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Platform

Four layers. One decision at a time.

Wattlark turns raw kilowatts into a handful of decisions a household can actually make, and keeps a record of each one.

app.wattlark.example/home
Energy flowEvening · 6:40 pm
Battery2.1 kWSolar0.6 kWGrid0.4 kWHome2.4 kWHeat pump0.7 kW
The platform

Connect, understand, schedule, decide.

01 · Connect

Start with the home you have

Describe the panels, battery, EV and electricity plan. The full product reads inverter, charger and meter feeds; the demo uses a simulation of them.

  • Two-minute onboarding
  • Plan rates and windows entered once
  • No wiring diagrams
02 · Understand

A picture that explains itself

Production, use, battery and grid are drawn on one timeline with the price of power behind them, so a peak hour is visible before it is paid for.

  • Sankey of every flow
  • Peak bands on every chart
  • Preview any hour
03 · Schedule

Give devices a window, not a timer

Pick the hours a dishwasher, water heater or EV charger may run. Wattlark keeps each inside its window and moves it to the cheapest slot.

  • Per-device windows
  • Manual override any time
  • Household roles respected
04 · Decide

Suggestions with the arithmetic shown

When Wattlark spots a saving it tells you what changes, why, and what it expects to save. Nothing happens until an owner presses Apply.

  • Approve or dismiss
  • Reversible
  • Logged to the activity log
Customer journey

From sign-up to the first saving.

A new household goes from describing the home to seeing measured savings in about two months.

  1. Week 0

    Describe the home in two minutes

    Solar, battery, EV charger, heating and the price plan you are on. Wattlark builds a model of the house before a single device is connected.

  2. Week 1

    It learns how the house really runs

    Hourly generation, use and price are laid side by side, so the first thing you see is where energy and money are leaking.

  3. Week 2

    Plain-language suggestions arrive

    Each idea names the device, the change, the reason and the monthly effect. Nothing is hidden behind a score.

  4. Week 3

    You approve, it carries out

    One tap applies a schedule. Every decision is written to a household activity log and can be reversed.

  5. Month 2

    The savings show up on the bill

    Monthly summaries compare real use against a flat-rate reference, so progress is measured, not promised.

On the roof

Know what the array should be doing.

Generation is compared with a forecast each hour. Dips are labelled as weather or flagged for a look; never as an alarm.

Solar in detail
app.wattlark.example/solar
Solar · 6.4 kW array

Generation against forecast

+2% vs forecast
Generated today28.4 kWhPeak 5.4 kW at 1 pm
Used at home91%Rest exported
Export earned$0.625¢/kWh credit
Array health98%No faults
Forecast vs actualActualForecast
03.57passing cloud12a6a12p6p12a
9:41
EV charger
Ready by 7:00 am
Charging 11 pm to 4 am at 9¢/kWh
80%target
38%now
12a6a12p6p
Estimated cost$3.10
Same charge at peak$9.40
In the app

Every decision takes about ten seconds.

The phone app shows the plan, the cost and the alternative. Approve it, change it, or press charge now for a spontaneous trip.

EV charging in detail
Architecture

Where each control sits.

The request path, from device to database, with the control applied at each layer.

01 · Household

Browser or phone

  • Session cookie (httpOnly, SameSite)
  • CSRF token on every write
  • Theme is the only other cookie
02 · Edge

Transport and browser policy

  • TLS and HSTS (over HTTPS)
  • Content-Security-Policy with nonces
  • Frame denial, no MIME sniffing
  • Rate limits on sign-in and forms
03 · Application

Household-scoped access

  • Owner and member roles
  • Queries keyed to the caller’s household
  • Staff roles cannot open energy data
  • Strict schema validation
04 · Data

Storage and evidence

  • Parameterised statements only
  • argon2id credential hashes
  • Tamper-evident activity log
  • Export your data from Settings
The trust boundary starts at the edge. Everything to its right is checked on the server, whatever the interface shows.
How it works · Wattlark
UnitOne AI sample project — currently under development. You can explore the interface, but submitted data is not stored.