Control on Demand, Automation on Demand

Ask five photographers what they want an AI-powered workflow to do for them and you will likely get five different answers. One wants every gallery culled and edited before she has poured her morning coffee. Another wants to touch every frame by hand and only reach for automation when a deadline is bearing down. A third wants something in between, depending on the week. Imagen’s intelligent Studio, now rolling out as a beta, is not built to pick a winner among those photographers. It is built so each of them can work the way they actually want to work, project by project.

That idea has a name inside Imagen: automation on demand, control on demand. It is less a single button and more a stance the whole Studio is built around, one non-linear project where culling, editing, review, and export all happen together, and where automation and manual control sit side by side as choices rather than a fixed order you are forced through.

It helps to picture two photographers finishing the same wedding weekend. One wants the whole gallery culled and edited by Sunday night, ready to send a sneak peek before Monday morning. The other wants to sit with the ceremony photos for a few days, adjusting exposure and cropping by hand before anything goes out. Both are using the same Studio. Neither is using it wrong.

Why “pick one” was never a good workflow philosophy

For years, editing software quietly assumed photographers wanted the same thing: as much automation as possible, as fast as possible. That assumption works fine until it does not. A wedding photographer delivering several galleries a week wants speed on the bulk of a shoot and precision on the hero shots. A fine art photographer wants speed on almost nothing and control on everything. A product photographer wants consistency across a long run of nearly identical frames, which is really a third kind of need entirely. Software that offers only one dial, more automation or less, ends up frustrating most of the photographers using it most of the time.

The Studio approach starts from a different premise: automation and manual control are not opposites competing for space in your workflow. They are two tools that belong in the same toolbox, available whenever a given photo, gallery, or mood calls for one over the other.

Automation on demand: what Imagen can take off your plate

When you want speed, it is there. Batch culling moves through a card faster than earlier versions did, giving you a first pass at your keepers before you have finished unpacking your gear. Once you choose a Personal AI Profile, editing runs across the whole gallery in your style, and edited photos now arrive in batches grouped by timestamp as they finish, so you are reviewing early frames while the rest of the shoot keeps processing instead of watching one long progress bar. Want a different treatment for part of the same gallery, a moodier pass on the reception while the getting-ready shots stay bright and light? You can apply more than one AI Profile to a chosen set of photos, and it runs in the background with some processing time rather than instantly.

None of this asks you to hand over judgment permanently. It asks you to decide, for this gallery, how much of the heavy lifting you want the software to do first.

Control on demand: what never leaves your hands unless you let it

If you would rather work the old way for part or all of a shoot, that option has not gone anywhere. You can turn AI culling off entirely when you set up a project and rate, flag, and pick frames manually, at no cost, whenever you are ready. Inside the editor, manual sliders and a histogram give you real-time, granular adjustment on any photo, AI-edited or not. Crop and straighten are yours to apply by hand after a batch pass, and versions let you branch a photo to try a different treatment without ever touching the original file.

This matters most on the photos that carry a gallery: the first look, the ring shot, the cover image for a lookbook. Automation can get you most of the way there across hundreds of frames. Control on demand means the handful that matter most still get your eye and your hands, without a separate app or a slower export step standing between you and them.

One project removes the reason to choose in the first place

Older versions of Imagen effectively made you decide up front whether a project was a culling project or an editing project, and stitching the two together took extra steps. That separation is gone. Every project now handles culling, editing, review, and export together, in whatever order suits the work in front of you. Upload a full shoot and decide halfway through that you want to switch from automated culling to a manual pass on the last stretch of frames. Nothing about the project structure forces you to commit to one mode before you have even seen the photos.

Culling a shoot inside the Imagen project view

This is really what makes automation on demand and control on demand practical rather than theoretical. A toggle only matters if switching it does not cost you a new project, a re-upload, or a broken train of thought.

It shows up in a smaller way too. The Projects page now surfaces a photo from the shoot, a single clear status, and one button for whatever comes next, so recognizing which gallery needs automation and which one needs your attention does not require opening every project just to remember what is inside it.

Two galleries, two different weeks

Picture a Saturday wedding and a Tuesday studio portrait session landing in the same week. The wedding gallery runs long, the couple wants a sneak peek fast, and there is no time to touch every one of the reception candids by hand. Automation on demand fits that week: batch culling gets a first pass done quickly, the Personal AI Profile edits the whole gallery in a consistent style, and eager batches let the photographer start reviewing and picking favorites before the last card has even finished processing.

The portrait session is a different animal. Fewer photos, more riding on each one, and a client who is paying specifically for a considered, hand-finished look. Control on demand fits that week instead: skip AI culling and pick frames manually, lean on manual sliders and the histogram for each portrait, and use versions to try two different crops before settling on the one that goes to print. Same Studio, same account, two entirely different weeks, and neither one required switching tools.

An assistant that helps without taking the wheel

The Studio also includes an assistant you can ask, in plain language, to find photos for you: every five-star frame, the shots where the couple is laughing, whatever you need surfaced from a gallery that might run into the thousands. It is a form of automation on demand too, just aimed at your time rather than your pixels. It is worth saying plainly what it does not do yet: it knows what is in a photo but not exactly where, so it cannot drop a mask on a specific spot for you, it does not generate images, and it has no voice input. Within those limits it is a genuinely useful way to stop scrolling and start working, and you are still the one deciding what happens to a photo once it is found.

A pricing model that matches the philosophy

Pricing follows the same logic. For pay as you go photographers, exploring is free: try a tool you have never used on an entire gallery, compare two AI Profiles side by side, see what a batch pass would look like, all before spending anything. You pay only when you export, at the same per-tool price as before, and Limitless plans are unchanged. Because some tools only act on photos where they detect something to do, you are not charged for frames a tool skips over. Curiosity costs nothing; only the finished work you take out of Imagen does.

Even that decision is a dial rather than a rule. A photographer who wants to move fast can accept the default export settings and go. A photographer who wants tighter control can pick exactly which photos in a gallery are worth exporting at all, keeping the rest as reference, and pay only for that smaller, deliberate set.

That is the throughline across culling, editing, and pricing alike: Imagen tries to give you a real choice at every step, rather than deciding for you and asking you to live with it. For a closer look at how each piece works on its own, the valuable tips library is a good next stop.

What’s new in Imagen: Imagen is now an intelligent, agentic Studio for professional photographers, built around choice: cull, edit, review and export together in one project, in any order. Use AI culling or cull manually for free, let AI Profiles edit in your style, and reach for the built-in editor (Beta) or the assistant, which finds and acts on photos when you ask in plain language while you steer. The Studio is arriving gradually as a beta.

Frequently asked questions

Does “control on demand” mean automation is off by default?

No. You choose per project. Automation, like batch culling and AI Profile editing, is available immediately, and manual tools sit right next to it if you would rather use those instead, for a whole gallery or just a handful of frames.

Can I mix automated and manual work in the same gallery?

Yes. Because culling, editing, review, and export all live in one non-linear project, you can let AI handle most of a shoot and manually adjust, crop, or re-cull specific photos without leaving the project or starting over.

Does using manual tools cost extra?

No. Manual culling is free, and manual adjustments inside the editor are part of the same project. Pay as you go pricing is tied to what you export, not to whether a given photo was touched by automation, by hand, or both.

Is this the same Imagen I already use?

Yes. This is a beta rolling out gradually to the same product and account you already have, not a new app. Your Personal AI Profile and existing projects carry over.

Curious how much of your next gallery you want to automate, and how much you want to keep for yourself? Start a project in Imagen’s new Studio and decide as you go at imagen-ai.com.