under the sink is the part that lives in someone’s head at 2 a.m.

— Not a chatbot

A chatbot adds to the load. Every question you have to ask is another tab open in your mind. Aule is the opposite shape — it acts without being asked, and tells you what it did.

— Not a household manager

A household manager is a person you hire to execute work. Skilled, expensive, on payroll. Aule is the layer above that — the layer that decides what the household manager (or vendor, or family member) should be doing in the first place.

— Not a generic AI assistant

ChatGPT, Claude, Gemini are pointed at the balance sheet — built to get more work out of humans. Aule is pointed at the dinner table. Different category, different architecture, different bet on what AI is for.

The domains

Capabilities.

Surfaces where Aule already operates. New domains move in as you choose to hand them over — no household starts with all of them running at once. Capability detail pages coming with Wave 2.

Scheduling

Scheduling in practice.

The family calendar held by an operations layer. Two-partner reconciliation, kid routing, vendor windows, recurring appointments that never get forgotten.

Childcare

Childcare in practice.

Sitters, after-school logistics, camp registrations, pediatrician cadence. Aule remembers the names, the allergies, the routines — so you do not have to brief anyone twice.

Food

Food in practice.

A week of meals planned around the household, allergies respected, leftovers used. Grocery list routed to whichever store actually carries what you eat — and ordered after your nod.

Vendors

Vendors in practice.

Three vetted quotes, booked, paid through your card, followed up after the visit. Plumbers, cleaners, lawn, repair, contractors — every loop closed.

Finances

Finances in practice.

Recurring charges audited weekly. Subscriptions flagged. Anomalous spending reviewed in plain English. Bill-pay coordinated, not just tracked.

Travel

Travel in practice.

Flights, hotels, ground transit, packing lists per person, itinerary handoff to whoever is on the ground. Mid-trip changes handled without a group text war.

Where the layer goes next

Software today. The layer is built to extend.

Software today. Voice, ambient displays, and in-home hardware are where household intelligence naturally lives next. The layer is built so it can extend wherever the household does — without you having to start over.

The household memory and the loop-closure architecture do not care whether the surface in front of you is an iPhone screen, a kitchen display, a hallway voice surface, or a wearable. The layer rides with the household; the surfaces compound.

The questions we hear most

FAQ.

01What does Aule actually do for me, week one?

Week one is onboarding. Brennan and Haley sit with you and Haley walks you through a household interview — vendors, calendars, kids, finances, the routines you do not even notice you have. By the end of the first week, Aule is holding the calendar, the meal plan, and one full loop end-to-end (often the grocery order against the meal plan). New domains move in as you choose to hand them over.

02Is Aule run by people or by AI?

The household-facing layer is AI. Behind it, our operations team tunes the agent toward a 95%-plus closed-loop completion rate — they review failure modes, refine the playbooks, and improve the architecture. They are not reviewing your individual transactions; they are improving the layer everyone runs on.

03How does the approval gate work? Will Aule order $400 of groceries without asking?

No. The two default gates are: any grocery order (any size), and any single spend at or above $200. Everything else closes end-to-end without you. After roughly 30 days and at least four successful grocery confirmations, the household can graduate grocery to "approve the meal plan, run orders against it" — and the $200 threshold can be raised, lowered, or removed at any time. You can also lock anything tighter, or accelerate the loosening, whenever you want.

04Can my partner and I both use Aule?

Yes — and we strongly recommend it. Aule learns the whole household, not just one person. Both partners get equal access, and adding a partner adds zero to the rate. The cognitive layer was never meant to live in one head.

05Does Aule pay my plumber, or do I?

Through your card or account, with the approval gate. Aule does the sourcing, the quoting, the scheduling, the follow-up. Anything Aule pays vendors on your behalf is passthrough at cost. Aule is the operations layer, not the credit card line of business.

The next step

See your household’s mental load in five minutes.

The Mental Load Index is a five-minute assessment that scores your household across thirty cognitive-labor domains. The number is the start of the conversation.

Take the Mental Load Index See pricing →