The Ai Bucker by October Automation

01 · Cut vs pull

Your flower should never lose a fight with a steel plate

Conventional buckers work by force: rollers grip the stem and drag it through a die, and every bud "pops" off — which is to say, it tears. The Ai Bucker takes each bud off the way your best trimmer would: it finds the spot and makes one deliberate cut.

The Ai Bucker

A cut

Simulation · vision-guided cut

▶ OUR MECHANISM, ON REAL FLOWER19 SEC · TWO CUTS

Seventeen seconds of our own bench footage, from one continuous run. First the end-effector camera, close enough to watch the vision system settle on a bucking point. Then the workspace camera for both cuts — bud one off the branch, the arm retracting and swinging clear, then bud two. Three excerpts from a single take, played at real speed; nothing sped up, nothing staged.

UFACTORY xArm 5 collaborative robot arm — the Ai Bucker's platform — UFACTORY xARM 5 · OUR PLATFORM

Vision finds the bucking point; pneumatic shears sever the stem above the bud. The flower never takes the load.

Bud base stays intact — no torn crown, no crushed calyxes
No drag path: trichomes never scrub across steel
Per-bud decisions — bucks flower, skips what you don't want
Same gentle cut on sticky-fresh or shatter-dry material
Bare stem ejects whole — not snapped into your product

Pull-through buckers

A tear

Simulation · pull-through bucking

▶ THE MECHANISM, ON REAL FLOWER0:26 – 0:35

Nine seconds from the manufacturer's own demonstration — "Dry Bucking CBD Hemp Flower" by theTriminator, played from 0:26. Watch what happens to the flower at the plate, and where it lands. We didn't shoot this and we didn't cut it: it is their machine, their material, their camera. Watch in full on YouTube ↗

Munch Machine Mother Bucker — MOTHER BUCKER

CenturionPro bucking machine — CENTURIONPRO

The stem is pulled through a keyhole die; the bud stops against the plate and rips free at its weakest point — the bud itself.

Separation happens by tearing at the base of the flower
Every bud drags the full pull path across the die
All-or-nothing: the die can't tell an A-bud from larf
Dry, brittle material is prone to shatter under pull force
Grade recovered downstream — by hand, again

PRODUCT PHOTOS SHOWN FOR IDENTIFICATION · © THEIR RESPECTIVE MANUFACTURERS

	Ai Bucker — vision cut	Pull-through bucking
Mechanism	ML-targeted pneumatic shear cut	Stem dragged through a steel die by rollers
The bud's base	Clean cut face above the bud	Torn crown at the weakest point
Trichomes	No contact along a pull path	Scrubbed against the die on the way out
Selectivity	Per-bud — the model chooses every cut	Everything on the stem pops, wanted or not
Dry material	Same gentle cut	Prone to shatter and fragment
Raw speed	One deliberate cut at a time — scale by adding cells	Fast — and every pound pays the grade tax
After bucking	Whole, intact flower to the trimmer	Re-grade, de-stem and cleanup passes

Comparison describes the pull-through mechanism common to conventional bucking machines; verify specifics with each manufacturer.

02 · Why the Ai Bucker

The answer to the bucking bottleneck

Bucking sits between every harvest and every sale — and it is the slowest, most labor-hungry step in the room. Crews are hard to find for a job this repetitive, training is constant, and every hour spent pulling buds off stems is an hour not spent trimming, grading, or packing.

The Ai Bucker lets you process your harvest without adding to your team. It makes throughput predictable, takes the repetitive strain off your crew, and frees your experienced people for the work that actually needs their judgment.

One-touch loading

Drop a branch butt-first into the carrier — the jaws latch by themselves. That is the operator's entire job.

Every cut found by vision

No fixtures, no fixed spacing. The detection model locates each bud and its bucking point on the branch as it actually grew — and re-checks after every cut.

A precise cut, not a pull

A servo fine-approach presents each cut to pneumatic shears. The bud comes off the stem the way your best bucker would do it — one clean cut at a time.

