QuanTuring Joins NVIDIA Inception Program to Accelerate Enterprise Multimodal AI Cognitive Layer
QuanTuring Inc., a startup dedicated to building enterprise-grade multimodal AI cognitive layer, today announced it has joined the NVIDIA Inception program, which nurtures startups revolutionizing industries with technological advancements.
Solving Core Enterprise AI Adoption Pain Points
QuanTuring focuses on solving the critical pain points of data security and vendor lock-in that large enterprises face when adopting AI. The company provides a cloud-agnostic enterprise knowledge platform that deploys across hybrid-cloud and fully on-premise environments.
Why a Company Building On-Premise, Audit-Grade AI Joins Inception
QuanTuring builds QuanCog, an audit-grade enterprise knowledge platform: every answer cites the source document and page, and the system refuses to answer when the evidence is not there. It can run fully air-gapped on-premise — because in semiconductor fabs, financial institutions and regulated manufacturing, data cannot leave the plant. On-premise also means there is no unlimited cloud compute to fall back on: the models have to reach acceptable latency on a fixed number of GPUs. That is precisely what NVIDIA Inception means for us. The self-built retrieval engine reaches 97.4% Hit@5 on a 200-question benchmark (Wilson 95% CI), with 100% retrieval on Chinese and Japanese; the on-premise inference figures are published on the NVIDIA Developer Forum.
Your data cannot leave the plant?
See how QuanCog deploys on-premise →Through the NVIDIA Inception program, QuanTuring plans to utilize NVIDIA's advanced GPU computing architecture and developer tools to further optimize the performance of locally deployed open-source Large Language Models (LLMs), ensuring the lowest latency and highest security for enterprise AI inference.
QuanTuring's Three Core Product Lines
- Enterprise Knowledge AI Agent — Transforms PDFs, SOPs, and technical manuals into an intelligent Q&A system — 94.4% at time of publication, since improved to 97.4% Hit@5 (200-question internal benchmark, Wilson 95% CI) — with on-premise deployment and zero data leakage
- AI Sales Agent — One marketing flyer generates a LINE Bot shopping assistant in 10 seconds, zero technical barrier
- Multimodal Document Understanding — Technical documents and diagrams across Chinese, Japanese and English turned into retrievable enterprise knowledge, powered by top-tier multimodal computing
"Our vision at QuanTuring is to build the next generation of secure and highly efficient AI infrastructure for enterprises. Joining the NVIDIA Inception program allows us to access the world's most advanced GPU computing architecture and developer tools. This will significantly accelerate our technological iteration, making 'Sovereign AI' and zero-data-leakage enterprise applications a seamless reality."
— Allen Chen, Founder & CEO, QuanTuring Inc.NVIDIA Inception Program Benefits
The NVIDIA Inception program helps startups during critical stages of product development, prototyping, and deployment. Every NVIDIA Inception program member gets a custom set of ongoing benefits, such as NVIDIA Deep Learning Institute credits, preferred pricing on NVIDIA hardware and software, and technological assistance, which provides startups with the fundamental tools to help them grow.
Explore QuanTuring Product Solutions
From flyers to AI Agents, from PDFs to knowledge bases, from a single document to an answer that cites its source.
Book a Free Enterprise Demo →About QuanTuring Inc.
QuanTuring Inc. positions itself as the Cognitive Layer of Physical AI and builds QuanCog, an audit-grade enterprise knowledge platform. Every answer cites the exact source document and page; high-stakes questions go through a multi-model council review where AI reviewers cross-check each other's citations before release; and the system refuses to answer when the corpus lacks evidence. The same engine deploys on cloud, hybrid, or fully air-gapped on-premise environments — because in regulated manufacturing, semiconductor and financial settings, data cannot leave the plant. The self-built retrieval engine achieves 97.4% Hit@5 on a 200-question benchmark (Wilson 95% CI), with 100% retrieval on Chinese and Japanese corpora and 0.945 cross-domain MRR. On-premise full-stack inference performance is published on the NVIDIA Developer Forum. A member of the NVIDIA Inception Program.
Learn More: https://quanturing.ai
Media Contact: ask@quanturing.ai