AI Impact on VFX and 3D: CG Producer Reveals Future Opportunities

AI Impact on VFX and 3D: CG Producer Reveals Future Opportunities

In this exclusive interview, we sit down with Vibhor Tyagi, a seasoned CG Producer with over a decade of experience in the VFX and animation industry. As the author of “The Producer’s Playbook: Navigating CG VFX and ICVFX Production” and a Producer at Assemblage Entertainment, Vibhor brings a wealth of knowledge and insights into the rapidly evolving world of visual effects. His expertise in managing resources, schedules, and budgets, combined with his passion for creating immersive visual experiences, positions him as a thought leader in the industry. In our conversation, Vibhor shares his perspectives on the role of AI in VFX and 3D jobs, discussing the potential threats and opportunities it presents, and offers valuable advice for aspiring professionals navigating this transformative landscape.

Interview with CG Producer: The Future of VFX and 3D Jobs in the Age of AI – Threat or Opportunity

    Vibhor Tyagi:

    With over a decade of experience in the VFX and animation industry, and a Author of book “The Producer’s Playbook: Navigating CG VFX and ICVFX Production,” and  I currently serve as a Producer at Assemblage Entertainment, a leading VFX studio known for delivering high-quality visual effects for various media. My passion lies in creating immersive and engaging experiences that push the boundaries of visual storytelling.

    In my role, I am responsible for managing resources, schedules, and budgets across all project departments, ensuring that our deliverables meet high standards of quality and are delivered on time. I serve as the primary liaison between the production team and senior management, as well as our clients and external partners. Additionally, I lead and mentor a team of junior production staff, fostering a culture of collaboration and support.

    My expertise in modeling and animation, combined with a strong grasp of the latest industry trends and technologies, enables me to drive innovation and excellence in every project. Through my role, I am dedicated to delivering high-quality results and advancing the capabilities of our studio in the competitive VFX landscape.

    Previously, I was a Producer at Green Rain Studios, where I utilized Unreal Engine to educate and empower Asia’s creative technology talent pool. This experience has deepened my appreciation for the power and potential of Unreal Engine in various domains and applications.

    Understanding AI in VFX and 3D

      Vibhor Tyagi:

      AI is revolutionizing the VFX and 3D industry by significantly enhancing productivity and creativity. As a tool, AI helps streamline various processes, allowing artists to focus more on the creative aspects of their work. For instance, AI can automate time-consuming tasks such as rotoscoping, motion capture, and image enhancement, which speeds up the production pipeline and reduces costs.

      Moreover, AI-driven algorithms can assist in generating realistic textures, lighting effects, and simulations, leading to more lifelike and immersive visual experiences. These advancements not only improve the quality of the output but also enable artists to experiment and innovate without being bogged down by repetitive tasks.

      In addition, AI can facilitate more efficient collaboration by providing real-time feedback and suggestions, helping teams to iterate faster and achieve their creative vision more effectively. Overall, I see AI as a powerful ally that empowers artists, enhances productivity, and drives the industry towards new heights of creativity and innovation.

        Vibhor Tyagi:

        In recent years, several significant advancements in AI have profoundly impacted my work in the VFX and 3D industry. Some of the most notable include:

        • Automated Rotoscoping and Compositing: AI-driven tools for rotoscoping and compositing have drastically reduced the time and effort required for these labor-intensive tasks. This automation allows us to allocate more resources to creative elements, enhancing overall project quality.
        • AI-Enhanced Motion Capture: Advances in AI have improved motion capture technology, making it more accurate and accessible. AI algorithms can now refine and enhance motion capture data, leading to more realistic and fluid character animations without the need for extensive manual adjustments.
        • Procedural Content Generation: AI-powered procedural generation has revolutionized the creation of environments, textures, and assets. Tools leveraging AI can generate highly detailed and complex scenes automatically, providing a solid foundation for further artistic refinement and saving countless hours in the production process.
        • Real-Time Rendering and Upscaling: AI has significantly boosted real-time rendering capabilities, particularly through techniques like AI-driven denoising and upscaling. This enables us to achieve high-quality visuals in real-time, facilitating more efficient workflows and quicker iterations during the creative process.
        • Intelligent Asset Management: AI-driven asset management systems have improved the organization, retrieval, and reuse of assets across projects. These systems can automatically tag and categorize assets, making it easier to find and repurpose existing elements, thereby enhancing productivity and consistency.