Fits the room you have

A compact cell on a standard outlet and a small compressor — no plant air to run, no production line to re-plumb, no construction project.

Data from every branch

Every cut is logged — counts, timing, throughput per session. You get the numbers to plan labor and forecast the room, not a black box.

Learns your cultivars

A built-in annotation and retraining loop tunes the detector on the strains you actually grow — the cell gets better every harvest.

04 · Technology

How it takes the bud off the branch

AI vision that finds the bucking point

A backlit end-effector camera watches every bud up close. The detection model scores each candidate, picks the cut point, and holds lock while the arm closes in — even as the branch moves.

Confidence-scored bud detection on the live feed
Bottom-up sequence — cleared stem never blocks the next cut
Re-acquires and re-plans after every cut

Backlit end-effector camera view: a cannabis bud on the stem, seen by the Ai Bucker's vision system

EE CAMERA · LIVE

Real-time stereo depth map of the branch and workspace

STEREO DEPTH · LIVE

Live 3D depth on the whole workspace

A Basler stereo rig builds a real-time depth map of the branch and everything around it. Cluster and cut-point decisions are depth-aware, so the arm knows not just where a bud is in the image, but how far and what's behind it.

Depth-validated bud clusters — no phantom targets
Distance-aware fine approach speeds
Workspace awareness for clean, safe moves

Shears built for the cut

A UFACTORY xArm collaborative arm carries a VESSEL pneumatic nipper on a servo fine-approach. The gripper presents the bud, the shears fire once, and the bud drops — a cut, not a tear.

VESSEL air-nipper end-effector
Two-phase approach: fast travel, gentle final plunge
Branch rotation for access to every side

The Ai Bucker's robotic arm positioned at the backlit branch station

WORKSPACE CAMERA

The cutter

A factory air nipper — not a garden snip

The blade that touches your flower is a VESSEL pneumatic nipper, the same class of tool that trims resin and lead wire on electronics lines all day, every day. It fires from shop air on a signal from the vision system, so every cut lands with the same force and the same closing speed — the thousandth bud of a shift is cut exactly like the first.

VESSEL double-action pneumatic air nipper: blue anodised body with twin air lines — AIR NIPPER · DOUBLE-ACTION BODY

VESSEL HW10J replaceable nipper blade — HW10J · REPLACEABLE BLADE

Tool

Pneumatic, air-fired

Shop air does the work, not a motor and a gearbox. The stroke is short, fast and repeatable, and the tool is built to be cycled continuously on a production line.

Consumable

Blades are a wear part

VESSEL sells blades separately from the body, so a dull blade is a two-minute swap rather than a service call — and a spare set lives in the cell.

Tuned for stem

A profile chosen for cannabis

The stock blade profiles are made for resin and wire. We run the blade geometry that severs a green stem cleanly without crushing it or dragging the cut through the bud.

Reference: VESSEL air nipper catalogue (PDF) · VESSEL is the tool manufacturer, not an affiliate of October Automation

A carrier that feeds itself

Branches drop into a funnel-loaded carrier that latches on its own and shuttles the branch through the station. When the last bud is off, the bare stem is ejected automatically and the carrier comes back for the next one.

Butt-first drop loading — no clamping, no alignment
Self-latching jaws hold through rotation
Automatic bare-stem ejection at the unload station

Runs from any browser on your network

The cell serves its own interface over your local network — any laptop, tablet, or wall screen is a control station. No installs, no license server, no cloud dependency to run your room.

Operator mode: START, STOP, HOME, backlight — two-button simple
Engineering view: live feeds, cut queue, jog, calibration
Simulate mode rehearses full runs on recorded branches

The Ai Bucker's browser interface: end-effector camera, wide stereo view, live depth map, status bar and START/STOP controls

LIVE INTERFACE · AS SHIPPED

05 · Configurations

Start with one cell. Grow into the whole room.

Every system is built around the same loop: branches hang from an overhead carrier track, and robot stations work them as they pass. Add arms to cut faster; extend the track to feed the cell straight from your dry room.

