CTGT YC 申请

Fall 2024Active

CTGT 在 Fall 2024 批次的 Y Combinator 中作为一家 B2B 公司进行过。以下是：公司做什么、谁创立了它，以及其 YC 申请，按照真实 YC 表格逐题重建。

YC 批次: Fall 2024
行业: B2BInfrastructure
团队规模: 6
状态: Active
已发布: 2024

创始人

Cyril GorllaFounder
Trevor TuttleFounder

CTGT 做什么

CTGT is an applied AI research laboratory fundamentally solving the alignment and reliability bottleneck for enterprise AI. For enterprises, especially highly regulated industries, deploying Generative AI is historically a compromise between capability and catastrophic risk. Standard enterprise approaches, such as RAG, fine-tuning, and prompt engineering, operate at the wrong abstraction layer. They are inherently probabilistic, carry massive engineering overhead, and fail to deliver the mathematical certainty required by the Fortune 500. We focus on the science of representation engineering and have productized mechanistic interpretability. By opening the "black box" of neural networks, CTGT has developed a proprietary architecture that intervenes directly at the model's representation layer. We convert complex corporate SOPs, SEC/FINRA regulations, and strict editorial rulebooks into machine-readable "Policy as Code," enforcing deterministic constraints and defensible audit trails without requiring expensive model retraining. The result is a step-function breakthrough in enterprise AI economics and capability. Our fundamental architecture allows organizations to run secure, self-hosted open-source models that mathematically match the reasoning and performance of frontier models. Benchmarks from our enterprise deployments demonstrate a 96.5% prevention of hallucinations, up to a 3.3× accuracy multiplier in complex domain-specific tasks, and an 80-90% reduction in human-in-the-loop manual review. Backed by an $8M seed round from Gradient Ventures (Google), General Catalyst, and Y Combinator, CTGT is currently deployed with Fortune 500 companies, including Tier-1 financial institutions and global media conglomerates, giving them the deterministic control necessary to deploy enterprise AI with zero margin for error.

CTGT 的 YC 申请，重建版

Y Combinator 申请

CTGT，Fall 2024 期。来自公开数据的真实申请问题解答。

Founders2
Company7
Progress7
Idea4
Equity3
Curious2
Batch Preference1

Company

Company name

CTGT

Describe what your company does in 50 characters or less.

The deterministic layer for frontier intelligence

What is your company going to make? Please describe your product and what it does or will do.

We build a proprietary AI architecture that turns enterprise policies, regulations, and SOPs into machine-readable code enforcing deterministic constraints at the model's representation layer. This makes deploying generative AI reliable and auditable for highly regulated industries without retraining models.

Where do you live now, and where would the company be based after YC?

We live and work in San Francisco, and the company will remain based here after YC.

Explain your decision regarding location.

San Francisco lets us recruit top AI and engineering talent and stay close to early Fortune 500 customers in finance and media. It's the natural hub for enterprise AI infrastructure companies like ours.

21 更多回答在完整申请中

Founders, Progress, Idea, Equity, Curious, Batch Preference 包含在完整版中。创建免费账户即可在 YC Insights 中打开，紧邻每个其他 YC 批次。

查看完整申请

常见问题解答

这是 CTGT 的真实 YC 申请吗？

不是。Y Combinator 对提交的申请保密。这是重建版：使用 CTGT 的公开数据（发布笔记、创始人背景、产品描述）回答真实的 YC 表格问题。它展示了像 CTGT 这样的公司会如何向 YC 自我介绍，而不是他们提交的文本。

CTGT 是哪个 YC 批次的？

CTGT 是 Y Combinator Fall 2024 批次的成员。

谁创立了 CTGT？

CTGT 由 Cyril Gorlla, Trevor Tuttle 创立。

CTGT 做什么？