This is an example of an agent your team can build in Sylvie: a Remove Background agent that lifts the subject out of any image and returns clean cutouts ready for a marketplace listing, a banner, a deck or a paid social variant. It runs on your brand brain, so it knows which object in the frame is the hero product, which edges need care, and exactly how each channel wants the file delivered and named. You build it once, and background removal stops being a queue of small favors sitting on a designer's desk.
Sylvie does not ship this agent pre-built. It is an example of an agent your team can build with Sylvie, powered by your brand brain, so it runs your workflow the way you actually run it.
Remove Background is an example of what a marketing team or agency can build in Sylvie, not something we hand you finished. It takes product shots, lifestyle photography, headshots and screenshots, isolates the subject and returns it on a transparent (or pure white, or brand color) background at whatever resolution the destination needs. It works on a folder of four hundred files the same way it works on one.
The job itself is trivial and the volume is not. A studio delivers on grey, the marketplace demands pure white, the deck wants transparent, the retail media spec wants a specific pixel margin around the product, and every version is a person opening a file and masking by hand. An agent built on your brand brain does the cut, knows which subject is the hero and which items are props, and files the output where your team will actually find it.
The agent starts from your brand brain, which is what keeps it from cutting the wrong thing. The brain holds your product catalog and SKU imagery (so it knows the bottle is the hero and the linen napkin is styling), the output specs each channel and retailer demands, your asset naming and folder conventions, and your rules on shadows and reflections (kept, rebuilt or dropped). That context is the difference between a cutout you can ship and a PNG someone still has to fix.
From there it runs the workflow end to end inside Sylvie: it detects the subject, cuts the edge, handles the contact shadow the way you have decided it should be handled, exports every format and size on your list, and returns files named and filed against the right SKU, campaign or client. Anything genuinely hard (fine hair, glassware, mesh, motion blur) is flagged for a human instead of being quietly guessed at. Every file it touches is logged, so you can see what was cut and from what original.
A batch of hundreds of images gets processed in the time a designer spends masking a handful. The catalog job that never gets staffed finally gets done.
Because it reads your product catalog from the brand brain, it cuts the product and not the styling props sitting next to it. No more cutouts where the prop survived and half the packaging did not.
The same source image comes back as a transparent PNG, a pure white marketplace file and whatever retail media dimensions your partners demand. One request, every version, no round trips.
It cuts an alpha edge rather than a hard outline, so hair, glass and packaging film hold up when a buyer zooms in on a PDP. Files it is unsure about go to a person instead of shipping soft.
Each cutout comes back named and sorted against the right SKU, campaign or client using your own conventions. Assets land in the library instead of a downloads folder nobody searches.
The hours your team loses to pen tool work go back into actual creative direction. Cutout requests stop jumping the queue as urgent five minute favors.
Background removal is the smallest task in marketing and one of the largest time sinks. Here are the moments a Remove Background agent you build in Sylvie pays for itself.
The studio delivered six hundred SKUs on studio grey and the marketplace requires a pure white background on every main image. The agent conforms the whole set to spec, named by SKU, in a single pass. The listings go live on the launch date instead of slipping two weeks behind retouching.
An agency team needs the prospect's products floating cleanly on brand-color slides, and the only images available are lifestyle shots with busy backgrounds. The agent returns transparent cutouts of every product in minutes. The deck looks bespoke instead of like screenshots pasted onto slides.
The creative team wants to test the same hero product against a dozen backgrounds and formats. The agent frees the product from its original scene once so every variant can be built on top of it. Twelve testable concepts ship from a single source image.
Leadership photos arrive from four different offices, four different rooms and four different lighting setups. The agent cuts each subject out so they can be placed on one consistent brand background. The leadership page and the press kit look like one company, same day.
A retailer or reseller needs transparent product PNGs at their exact dimensions before their site build closes. The agent produces the set to their spec with your naming applied. A request that normally sat in a designer's inbox for a week goes back the same afternoon.
Raw shoot files come in with stands, clamps, seamless creases and the odd crew reflection around the product. The agent isolates the product and hands back retouch-ready plates, flagging the shots that need real hands. The shoot becomes usable the day it lands instead of the week after.
A generic remover guesses at a subject and hands you a PNG. This is an agent you build on your own brand brain, so it knows which item in the frame is the hero product, what each marketplace and retailer requires, how the file should be named, and where it belongs in your library. You get shippable, correctly filed assets in bulk instead of one download at a time.
You build it. Remove Background is an example of what a team can assemble in Sylvie, not an out-of-the-box product. We help you stand it up on your brand brain and connect it to your asset library, so it cuts and files images the way your team already works.
The brain is what makes the cut intelligent. It holds your product catalog and SKU imagery (so the hero subject is never in doubt), your channel and retailer output specs, your naming and folder conventions, and your rules on shadows and reflections. Without that context you have an eraser. With it you have an agent that understands your catalog.
It cuts an alpha edge rather than a hard outline so semi-transparent detail survives, and it routes the files it is unsure about to a human instead of shipping a soft result. Because you build the agent, you set the quality bar and the review step, and every output is logged against its original for checking.
Yes, and that is usually the point of building it. You define the output set once (transparent PNG for decks, pure white for marketplaces, specific dimensions for retail media, a web-optimized version for the site) and every source image comes back as the full set. When a channel changes its spec you update the agent, not six hundred files by hand.
Each brand brain is isolated and permission-aware, and an agent only works inside the brain it was built on, so one client's catalog never informs another's. Access follows the permissions you already set on the brain, and every action the agent takes is logged.
Book a demo and we will map the workflows worth turning into agents, and show how each one runs on your brand brain.
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