        These advancements have not only streamlined our workflows but also opened up new creative possibilities, allowing us to push the boundaries of what can be achieved in VFX and 3D production. AI continues to be a transformative force, driving innovation and efficiency in the industry.

        Impact on Jobs

          Vibhor Tyagi:

          I believe AI does not pose a threat to job security in the VFX and 3D industry; rather, it acts as a valuable tool that enhances our capabilities and efficiency. While AI can automate certain repetitive and labor-intensive tasks, it cannot replace the creative and artistic skills that are at the heart of VFX and 3D work.

          AI’s ability to handle mundane tasks allows artists and technicians to focus more on the creative aspects of their projects, leading to higher quality and more innovative outcomes. Instead of reducing job opportunities, AI creates new roles and demands for professionals who can work alongside these advanced technologies, leveraging them to push the boundaries of visual storytelling.

          Moreover, the integration of AI into our workflows requires skilled personnel to develop, implement, and manage these technologies. This necessity leads to the evolution of current roles and the emergence of new specializations within the industry.

          In essence, AI is a powerful tool that, when embraced, can enhance productivity, foster innovation, and expand the creative potential of artists. It complements our work and opens up new possibilities, ensuring that human creativity and expertise remain indispensable in the VFX and 3D industry.

            Vibhor Tyagi:

            AI has the potential to automate several specific tasks and roles within the VFX and 3D industry, enhancing efficiency and allowing artists to focus on more creative aspects. Some examples include:

            • Rotoscoping: Traditionally a time-consuming and labor-intensive process, rotoscoping involves manually tracing over footage to create masks for compositing. AI-driven tools can now automate this task, significantly speeding up the process and improving accuracy.
            • Matchmoving: This process involves tracking the movement of a camera within live-action footage to allow the integration of 3D elements. AI algorithms can now handle matchmoving more efficiently, reducing the need for manual intervention and ensuring more precise results.
            • Image and Video Cleanup: Tasks such as removing unwanted objects, wires, or blemishes from footage can be automated using AI. These tools can intelligently analyze and clean up images and videos, saving artists a considerable amount of time.
            • Procedural Generation: Creating complex environments, textures, and assets can be streamlined using AI-driven procedural generation tools. These tools can automatically generate detailed and realistic elements, providing a solid foundation for further artistic refinement.
            • Facial Animation and Motion Capture Cleanup: AI can enhance and refine motion capture data, particularly for facial animation, by automating the cleanup and smoothing of captured movements. This results in more natural and realistic animations with less manual adjustment required.
            • Upscaling and Denoising: AI-powered upscaling and denoising tools can improve the quality of rendered images and videos. These tools can enhance resolution and reduce noise in real-time, allowing for faster and more efficient rendering processes.

            While AI can automate these tasks, it ultimately serves to assist artists and technicians, enabling them to focus on more creative and complex aspects of their work. By handling repetitive and technical tasks, AI frees up valuable time and resources, driving innovation and enhancing the overall quality of VFX and 3D projects.

              Vibhor Tyagi:

              While AI has made remarkable strides in automating various tasks within the VFX and 3D industry, there are certain aspects that it will never be able to fully replicate:

