AI Dialogue Tools: Workflow Changes for Post-Production Supervisors?

Hey everyone,

As a Post-Production Supervisor, I'm genuinely curious about how recent advancements in AI-powered dialogue tools are affecting your workflows, especially concerning 'cleaning' and 'matching.'

I'm currently wrangling dialogue for a drama shot on an ALEXA Mini, often with MKH 50s, but we had a few tricky outdoor scenes using an MKH 416 that are proving difficult to match across takes. Traditionally, I've leaned heavily on Izotope RX for denoising, de-reverb, and some basic level matching, then handed it off to the sound team. However, I'm hearing more about AI tools that promise faster, more seamless continuity.

My question is: Are you integrating these newer AI tools more into your initial stages? Are they replacing or augmenting your use of established denoisers like RX? And most importantly, how are these tools impacting your overall strategy for dialogue continuity, especially with varied recording environments?