Intent to action

Everyday AI tasks for AI-native teams. At zero cost.

  • Your users want to check an order, book a slot, file a request, update a record.
  • Most teams build those flows on a large general model that reasons its way to a reply and charges for every word.
  • Fernfly turns each request straight into the action instead.
$0
cost per request
<1s
typical response time
85%+
accuracy out of the box, increases once retrained on real traffic
Someone asksyour app does it
DDannyWhere is my order 4821?
Order 4821Arriving 4 to 6pm
Placed
Packed
Out for delivery
no code, no waiting
Everyday AI tasks

The same few things, all day long

They are the requests your customers and staff make constantly. Each one has an answer your system already knows, and an action your system can already take.

Order 4821Arriving 4 to 6pm
Placed
Packed
Out for delivery

And the work that genuinely needs a large general model. Keep it there.

Write something new

Copy, replies, code. No single right answer, and the quality is the product.

Digest long documents

Reading a contract and telling you what matters needs the big model.

Weigh an open question

When the right answer depends on context nobody has written down.

Two ways to run them

Answer the request, or do it

“Where is my order 4821?” is one request. Here is what happens to it either way.

Prompt a large general model

It reads your whole list of actions, works out what you meant, and writes an answer back.

Where is my order 4821?reading the whole list of actionsYou can track order 4821 in your account under Orders.
A few secondsPaid per requestNothing was done
Turn it into a function call

A small model trained on your actions picks the right one, fills in the details, and your system runs it.

Where is my order 4821? Looked up order 4821StatusOut for deliveryArrivingToday, 4 to 6pmIt is out for delivery, arriving 4 to 6pm.
Under a secondFlat monthly priceThe order was found

Function calling is the second one. It is not a smaller version of the first, it is a different job: pick the action, fill in the details, hand it back.

How it works
Fernfly

Built for this one job

We train, host and improve the small model that turns your customers’ requests into your app’s actions. That is the whole product.

Precise

Trained on your actions and nothing else, so it picks the right one and fills in the details. When a request is outside what it knows, it says so instead of guessing.

Instant

A small model doing one small job answers in under a second, which is the difference between a customer waiting and a customer not noticing.

Free to run

No fee per request. A busy Monday costs the same as a quiet Sunday, so the volume you wanted all along stops being a budget problem.

Built with Fernfly

Apps are already shipping on it

Hoobert
AI command bar for WooCommerce
Live on the WordPress.org plugin directory

We built Hoobert on Fernfly. A shop manager hits ⌘K anywhere in their store admin, types “refund order 62, damaged item”, and it runs the actual WooCommerce call. No menu-diving, no six screens, no paragraph of advice to act on yourself.

The model behind it is an ordinary Fernfly project: 28 store actions, one endpoint, trained from a template in an afternoon. Anyone can build the same thing on their own API.

28
store actions
<1.5s
per command
$0
per command
⌘K, anywhere in wp-admin
⌘Krefund order 62, damaged item
Ask Hoobert: “refund order 62”
refund_order({
id: 62,
reason: "damaged item"
})
confirmed & run· your store · your permissions

Hoobert is a tool list and an endpoint. So is your app. Whatever your users currently click through, they could just ask for.

Build yours free
Control

Your data stays yours

Runs where you want

Hosted by us, or inside your own network. The model is small enough for ordinary hardware, so it can sit where your data already is.

Optional third-party AI fallback

Your own model handles the request. The optional cloud fallback is one switch, per project, easily toggled off.

You own all of it

The conversations, the training data and the trained model belong to your account. Export or delete them at any time.

Just want a chat agent for your website?

Give us your address and we will read your site, train an agent that can use it, and hand you the snippet to paste. No API file, no account first.

Build one free
Pricing

Sized to you, not your message

Because a busy month should be good news.

Free
$0

Enough to point it at your own site, train a model, and see it answer.

Start free
ProMost popular
$49/mo

One flat price, however busy the day gets. No per-message fee.

Start free
Enterprise
Talk to us

Your own infrastructure, your own limits, and someone to call.

Talk to us
FAQ

Common questions

Start with one everyday task

Free to start, no credit card, and the first one is live in an afternoon.