CoreWeave Expands Conductor Beyond VFX Rendering Into AI Training and Inference
CoreWeave has released a redesigned version of Conductor, its cloud platform for 3D and VFX rendering, that now handles training and inference of LoRA (Low Rank Adaptation) models for visual AI. The expanded service is in open beta for image generation, according to the company.
- CoreWeave has redesigned Conductor to support LoRA training and inference on visual AI models, beyond VFX rendering.
- The expanded Conductor is in open beta for image generation; video models and other cloud infrastructures are coming soon.
- Developers will get APIs to integrate training and inference into their own asset management and artist tools.
- Conductor won a 2026 Lumiere award from the Advanced Imaging Society for excellence in Production Technologies.
- CoreWeave claims costs up to 34% below AWS for broadcasters.
From rendering to LoRA training and inference
CoreWeave acquired Conductor Technologies in 2023, along with the multi-cloud SaaS platform the company built to render 3D and VFX for movies, TV, advertising and gaming. The new version goes beyond rendering. It initially supports training and inference of LoRA on a range of visual AI models.
CoreWeave says creative, marketing and branding teams struggle with AI asset creation for three reasons: a large number of rapidly changing models, insecure workflows that often rely on third-party websites where critical IP and brand assets must be uploaded, and a lack of integration with asset management systems.
According to the company, teams using Conductor can securely store brand assets, generate model customizations, compare AI models and then run inference to produce new images and videos that align with their brands. CoreWeave says this happens without tying up local machines or requiring users to handle cloud orchestration.
Availability and developer access
The expanded Conductor, running on CoreWeave, is available in open beta at ai.conductortech.com for image generation. Support for video models and other cloud infrastructures is described as coming soon.
CoreWeave says the LoRA-centric version keeps the artist-level tools, pay-as-you-go pricing and cloud scaling associated with Conductor. It also lets users create, store and deploy hundreds of custom AI trainings across their asset catalogs. Developers will get APIs to integrate Conductor training and inference into their own asset management systems, workflows or artist tools.
Monique Bradshaw, Head of Product for Media and Entertainment at CoreWeave, said the company aims to be "the preferred cloud to help our clients navigate the changing business and technology landscapes while managing their costs."
Award and industry groups
CoreWeave also said the Advanced Imaging Society recognized Conductor with a 2026 Lumiere award for excellence in Production Technologies. The ceremony took place in Beverly Hills, CA. Society President Jim Chabin cited the product suite's role in moving visual FX rendering to the cloud and "delivering over 50 million photo-real video frames using 2 billion hours of cloud compute for VFX artists worldwide."
The company lists several industry bodies it takes part in. It is a founding member of the Sports Video Group's new AI Innovation Lab, which will lead next-generation broadcast workflows. It also works with the MovieLabs Industry Forum, the Advanced Imaging Society, the Academy Software Foundation and the Trusted Partner Network.
Cost claims and what comes next
CoreWeave argues that its AI cloud, AI Object Storage, zero-fee egress and cross-region cloud give broadcasters more modern compute and faster storage, with less cost unpredictability. The company claims operating costs up to 34% below AWS. This figure comes from CoreWeave itself.
For creative and marketing teams, the update offers a single environment for storing brand assets, customizing models and generating images, with video support still to come. CoreWeave's Media & Entertainment team plans to show live demonstrations of Conductor's new AI capabilities at the NAB Show in Las Vegas from 17th to 21st April 2026. Meetings can be requested at [email protected].