              • Creative Vision and Artistic Judgment: The essence of VFX and 3D work lies in the creative vision and artistic judgment of the artists. AI can assist with technical execution, but it cannot replace the unique perspectives, creativity, and intuitive decision-making that human artists bring to their work.
              • Storytelling and Emotional Impact: Crafting a compelling narrative and evoking emotions through visual effects and animation require a deep understanding of human experiences and emotions. AI lacks the ability to comprehend and convey the nuanced emotional storytelling that human artists can achieve.
              • Innovation and Conceptualization: Generating innovative ideas and conceptualizing original content are inherently human activities. While AI can aid in the execution of these ideas, the initial spark of creativity and the ability to think outside the box are traits that are uniquely human.
              • Cultural Sensitivity and Context: Understanding and incorporating cultural nuances and context into VFX and 3D work is essential for creating authentic and relatable content. AI, with its lack of true cultural awareness and context, cannot match the depth of understanding that human artists possess.
              • Collaboration and Communication: The collaborative nature of VFX and 3D projects involves dynamic interactions, brainstorming sessions, and effective communication among team members. AI tools can facilitate collaboration but cannot replicate the interpersonal skills and adaptive communication required for successful teamwork.
              • Ethical and Moral Decision-Making: Decisions related to the ethical and moral implications of content creation often require a human touch. AI lacks the ability to navigate complex ethical considerations and make value-based judgments that align with societal norms and values.

              In summary, while AI can greatly enhance productivity and technical execution, it will never fully replicate the human elements of creativity, emotional intelligence, cultural sensitivity, and ethical decision-making that are fundamental to the VFX and 3D industry. These aspects ensure that human artists will always play a central role in the creation and innovation of visual storytelling.

              Empowerment and Upliftment

                Vibhor Tyagi:

                AI has the potential to greatly empower VFX and 3D artists, enhancing their capabilities and enabling them to focus on the more creative and innovative aspects of their work. Here are some ways AI can serve as a powerful ally to artists:

                • Streamlining Repetitive Tasks: AI can automate labor-intensive and repetitive tasks such as rotoscoping, matchmoving, and image cleanup. By taking over these time-consuming processes, AI allows artists to dedicate more time to creative exploration and refinement.
                • Enhancing Creativity: AI-driven tools can assist artists in generating new ideas and visual concepts. For example, procedural generation algorithms can create complex textures, environments, and assets, providing artists with a rich foundation to build upon and customize according to their creative vision.
                • Improving Workflow Efficiency: AI can optimize various aspects of the production pipeline, from real-time rendering and upscaling to intelligent asset management. These enhancements lead to faster turnaround times and more efficient workflows, enabling artists to iterate quickly and refine their work with greater ease.
                • Providing Real-Time Feedback: AI-powered tools can offer real-time suggestions and corrections during the creative process. This immediate feedback helps artists make informed decisions and achieve their desired outcomes more effectively, reducing the need for extensive revisions.
                • Facilitating Collaboration: AI can enhance collaborative efforts by providing shared platforms and tools that streamline communication and coordination among team members. This ensures that artists can work together more seamlessly, sharing ideas and assets efficiently.
                • Expanding Skill Sets: As AI technology evolves, it introduces new tools and techniques that artists can learn and incorporate into their skill sets. This continuous learning and adaptation help artists stay at the forefront of industry developments and enhance their versatility.
                • Enhancing Realism and Detail: AI can assist in creating more realistic and detailed visual effects by handling complex simulations and enhancements. For instance, AI-driven algorithms can improve lighting, shading, and texture details, resulting in more lifelike and immersive visual experiences.

                By augmenting their workflows and providing powerful new tools, AI empowers VFX and 3D artists to push the boundaries of their creativity and achieve higher levels of excellence in their work. Rather than replacing human talent, AI acts as a catalyst for innovation, enabling artists to bring their visions to life with greater efficiency and precision.

                  Vibhor Tyagi:

                  As I have mentioned before, AI can significantly enhance both creativity and efficiency in VFX and 3D projects by streamlining workflows and providing innovative tools that empower artists. Here are some specific ways AI can achieve this:

