AI Agent Operational Lift for Our Next 4 Years in Los Angeles, California
Leverage generative AI for storyboard generation and automated in-betweening to accelerate production timelines and reduce costs.
Why now
Why animation & film production operators in los angeles are moving on AI
Why AI matters at this scale
What Our Next 4 Years does
Our Next 4 Years is a Los Angeles-based animation studio founded in 2017, employing 201-500 artists and production staff. The company creates original animated content for film, television, and digital platforms, operating in the competitive heart of the entertainment industry. As a mid-sized independent studio, it balances creative ambition with operational efficiency, making it a prime candidate for AI-driven transformation.
AI opportunities for mid-sized animation studios
At this scale, studios face pressure to deliver high-quality content faster and cheaper while competing with larger players. AI offers a way to level the playing field by automating labor-intensive tasks and enhancing creative workflows. Three concrete opportunities stand out:
1. Generative AI for pre-production
Storyboarding and concept art consume weeks of artist time. Generative models like DALL-E or Stable Diffusion can produce rough storyboards from scripts in hours, allowing rapid iteration. ROI: a 40% reduction in pre-production time could save $200K+ per project, accelerating time-to-pitch and client approvals.
2. Automated animation workflows
In-betweening and lip-syncing are repetitive and costly. AI tools like Adobe Character Animator or custom models can generate intermediate frames and sync mouth movements automatically. For a studio producing a 22-minute episode, this could cut animation time by 30%, saving $150K annually and freeing artists for higher-value work.
3. AI-driven rendering and post-production
Cloud render farms with AI optimization (e.g., AWS Deadline with ML-based scheduling) can reduce compute costs by 20-30% while meeting tight deadlines. Additionally, AI-assisted color grading and upscaling streamline post-production, improving output quality without adding headcount.
Deployment risks and considerations
Mid-sized studios face unique challenges: limited IT resources, resistance from creative teams fearing job loss, and the need to maintain artistic integrity. Data security is critical when using cloud AI tools, especially for unreleased content. To mitigate, start with low-risk pilots (e.g., render optimization), involve artists in tool selection, and establish clear guidelines for AI-generated content to avoid homogenization. With a thoughtful approach, Our Next 4 Years can harness AI to boost productivity and creativity without compromising its vision.
our next 4 years at a glance
What we know about our next 4 years
AI opportunities
6 agent deployments worth exploring for our next 4 years
Automated In-Betweening
Use AI to generate intermediate frames between key poses, cutting manual drawing time by up to 50% and accelerating 2D animation production.
AI Storyboard Generation
Convert scripts into rough storyboards using generative models, enabling rapid iteration and client approvals before full production.
Voice Synthesis & Dubbing
Employ neural TTS for scratch tracks and multilingual dubbing, reducing reliance on voice actors during early stages.
Render Farm Optimization
Apply machine learning to predict render times and allocate cloud resources dynamically, lowering compute costs by 20-30%.
Predictive Audience Analytics
Analyze viewer engagement data with AI to forecast content performance and inform creative decisions for future projects.
AI-Assisted Scriptwriting
Use large language models to generate dialogue drafts and plot suggestions, speeding up writer workflows while preserving human oversight.
Frequently asked
Common questions about AI for animation & film production
What does Our Next 4 Years do?
How can AI benefit a mid-sized animation studio?
What are the risks of adopting AI in animation?
Does Our Next 4 Years currently use AI?
Which AI tools are best for animation production?
How can AI improve production speed?
Will AI replace animators?
Industry peers
Other animation & film production companies exploring AI
People also viewed
Other companies readers of our next 4 years explored
See these numbers with our next 4 years's actual operating data.
Get a private analysis with quantified savings ranges, deployment timeline, and use-case prioritization specific to our next 4 years.