Autopilot
Find the spend you
did not mean to make.
Autopilot reads what your work actually costs, says where it is leaking, shows you the change before it happens, and does nothing until you approve it.
A month, both ways
Toggle what happens to you, and watch it pile up, or vanish.
Every situation is money leaking while nobody is watching. Tap the ones you recognise.
Blended rates, an illustrative fleet. The residual is what a fast response leaves behind, not a promise of zero.
What happens to your fleet
Across 3 situations, doing it by hand leaks €735 a month. Autopilot keeps €724 of it, acting before you'd have noticed.
Autopilot reads the meter, prices the fix, and then waits for your yes.
The loop
Signal in, action out, nothing in between you didn't allow
One frame, five moves. Scroll and it walks the whole loop without leaving the screen: it spots the leak, prices the fix, waits for your line, banks what it kept, and then reads the new arrangement and starts again.
FIG 01 the loop
signal in · step 01 of 05
The board walks the five steps beside it, and follows whichever one you scroll to. Hover or tab to a plate for what that part of the loop does.
It sees the idle minute you can'tdetect
Autopilot reads every rental's meter continuously, second by second. When a card drifts past the line you drew, it flags the exact instance responsible, not an average across the fleet.
One change, with a number attachedrecommend
Each finding is a single move, simulated against your real usage before it's ever offered to you. You read it like a to-do item, priced in euros and ready to apply.
Only inside the line you drewact
Recommend-only is the default. Give one policy room and Autopilot acts within a heartbeat. Everything else still asks you first.
Every move, on the record and reversibleprove
What it saved, and why, is banked to the microeuro. A verdict is withheld until the sample supports it, and any move can be pulled back.
It closes, which is why it's a loopagain
Applying a change moves the very metering the next pass reads, so the next observation is of the new arrangement, not the old. This keeps telling you, not just reporting once.
One engine, four things it does for you
What it actually kept
The harder question than it looks: what the open recommendations would save, and what has already been banked, to the microeuro, on the same euro ledger as your invoice.
The same decision, drawn for every situation
Autopilot reads the situation against the line you drew, then routes to act or to ask. The policy you set decides which, never Autopilot alone.
Fleet oversight
It watches every card, wherever it runs
One view over every region at once, the one you can't hold at 3am: each card's meter, and the idle ones already flagged.
| Card | Region | GPU | Utilisation | State | €/hr | Autopilot |
|---|---|---|---|---|---|---|
| inst-7a20 | eu-west | H100 | 0% | live | €2.89 | watching |
| inst-91bc | eu-west | H100 | 0% | idle | €2.89 | stop queued |
| inst-3f55 | us-east | A100 | 0% | live | €1.12 | watching |
| inst-c418 | us-east | A100 | 0% | idle | €1.12 | stop queued |
| inst-88de | ap-south | L40S | 0% | live | €0.64 | watching |
| inst-1b90 | eu-central | H100 | 0% | stopped | €0.00 | stopped 2m |
You draw the line
It recommends. You decide what it may do.
Autopilot ships recommend-only. Every capability is a dial you set from watch, to ask-first, to act-freely. You can pull it back at any point.
Three settings, per capability
Watch
It sees the opening and does nothing. Costs you nothing.
Ask first
It queues the change with a number attached, and waits for your yes.
Act freely
It moves inside this one policy. Every action logged, reversible for 24h.
Recommend-only is the default. Open one gate at a time, and pull any back whenever you like.
1 watch2 ask first1 act freely
last: stopped inst-91bc, idle 40m · 2m agosample
- stopped inst-91bc, idle 40m2m ago
- queued a move for inst-3f55, awaiting your yes40m ago
- flagged a snapshot nothing reads, awaiting your yes1h ago
Reads what you're billed
Its input is the usage and ledger that produce your invoice, so its arithmetic cannot disagree with the bill.
Prices every change
Each recommendation is simulated against your real usage before it is offered, with a saving and a confidence attached.
Nothing without approval
Recommend-only by default. Act-freely is opt-in per policy and reversible for 24 hours.
Every move on the record
Whatever a policy does lands in the same activity log as everything else, in euro.
Do the math, then turn it on
See the leak, then close it in a line
Drag to your reality to size the single biggest leak. Then enable recommend-only: nothing moves until you approve it, so switching it on is safe by construction.
Idle, unmanaged
€500
Close the leak
Planned. Autopilot is not live, and the CLI does not have these commands yet. The figure follows the slider.
In practice
What the loop is built for
Each is a job Autopilot exists to do. The ones marked are still being built, and say so before they argue anything. Open one to see how it holds up.
A card held open between steps costs the same as a card doing work. Autopilot reads the metering that produces your invoice and says where that is happening.
- per-second
- same meter as your invoice
- recommend-only
- nothing moves unasked
Frequently
asked questions
No. The metering it reads is real and already produces invoices, but the loop that turns it into recommendations is being built. Every figure on this page is marked as an example for that reason.
Continue through the platform
The next part of the same job
It reads what a workflow spends
Autopilot's recommendations are about steps holding cards they are not using, which is a shape Studio draws. One shows what a run did; the other what it cost.
Every recommendation ends at a real card
Compute supplies the GPU, freezes the matched rate, and writes the per-second usage that Autopilot will eventually evaluate. Compute is live today.
Spin up a GPU, or earn from your own
Rent on-demand compute by the second, or list idle hardware and let it pay for itself. Same marketplace, both directions.
No card required
- 85%
- revenue to providers
- Per-second
- billing, live
- EUR
- metered to the microeuro