I have a batch of standard-definition recordings captured live that now need to sit seamlessly beside modern HD assets in a high-stakes professional presentation. To pull this off, every clip must be upscaled in real time—or as close as technically possible—to at least 4k while achieving three specific improvements: sharper overall clarity, accurate and vibrant color, and noticeable noise reduction. The workflow may use any proven AI engine (Topaz Video AI, Real-ESRGAN, similar TensorRT/FFmpeg pipelines, or your own custom model) as long as the latency stays low enough for live review and the visual upgrades hold up on a large projection screen. I will supply short test segments first; once quality is approved, you’ll process the full set and provide the final encoded files plus a repeatable script or project file so my team can rerun the process in the future. Deliverables • Upscaled master files (ProRes or high-bitrate H.264/H.265, your recommendation) • Companion script/workflow with clear setup notes • Quick reference showing how each enhancement target—clarity, color, and noise—was achieved I’m ready to begin as soon as I see a sample frame or short proof clip that demonstrates your pipeline’s results.