Archive of Author | Danny Ratcliff

About Danny Ratcliff

I have a history throughout my career of championing new technology for content creation and workflow at all levels. For the last 4 years this has involved developing deep understanding of AI/ML/CV while at Amazon and Mirriad. Most recently Generative Imaging, Video and Audio, which I used to create the short AI film "Constant". At Mirriad, I lead end-to-end creative operations across major media partners and brand clients, working directly with C-suite leadership to align product roadmaps with innovative production workflows. By introducing agile, scalable team structures, we dramatically improved efficiency while reducing overhead by 40%. During my time at Amazon, I transformed VFX production by transitioning operations offshore, increasing output by 500% and developing a strategic roadmap that achieved 50x Year-on-Year scale. I partnered with scientists and engineers to define requirements for proprietary ML/AI/CV solutions while ensuring seamless delivery for major brand clients. At Hearst, I built a scalable agency model while running in-house production facilities across 5 studios with 70 video professionals. By pioneering early adoption of Adobe MOGRT templates, we increased process efficiency by 1500% while maintaining creative consistency.

I have a history throughout my career of championing new technology for content creation and workflow at all levels. For the last 4 years this has involved developing deep understanding of AI/ML/CV while at Amazon and Mirriad. Most recently Generative Imaging, Video and Audio, which I used to create the short AI film “Constant”.

At Mirriad, I lead end-to-end creative operations across major media partners and brand clients, working directly with C-suite leadership to align product roadmaps with innovative production workflows. By introducing agile, scalable team structures, we dramatically improved efficiency while reducing overhead by 40%.

During my time at Amazon, I transformed VFX production by transitioning operations offshore, increasing output by 500% and developing a strategic roadmap that achieved 50x Year-on-Year scale. I partnered with scientists and engineers to define requirements for proprietary ML/AI/CV solutions while ensuring seamless delivery for major brand clients.

At Hearst, I built a scalable agency model while running in-house production facilities across 5 studios with 70 video professionals. By pioneering early adoption of Adobe MOGRT templates, we increased process efficiency by 1500% while maintaining creative consistency.

Articles with Danny Ratcliff

Constant

‘Constant’, an AI film by Danny Ratcliff, follows Bailee from childhood through motherhood, chronicling her lifelong relationship with an AI companion. Beginning with Bailee’s birth in 2023. The narrative explores how trust with artificial intelligence, established early and nurtured over time, can become a cornerstone relationship. While some in our culture remain skeptical of AI technology, Bailee’s story represents what’s possible when a relationship is built on genuine partnership rather than fear of technology. The film culminates with Bailee introducing her five-year-old daughter Natasha to her AI companion, passing down the same trust that shaped her own life.