AI can help you make something you couldn’t make before. Getting it to make the thing you actually pictured? That can still take an afternoon.
That tension runs through Adobe’s latest Creators’ Toolkit Report, released November 9 ahead of Adobe MAX. Creators using creative AI report meaningful benefits, including faster growth and the ability to take on more ambitious work. They’re also wrestling with results that miss the brief, revisions that undo progress, and skills gaps that cost them paid opportunities.
The findings suggest a more demanding phase of creative AI adoption is taking shape. Creators want tools that help them finish work to their standards and build a business around it.
Adobe has an obvious interest in that story. Its flagship creative conference runs November 10–12 in Miami Beach, and the company has been building AI deeper into its creative software. But the report also supplies a useful test for this week’s announcements: How much easier will these tools make it to deliver work someone would actually pay for?
Creators see growth and pressure to build AI skills
For many creators, the benefits are already showing up.
Among respondents currently using creative AI, 78% say it has accelerated the growth of their business or following. For full-time creators using it, that figure reaches 89%.
Those are encouraging numbers, with a distinction worth preserving: Growth in an audience and growth in a business aren’t interchangeable. The survey combines them, and the results reflect creators’ own assessments rather than an independent measurement of AI’s impact.
Still, respondents clearly see AI skills becoming part of their competitive position. Sixty percent of creators believe people with advanced AI skills are getting opportunities they aren’t, and 51% expect that gap to widen. Among current creative AI users, 89% are confident they can learn the skills they need to keep growing.
That combination matters. Creators see pressure to improve, but most current users also believe they can keep up.
“Close enough” becomes a problem when revisions matter
The trouble starts when the output needs to be precise.
Sixty-eight percent of creative AI users say they at least sometimes accept a result that doesn’t quite match what they had in mind. In the past three months, 47% of creators who have used AI abandoned it midway through a project because reaching the desired result took too much effort.
Among that group, 27% were frustrated that they couldn’t change one part without redoing the rest.
Anyone who has asked an image generator for one small correction knows the feeling. Fix the background, and suddenly the face changes. Keep the composition, and somehow the lighting gets a complete personality transplant.
For experimentation, that unpredictability can produce a happy accident. For a client revision, it creates more work.
This is where the report gets especially useful. Generating a promising first version and reliably revising it are different capabilities. Professional work depends on both.
A creator needs to preserve the parts that already work, change the parts that don’t, and know the next revision won’t scramble an approved decision. The ability to make a controlled edit can matter more than another batch of impressive alternatives.
That gives Adobe’s strategy a clear rationale. As we explored in our coverage of Adobe MAX 2025, the company has been bringing conversational AI into the editing tools creators already use. Its Firefly AI Assistant, introduced earlier this year, is designed to coordinate multistep work across Adobe’s creative tools.
The opportunity is to connect generation with the detailed work that gets a project over the finish line. The survey shows why that connection matters; it doesn’t establish that Adobe has solved it.
Video skills gaps are costing creators paid work
Video makes the business stakes particularly clear.
Thirty-eight percent of creators say they’re making more video than a year ago, and 65% say producing more video assets is important to achieving their goals. Yet 34% of full-time creators say they turned down a paid video opportunity in the past three months because they didn’t feel they had the skills to deliver it.
That’s a concrete cost attached to a skills gap.
And the help creators want goes well beyond generating a clip. Asked to choose up to three areas where they wanted AI assistance, the most common selections were visual effects or removing unwanted details, editing clips into a complete story, and cleaning up speech or unwanted sound.
These are production tasks. They sit between having usable material and delivering a finished video.
For a creator considering a new kind of paid project, assistance with those tasks could expand what feels achievable. It also leaves a practical question: Can they deliver consistently, including when the client asks for changes?
Creative agents show promise, with humans keeping the final say
Early users of creative agents offer some encouraging signals.
Among creators who have used an agent for creative work, 36% say it helped them finish a project that previously would have been too complex. Twenty-six percent say they could accept a type of paid project they couldn’t take before.
And 59% say agents save them time overall—even after instructions, review, refinement, and creative decisions are counted.
That last measure is particularly useful. Time saved should survive contact with the work of checking the AI.
These findings describe an early-adopter group, so they shouldn’t be treated as a forecast for every creator. But they suggest agents could help people expand the range of work they can undertake, alongside speeding up familiar tasks.
Creative authority remains a firm preference: 77% of all creators surveyed say the final creative decision should always stay with the human, even when using agents.
What to watch for at Adobe MAX
Adobe conducted the October 2026 survey with The Harris Poll, surveying more than 2,000 U.S. creators who publish digital content several times a month. The sample included emerging and full-time creators. It provides a snapshot of reported experiences and ambitions, rather than proof of financial returns.
For this week’s MAX announcements, though, it offers a grounded standard of progress.
Watch whether the tools preserve approved work during revisions, reduce the effort required to finish a video, and save time after review. Those capabilities could determine whether a creator feels ready to say yes to the next project.
An impressive first draft opens the door. The opportunity grows when creators can confidently deliver the final one.
Related reading
- Adobe Reinvents Its Entire Creative Suite With AI Co-Pilots, Custom Models, and a New Open Platform — Our MAX 2025 coverage explains the product strategy behind Adobe’s push toward conversational creative workflows.
- Adobe MAX Day 2: The Storyteller Is Still King, but AI Is Their New Superpower — A look at how creators framed the relationship between AI assistance, craft, and human creative judgment at last year’s event.