                  • Automating Repetitive Tasks: AI can take over labor-intensive and monotonous tasks such as rotoscoping, matchmoving, and image cleanup. By automating these processes, artists can save considerable time and effort, allowing them to focus more on creative and complex aspects of their projects.
                  • Procedural Content Generation: AI-driven procedural generation can create detailed textures, environments, and assets automatically. This not only speeds up the creation process but also provides artists with high-quality elements that they can further customize and enhance, thereby expanding their creative possibilities.
                  • Real-Time Rendering and Feedback: AI-powered tools enable real-time rendering, denoising, and upscaling, allowing artists to see the results of their work immediately. Real-time feedback helps artists make quick adjustments and improvements, fostering a more efficient iterative process.
                  • Enhanced Collaboration: AI can facilitate smoother collaboration by providing intelligent asset management and version control systems. These systems ensure that team members can easily share and access assets, maintain consistency, and coordinate their efforts more effectively.
                  • Improving Motion Capture and Animation: AI enhances motion capture by refining and cleaning up raw data, leading to more accurate and realistic animations. This reduces the need for extensive manual corrections and allows animators to achieve high-quality results more efficiently.
                  • Expanding Creative Horizons: AI tools can inspire artists by suggesting new ideas, styles, and techniques. For example, AI can analyze existing artwork and propose innovative variations or enhancements, helping artists explore new creative directions and push the boundaries of their work.
                  • Optimizing Resource Allocation: AI can analyze project requirements and workflows to optimize resource allocation, ensuring that time and effort are invested where they are most needed. This leads to more efficient project management and helps deliver high-quality results within deadlines.

                    Vibhor Tyagi:

                    One personal experience where has been incredibly helpful was when our team used their AI-powered tool for project management. The tool automated task assignments based on each team member’s strengths and availability. It also provided real-time progress tracking and predictive analytics for project deadlines. This not only streamlined our workflow but also significantly improved our project completion times and overall efficiency.’s ability to quickly analyze data and make informed suggestions allowed us to focus more on the creative and strategic aspects of our work, leading to better results and higher team satisfaction.

                    Future Outlook

                      Vibhor Tyagi:

                      In an AI-driven future, VFX and 3D artists will need to hone a combination of technical expertise and creative skills to remain relevant. Essential skills include:

                      • Adaptability: Artists must be willing to learn and adapt to new AI-driven tools and technologies as they emerge.
                      • Strong Artistic Foundation: A solid understanding of fundamental artistic principles such as composition, lighting, and color theory will remain essential.
                      • Technical Proficiency: Proficiency in software and tools used in VFX and 3D production, along with a willingness to learn AI-driven tools, is crucial.
                      • Problem-Solving Skills: The ability to creatively solve complex challenges and troubleshoot issues in AI-driven workflows will be highly valued.
                      • Collaboration: Effective collaboration and communication skills will be essential for working alongside AI tools and with interdisciplinary teams.
                      • Continuous Learning: Artists should be committed to lifelong learning to stay updated on advancements in AI and their applications in the industry.
                      • Creative Thinking: Artists who can think outside the box and push the boundaries of traditional techniques will thrive in an AI-driven future.

                      Overall, artists who can blend technical proficiency with creativity, adaptability, and collaboration will be well-positioned to succeed in the evolving landscape of VFX and 3D production

                        Vibhor Tyagi:

                        Educational institutions should adapt their curricula by:

                        • Integrating AI Training: Including courses or modules focused on AI applications in VFX and 3D production.
                        • Emphasizing Creative Problem-Solving: Teaching students to leverage AI tools creatively to solve complex challenges.
                        • Offering Hands-On Experience: Providing opportunities for students to work with AI-driven software and tools in real-world projects.
                        • Fostering Collaboration: Encouraging interdisciplinary collaboration to simulate industry-like environments where AI is used alongside artistic skills.
                        • Updating Curriculum Regularly: Ensuring that curricula remain up-to-date with the latest advancements in AI technology and industry trends.

                          Vibhor Tyagi:

                          In the next 5-10 years, the VFX and 3D industry is poised for significant transformation with the widespread adoption of AI technologies. Automation powered by AI will revolutionize production pipelines, leading to increased efficiency and cost-effectiveness. This automation will free up artists to focus more on creativity, pushing the boundaries of visual storytelling. As AI tools become more advanced and accessible, artists will leverage them to explore new techniques and achieve unprecedented levels of realism in their work. Alongside these changes, we can expect to see the emergence of new job roles and skill requirements, as professionals adapt to the evolving landscape shaped by AI. Overall, AI technologies will democratize the VFX and 3D industry, making high-quality content creation more accessible to a broader range of artists while driving innovation and pushing the boundaries of what’s possible in visual effects and animation.