Minimum purchase configuration The Ai Bucker minimum configuration: two robot stations under an overhead oval carrier loop with branches hanging from trolleys

The Ai Bucker minimum configuration: two robot stations under an overhead oval carrier loop with branches hanging from trolleys

TWO-STATION CELL · OVERHEAD CARRIER LOOP · ENGINEERING CAD

Tier 01 · Minimum

Two-station cell

The smallest system we sell, and the one shown above. One loader keeps the loop fed; two arms work every branch that comes around.

2 robot stations on one overhead loop
Self-latching carriers · load and eject in place
Bench-mounted frame · standard outlet
One operator loads; the cell does the rest

Tier 02 · Throughput

Four-station cell

The same loop and the same footprint class, with four arms working it instead of two — more cuts per lap without adding floor space or a second loader.

4 robot stations around one loop
Stations work independently — one stops, the loop keeps moving
Shared vision, shared controls, one HMI
Field-upgradable from the two-station cell

Tier 03 · Room-linked

Whole-room conveyor

Extend the overhead track out of the cell and into your dry room. Branches are hung once, at harvest, and ride the line to the arms — nobody carries totes.

Overhead track runs dry room → bucking cell
Hang once at harvest — no re-handling
Continuous feed instead of batch loading
Track length and station count built to your room

Tier 03 · the whole line

Harvest → dry room → bucking cell

Branches go onto the ceiling conveyor the moment they're cut and hang from it until they're bare stems. The same hooks carry them out of the harvest room, coil back and forth across the dry-room ceiling, and deliver them dry straight into the cell. Hang a branch once; the line does the rest.

CEILING CONVEYOR FRESH BRANCH DRIED BRANCH VISION + ARM

Plan view

Facility blueprint

Three rooms, one continuous track. Branches are cut and hung in the harvest room, coil through the dry room on the ceiling, and arrive at the bucking cell dry — the operator never carries a tote between rooms.

Drag or use the arrows to travel the line · hover any machine to make its schedule row blink, or hover a row to find the machine.

One continuous line · whole plants → cut down & hung → dry-room coil → bucking cell → conveyor portal → tumble trim → Ai Sorter → three graded streams

Whole potted plants stage in the harvest room and are cut down at S1 — every branch on the coil came off one. The dry room fills as they hang: green at the entry, creeping toward the cell as they dry. Once the coil is full it runs first in, first out — the oldest, driest branch is always the next one bucked.

Downstream · room 04

Trim & sort

Bucked buds leave the cell on a flat conveyor and never get carried again. The line feeds two tumble trimmers, merges their output, and runs it under the October Ai Sorter — which splits every bud into three streams: packaging, remediation and waste.

Layouts are engineered per facility · tell us your room and harvest volume

06 · The business case

Slower than your best bucker. Never stops.

We'll say the awkward part first: one robot arm bucks about 1.5 lb of dry flower an hour. A good human bucker does 2.5 lb. Per hour, a person wins — and that is not the comparison that decides anything. A person works a shift. The cell works the clock.

Per hour · one bucker

2.5 lb/hr

Faster than a single arm — for the eight hours they're on the floor, and only if you can hire and keep them through the season.

Per hour · one arm

1.5 lb/hr

Slower per hour, identical at hour nineteen. No breaks, no shift change, no training curve, no turnover mid-harvest.

Per day · four-arm cell

120 lb/day

Four arms at 1.5 lb/hr, running 20 hours. That is six bucker-days of work coming off the line every day.

Your numbers

Arms in the cellarms

Buck rate per armlb/hr

Cell run timehr/day

Human buck ratelb/hr

Shift lengthhr

Loaded labour cost$/hr

Bucking days a yeardays

System price (if quoted)$

What that buys you

Crew the cell stands in for6.0 people to match the cell's daily output in one shift

Cell output120 lb/day6.0 lb/hr while running

Labour displaced$1,056/dayper bucking day

Annual labour displaced$126,720at your days-per-year

Simple payback1.2 yearson the price you entered

Every figure above is computed from the boxes on the left — we assert none of them. 1.5 lb/hr per arm is our own planning estimate, not a measured result; the Fall 2026 pilot exists to replace it with a number from your floor. Labour displaced is not the same as labour eliminated — someone still loads the line.

