Businesses are increasingly hiring creative freelancers to repair AI-generated images, writing and video rather than commission original work. Freelancers say the assignments can involve recreating designs, restructuring prose or correcting visual and technical errors, sometimes requiring as much effort as starting from scratch.
The work is providing income as traditional creative commissions become harder to find, but freelancers are divided over its value. Some find AI cleanup tedious and creatively empty, while others see it as a demanding way to turn an unusable draft into finished work.
What the cleanup work involves
Lisa, a freelance graphic designer in Spain, said her work changed after ChatGPT’s release in 2022. By 2025, she said 90% of her incoming logo and packaging requests involved cleaning up AI-generated material, accounting for 60% to 70% of her annual income. She began declining the jobs by the end of that year after clients offered low rates and some designs required complete recreation.
Todd Van Linda, a freelance illustrator in Florida, repairs visual noise, increases resolution and corrects errors such as extra toes. Nathan McConnell, a multimedia editor, has removed reflections from AI-generated real-estate videos, repaired robotic voiceovers and fixed malformed 3D models. He said one tarot-card project contained images with extra fingers and two left feet.
For Kym Dunbar, a freelance writer and editor in Australia, cleanup means removing repetitive language, awkward structures and missing emotional nuance from AI-generated books, articles and technical papers. She said she has worked on about 40 such projects since taking her first assignment in 2024.
Key points
- On Freelancer.com, listings using terms including “correct AI”, “AI hallucination” and “AI error” rose 87% to 10,760 globally between August 2025 and June 2026.
- Upwork reported a 70% year-over-year increase in AI remediation gigs.
- Fiverr searches for “AI cleanup” services grew more than 20 times between 2023 and 2026.
- A 2025 Management Science study found freelance listings exposed to automation fell 21% in the eight months after ChatGPT launched, while image-creation gigs fell 17% after AI image generators arrived.
Why freelancers are divided
Clients can underestimate the time involved, freelancers said, because they expect a first AI draft to make the final work quick and cheap. Van Linda rejected an offer of about $500 to repair 13 to 15 illustrations, saying projects can take hours or days and that his rate is $65 an hour.
McConnell ended a tarot-deck project after repairing its first 10 images because of health issues and continuing client changes. He said some material cannot be salvaged, including video with incorrect-looking physics or animation that appears to reuse another creator’s work without permission.
Dunbar finds the editing challenging and satisfying, but said original writing opportunities have dwindled and her monthly earnings from original content have fallen to roughly one-third of her pandemic-era level. Lisa said she now focuses on human-made designs, although she still occasionally accepts cleanup work for clients who approach her after poor results from AI.
How long will the work last?
Freelancers disagree about whether AI cleanup will remain a viable source of income. Dunbar believes much of the work humanizing AI could dry up within five to 10 years as models improve. McConnell argues that people will still be needed to catch mistakes that an untrained user might miss, including logos that breach brand guidelines and objects that appear or disappear in video.
Van Linda stopped taking AI cleanup assignments late last year and said some clients dissatisfied with AI have sought original, hand-drawn work instead. Lisa has returned to physical art, including canvases and watercolors, while preparing for the possibility that AI could handle logo and packaging design as well as she can within another year or two.
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