The fragmentation in AI workflows usually kills the creative flow because you spend more time managing tabs than actually designing. Consolidation is definitely the move but the real hurdle is maintaining high quality across so many different specialized models. Do you find that users are sticking to one specific toolkit or are they actually using the full multi-tool workflow?
Nice insights! I tried something similar and my experience was that [short experience]. Your approach seems more refined though.
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We kept switching between 5+ AI tools to finish a single creative project — one for text-to-image, another for upscaling, another for headshots, another for restoring old photos. It was expensive, fragmented, and exhaust
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The fragmentation in AI workflows usually kills the creative flow because you spend more time managing tabs than actually designing. Consolidation is definitely the move but the real hurdle is maintaining high quality across so many different specialized models. Do you find that users are sticking to one specific toolkit or are they actually using the full multi-tool workflow?
Nice insights! I tried something similar and my experience was that [short experience]. Your approach seems more refined though.