The honest summary: a cell doesn't out-run your crew — it out-lasts them, and it shows up every day of the harvest.

07 · Questions

The things you'd ask on a call

Straight answers, including where the honest answer is still "the pilot will tell us." Anything marked in amber is a number we won't publish until we've measured it on a real harvest.

What material does it take?

Dried branches, as they come off the line — the machine is built for the dry-buck step, not for wet bucking straight out of the field.

Branches hang from the carrier the same way they hang to dry, so the material never has to be re-oriented or laid down before it reaches the arm.

Does it work on my cultivars?

The detector is trained, not hard-coded to one plant shape — it scores each bud and finds the bucking point on the branch as it actually grew.

A built-in annotation tool captures frames from your harvest and retrains it, so an unusual structure or a very leafy cultivar becomes something the cell has seen. Retraining is part of what a pilot is for.

How fast is it?

We aren't publishing a throughput number until we've measured one on a customer's floor over full shifts. Anyone quoting you a clean pounds-per-hour figure for robotic bucking should be asked how they measured it.

What we can tell you today: the arm works a branch bottom-up, re-scans after every cut, and travels at up to 800 mm/s between targets. Rate per cell on real material: pilot data.

What happens when it can't find a cut?

It doesn't hunt forever. If a scan turns up no candidate the sequence bails within about a second, rotates the branch to get a different look, and re-scans.

If the branch is genuinely finished — or genuinely unreadable — it moves on rather than stalling the loop. STOP is always one tap away on the operator screen.

What does it need from my facility?

A standard outlet, a small compressor for the shears, floor space for the cell, and a spot on your network for the browser interface. No plant air, no three-phase, no drains, no construction.

Exact footprint and power draw: spec pending final build — on the spec sheet as soon as the production frame is fixed.

Who runs it, and how much training?

One person, loading. Operator mode is deliberately two buttons — START and STOP, plus HOME and the backlight — and every engineering control is hidden behind a separate view.

If someone on your crew can hang a branch on a line, they can run the cell.

Does it need internet or a cloud account?

No. The cell serves its own interface over your local network — any laptop, tablet or wall screen with a browser is a control station.

No installs, no license server, no cloud dependency to run your room. Connectivity is for support and updates, not for operation.

Why a cut instead of a pull-through?

Pull-through buckers separate bud from stem by dragging the branch through a plate — the flower is what fails, and it fails against steel.

The Ai Bucker severs the stem above the bud with a pneumatic nipper, so the bud is never the thing taking the load. That's the whole design argument, and it's why we show the mechanism side by side rather than just claiming it.

What is it built from — and who services it?

Off-the-shelf industrial parts, on purpose: a UFACTORY xArm collaborative arm, a VESSEL pneumatic air nipper with replaceable blades, and Basler machine-vision cameras.

Nothing exotic to source when a wear part needs replacing. Blades are a two-minute swap and a spare set lives in the cell. Support terms and warranty: terms in the pilot agreement.

Can I scale it up later?

Yes — that's why the loop exists. The minimum system is a two-station cell; the same loop takes four arms for more cuts per lap in the same footprint class.

Beyond that, the overhead track extends out of the cell and into your dry room, so branches are hung once at harvest and ride the line to the arms.

What does it cost?

Pilots are priced as a service for the harvest window, not as a capital purchase, and the pilot fee credits toward a system if you convert.

System pricing depends on station count and how much track your room needs: quoted per facility. Tell us your room and volume and we'll put real numbers against it.

How do I get one this year?

Reserve a Fall 2026 pilot slot. Slots are scheduled around harvest windows and go in order of reservation — we confirm availability within two business days.

Our technicians run the cell on your material for the window, and every number we measure is yours to keep.

Still unanswered? Email jon@octoberautomation.com — it reaches the engineers, not a sales desk

↓ Download the spec sheet (PDF) View in browser

Ai Bucker

The complete vision-guided bucking system