yo, i totally feel u on the burnout. honestly, i remember spending like three days straight frame-by-frame masking out a rogue water bottle in a "high-end" short film a few years back... literally soul-crushing work lol. but yeah, it basically forced me to find better ways to handle the tedious stuff without losing my mind.

since youre already in Resolve, i highkey recommend sticking with Blackmagic Design DaVinci Resolve Studio 19. the 'Magic Mask' and 'Object Removal' tools in the paid version are actually legit pro-grade. i mean, it’s not always one-click perfect, but it gets u 90% of the way there. for audio, i was skeptical but Waves Clarity Vx is lowkey a lifesaver for cleaning up noisy dialogue without making it sound like a robot. it’s way more cost-effective than some of the crazy expensive suites out there.

for the transcript side, i still find Adobe Premiere Pro's native text-based editing to be the most stable for long-form stuff. it’s way better than it used to be and keeps everything in your timeline. just be careful with some of the trendy browser-based AI tools... i’ve found the compression can mess with high-end 10-bit footage sometimes which is a nightmare to explain to clients!! basically, i’d suggest staying inside your NLE as much as possible to keep the workflow clean. gl! 👍

sooo i totally get the struggle... basically, the big divide between 'toy' AI and professional tools is temporal consistency. if the pixels jitter between frames, high-end clients are gonna reject it immediately. most browser-based stuff just isnt there yet for vfx-heavy work. honestly, it’s all about using AI to assist the tracking data rather than replacing it entirely.

for your situation, i would suggest looking into Boris FX Mocha Pro 2024. it’s the industry standard for a reason. its PowerMesh feature is incredible for object removal on non-rigid surfaces—like removing a logo from a waving flag or a wrinkle on a shirt. it tracks the 'organic' movement in a way that regular mask-tracking just cant.

if you want to speed up the 'intelligent cuts' part of your workflow, Autopod is a game changer for Premiere Pro users. it uses AI to automate multi-cam editing and jump-cut sequences based on the transcript and audio frequency. it’s not just a gimmick; it actually understands when to switch angles based on who's talking, which saves hours of mindless clicking. also, for audio, i still swear by iZotope RX 11 Standard. its Spectral Repair is basically magic for cleaning up messy location sound without making it sound robotic.

TL;DR: Focus on plugins that integrate with your NLE, like Boris FX Mocha Pro 2024 for vfx or Autopod for cutting, to keep things professional and consistent.

gl with the projects! peace

> basically, the big divide between 'toy' AI and professional tools is temporal consistency.

Totally agree! Avoid cloud tools for object removal tho. They ruin frame consistency. Local processing is better for a DIY workflow cuz it handles metadata and bitrates properly ngl.

Solid advice 👍

bump

This ^

Curious about one thing: before I share some data, can you clarify what your typical delivery specs look like? Like, are you doing high-bitrate broadcast masters or mostly fast-turnaround social content?

To give some context, the market research shows a clear split right now between cloud-based "creator" tools and local, GPU-accelerated "pipeline" tools. This matters because "pro-grade" usually comes down to temporal consistency—basically making sure the AI work doesn't jitter between frames. I think a lot of the newer startups still struggle with 10-bit color metadata and high-fidelity exports. Iirc, some legacy brands are catching up, but their implementations can feel a bit clunky compared to the newer, more agile web tools. Ngl, I'm pretty satisfied with how the market is evolving, but I don't wanna suggest "toys" if you're doing cinema-grade work. It realy depends on the workload... lmk! peace

> I’m looking for something more robust for high-end client projects. Ok so, one thing I noticed is that everyone talks about the software but forgets the actual hardware benchmarks. If you're doing high-end work, the pro label usually just means it requires a massive amount of VRAM to maintain consistency across frames. Idk what your current setup is, but I've been getting some crazy good results with Topaz Video AI for upscaling and motion stabilization lately. It is basically a different league compared to the web-based stuff, but it will absolutely cook your GPU. Here is what I usually look for when testing new AI tools for my pipeline:

• Dedicated VRAM usage (you really want 12GB minimum for 4K work)
• Support for Tensor cores to actually speed up the processing
• Local caching so you dont have to re-render the AI pass every time you move a clip on the timeline But yeah, definitely test a small chunk first. I've wasted hours before realizing a model was adding weird artifacts to the shadows because the GPU was overheating or throttling. Performance is everything when you have a client deadline breathing down your neck.

I've spent way too much time debugging why an AI-processed clip wont relink in my final master, so I totally get the compatibility anxiety. For the cutting part, I've compared Autopod and TimeBolt to see how they fit into a pro pipeline.

• Autopod: Since it is a Premiere plugin, it keeps everything in the timeline. The pros are obvious for organization, but the con is that it can reallyy lag your project if you have a lot of nested sequences. I've also seen it get confused by variable frame rate footage from phones if your not using constant frame rate proxies.
• TimeBolt: This is a standalone tool. Its much more stable because it isnt fighting Premiere for RAM. The downside is the round-trip; you have to export an XML and then import it back. If your project has complex audio routing or specific metadata tags, those sometimes get stripped out during the jump back and forth. Honestly, the biggest technical hurdle is finding tools that respect 10-bit color and dont just spit out an 8-bit h.264 file that ruins your grade. Most of these cutting AI tools are built for social media creators, so they dont always handle the high-end metadata we need for professional delivery. It has been a bit of a struggle finding that perfect balance between automation and file integrity.

Works great for me

Good to know!

Finally someone says it. Ive been thinking this for a while but wasnt sure.