                          Ethical and Creative Considerations

                            Vibhor Tyagi:

                            When implementing AI in creative fields like VFX and 3D, several ethical considerations should be taken into account:

                            • Bias and Diversity: AI algorithms can reflect the biases present in their training data. It’s essential to ensure diversity and inclusivity in the datasets used to train AI models to prevent perpetuating stereotypes or marginalizing certain groups.
                            • Intellectual Property: AI-generated content raises questions about intellectual property rights. Clear guidelines and regulations should be established to determine ownership and copyright of AI-generated work.
                            • Transparency and Accountability: AI algorithms can be opaque, making it challenging to understand how decisions are made. Ensuring transparency in AI systems and holding creators accountable for their outputs is essential to maintain trust and integrity.
                            • Privacy and Data Security: AI often relies on vast amounts of data, raising concerns about privacy and data security. Artists and organizations must prioritize protecting user data and ensuring compliance with relevant regulations, such as GDPR.
                            • Job Displacement: While AI can enhance productivity, there are concerns about job displacement in creative fields. Efforts should be made to reskill and upskill workers affected by automation and ensure a smooth transition to AI-driven workflows.
                            • Authenticity and Manipulation: AI tools can create highly realistic and convincing content, raising concerns about authenticity and the potential for misinformation or manipulation. It’s crucial to establish guidelines and ethical standards for the use of AI-generated content in media and entertainment.
                            • Human Oversight and Control: AI should augment rather than replace human creativity and judgment. Human oversight is necessary to ensure that AI-driven processes align with ethical principles and artistic integrity.

                              Vibhor Tyagi:

                              AI is poised to revolutionize the creative process in VFX and 3D work by introducing new tools, techniques, and efficiencies. By automating repetitive tasks such as rotoscoping, image cleanup, and procedural content generation, AI allows artists to allocate more time and energy to the creative aspects of their work. Additionally, AI-driven algorithms can provide real-time feedback and suggestions, helping artists make informed decisions and iterate more efficiently. With AI-powered tools for motion capture, rendering, and animation, artists can achieve higher levels of realism and detail in their projects. Furthermore, AI enables exploration of new creative possibilities by suggesting innovative ideas, styles, and visual concepts. Ultimately, AI enhances the creative process by streamlining workflows, providing new avenues for experimentation, and empowering artists to push the boundaries of visual storytelling in VFX and 3D.

                              Closing Thoughts

                                Vibhor Tyagi:

                                My advice to current and aspiring VFX and 3D professionals about adapting to technological changes, particularly AI, is to embrace innovation with open arms and a curious mind. Stay informed about the latest advancements in AI technology and be proactive about integrating new tools and techniques into your workflow. Remember, AI is here to assist, not replace, your creative genius! So, don’t be afraid to experiment, explore, and push the boundaries of what’s possible. And hey, if all else fails, just remember that even the most sophisticated AI still can’t appreciate a good joke like a human can, so keep your sense of humor intact as you navigate the ever-evolving landscape of VFX and 3D!

                                  Vibhor Tyagi:

                                  One important aspect to highlight about the intersection of AI and the VFX/3D industry is the potential for collaboration and interdisciplinary innovation. As AI technologies continue to advance, there are opportunities for collaboration between AI researchers, software developers, and creative professionals to develop new tools and workflows that enhance the capabilities of both AI and human artists. By fostering collaboration and knowledge sharing across disciplines, we can unlock new possibilities for creativity, efficiency, and artistic expression in the VFX and 3D industry. Additionally, it’s essential to prioritize ethical considerations and ensure that AI-driven innovations are used responsibly and in alignment with ethical principles. Overall, the intersection of AI and the VFX/3D industry presents exciting opportunities for innovation and growth, and by working together, we can harness the full potential of AI to push the boundaries of visual storytelling and create immersive, captivating experiences for audiences worldwide.

                                  Ritto: Thank you so much for your time and for sharing your invaluable insights with us today, Vibhor.

                                  Vibhor Tyagi: Thank you so much for inviting me. It was a pleasure to have this conversation and discuss the exciting future of VFX and 3D in the age of AI.

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