Summary:
1. CTGT, a startup focusing on trustworthy AI through feature-level customization, won the Best Presentation Style award at VB Transform 2025.
2. CTGT’s technology allows for direct modification of AI model features to overcome trust barriers in enterprises.
3. The company’s approach is based on research by founder Cyril Gorlla, offering mathematically verifiable interpretability capabilities and real-world applications in email compliance and brand alignment.
Article:
CTGT, a San Francisco-based startup, made waves at VB Transform 2025 by winning the Best Presentation Style award. Founded by Cyril Gorlla, the company is dedicated to making AI more trustworthy through feature-level model customization. Gorlla highlighted the “AI Doom Loop” faced by many enterprises during his presentation, emphasizing the need for overcoming trust barriers in AI implementation.
Unlike conventional AI customization techniques, CTGT’s approach focuses on understanding and intervening at the feature level of AI models. Gorlla’s research, which led to a paper presented at the International Conference on Learning Representations (ICLR), showcased a method for training AI models up to 500 times faster while maintaining high accuracy levels. This innovative approach eliminates the need for secondary AI systems for monitoring and significantly reduces computational requirements.
During the presentation, Gorlla demonstrated real-world applications of CTGT’s technology, including email compliance workflows and brand alignment tools deployed at a Fortune 20 financial institution. The company’s technology allows for dynamic modification of specific latent variables in AI models at inference time, without the need for retraining. This approach enables companies to customize model behavior on the fly, enhancing efficiency and reliability.
CTGT’s technology has already shown promising results, with early customers reporting significant improvements in chatbot accuracy and model performance. The company’s ability to reduce hallucinations by 80-90% and ensure AI deployments with 99.9% reliability is particularly valuable for enterprises in regulated industries like healthcare and finance.
Gorlla’s journey from Hyderabad to Silicon Valley is a testament to his dedication to AI research and innovation. With notable investors like Mark Cuban and a recent seed funding round led by Gradient, CTGT is poised for a bright future in revolutionizing AI customization and trustworthiness. As the industry grapples with scaling AI within current computing limits, CTGT’s technology offers a timely solution for enterprises seeking to break through the barriers of traditional AI methods. Summary:
1. CTGT technology removes limits for companies to scale AI deployments on devices like smartphones.
2. The company focuses on foundational AI understanding to cope with inefficiency and complex model decisions.
3. Finalists presented their innovations to industry decision-makers and received feedback from venture capital judges.
Article:
In the rapidly evolving landscape of artificial intelligence, CTGT is paving the way for companies to scale their AI deployments without limits. By enabling advanced AI models to run on devices like smartphones, CTGT is revolutionizing the way large enterprises approach high-stakes AI projects. With AI model size surpassing Moore’s Law and the emergence of AI training chips, CTGT’s technology is becoming increasingly critical for the success of complex AI deployments.
One of the key focuses of CTGT is to establish a foundational understanding of AI that can effectively handle inefficiency and make complex model decisions. This approach sets CTGT apart in the AI industry, as it addresses the challenges posed by the rapid growth and complexity of AI models. By refining their platform and expanding their engineering team with the recent seed funding, CTGT is poised to make significant strides in advancing AI technology.
Recently, CTGT and other innovative companies presented their groundbreaking solutions to an audience of industry decision-makers. The finalists received valuable feedback from a panel of venture capital judges from prominent firms like Salesforce Ventures, Menlo Ventures, and Amex Ventures. This recognition underscores the impact and potential of CTGT’s technology in shaping the future of AI deployments.
In addition to CTGT, other finalists like Catio and Solo.io showcased their innovative AI solutions, highlighting the diverse range of advancements in the industry. Companies like Kumo, Superduper.io, Sutro, and Qdrant also presented their cutting-edge technologies, showcasing the vibrant ecosystem of AI innovation.
As the AI landscape continues to evolve, events like VB Transform 2026 provide a platform for industry leaders to come together and explore the latest trends and advancements in AI technology. Early bird registration for VB Transform 2026 is now open, offering an opportunity to be at the forefront of AI ambition and operational reality. Don’t miss out on the chance to be part of this transformative event – reserve your spot today.
