QuanTuring Joins Google for Startups Cloud Program
Google for Startups Cloud Program Company News March 18, 2026 · Taipei
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QuanTuring Expands Multi-Cloud AI Infrastructure — Joins Google for Startups Cloud Program

QuanTuring Inc., a startup building enterprise-grade multimodal AI cognitive layer, today announced it has joined the Google for Startups Cloud Program. This marks QuanTuring's second major AI ecosystem recognition within a single month, following its admission to the NVIDIA Inception Program in early March.

NVIDIA Compute × Google Cloud = Enterprise-Grade Multi-Cloud AI

Through the Google for Startups Cloud Program, QuanTuring will leverage Google Cloud's Vertex AI and Gemini API to further strengthen the cloud infrastructure powering its three core product lines:

  • Enterprise Knowledge AI Agent — A RAG system — 94.4% at time of publication, since improved to 97.4% Hit@5 (200-question internal benchmark, Wilson 95% CI) — combining Google Gemini for multilingual document analysis with NVIDIA GPU-accelerated local inference, enabling "zero-data-leakage" hybrid-cloud deployment
  • AI Sales Agent Bot — Converts marketing DMs into LINE chatbots in 10 seconds, on a cloud-agnostic architecture ensuring 24/7 high availability
  • Automated Document Intelligence Pipeline — Parses long-form documents with Vertex AI and Gemini, fully automated from extraction and summarisation through to LINE delivery

A Cloud-Agnostic Cognitive Layer: No Lock-in, No Compromise

QuanTuring's cognitive layer is cloud-agnostic by design: it is not tied to any single cloud or model provider, so enterprises choose where it runs based on their own compliance, data-residency and procurement constraints — and the layer underneath can be swapped without touching the application.

For enterprise clients, this means freedom from vendor lock-in and the freedom to change what runs underneath — the core value proposition of QuanTuring's AI cognitive layer positioning.

"Joining the Google for Startups Cloud Program empowers QuanTuring to fully leverage the commercial capabilities of Vertex AI and Veo. Combined with NVIDIA Inception's GPU computing support, QuanTuring is now recognized by two of the world's leading AI infrastructure ecosystems. Our goal isn't to collect badges — it's to build truly multi-cloud, secure, and vendor-lock-in-free AI cognitive layer for enterprise clients."

— Allen Chen, Founder & CEO, QuanTuring Inc.

The Google for Startups Cloud Program provides startups with Google Cloud computing resources, technical training, and ecosystem support to accelerate growth during critical product development stages.

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