QuanTuring Joins AWS Activate — Completing the NVIDIA + Google + AWS Ecosystem Trifecta, From On-Premise to Cloud
QuanTuring Inc. today announced its acceptance into AWS Activate. Built on a high-accuracy RAG engine at its core, and integrating NVIDIA NIM inference acceleration with NeMo Guardrails safety technology, QuanTuring delivers enterprise AI deployment solutions from cloud to fully on-premise. This acceptance makes QuanTuring one of the few enterprise AI startups in Taiwan to hold memberships in NVIDIA Inception, Google for Startups, and AWS Activate simultaneously — spanning the full spectrum from on-premise GPU compute to cloud infrastructure.
Three Ecosystems. Three Strategic Pillars.
Since its founding, QuanTuring has systematically built a complete cloud ecosystem partnership. Each ecosystem plays a distinct role in the company's technical and commercial strategy:
NVIDIA Inception
GPU compute optimization
NIM inference acceleration
On-premise deployment
Google for Startups
Vertex AI multimodal
Gemini generation
Cloud AI platform
AWS Activate
Infrastructure compute
App Runner containers
Global deployment nodes
With all three pieces in place, QuanTuring's enterprise AI platform is backed by world-class technology partners across every layer — from GPU compute (NVIDIA) to AI models (Google) to infrastructure (AWS).
Already Running in AWS Production
QuanTuring's enterprise AI platform is deployed on AWS ap-northeast-1 (Tokyo), running a containerized architecture centered on App Runner with 8 AWS services in production:
| AWS Service | Use Case |
|---|---|
| App Runner | Containerized API deployment, fully managed with auto-scaling — the core runtime |
| ECR | Docker container image registry for versioning AI Agent deployments |
| S3 | Frontend static assets, document vectorization sources, and multimedia storage |
| CloudFront | Global CDN for low-latency static asset distribution |
| CloudFront Functions | Edge routing logic for language switching and request filtering |
| ACM | SSL/TLS certificate management with auto-renewal |
| SSM | Centralized secrets management for API keys and environment variables |
| IAM | Least-privilege access control for secure inter-service authorization |
Cloud-Agnostic Architecture: No Vendor Lock-in
QuanTuring's proprietary routing architecture supports zero-downtime model switching: the underlying model or cloud provider can be swapped with no application code changes. This ensures seamless integration with any cloud AI service, including deeper AWS ecosystem adoption in the future.
"NVIDIA gives us compute optimization. Google gives us multimodal AI. AWS gives us enterprise-grade infrastructure. With all three in place, our customers don't have to choose between security, performance, and flexibility — they get all three."
— Allen Chen, Founder & CEO, QuanTuring Inc.About AWS Activate
AWS Activate provides eligible technology startups with AWS cloud credits, technical support plans, and access to the AWS Startup Community, helping startups rapidly build robust cloud infrastructure and accelerate time-to-market. QuanTuring is also a member of the NVIDIA Inception Program and Google for Startups Cloud Program.
Explore QuanTuring Enterprise AI Solutions
RAG accuracy 94.4% at publication → now 97.4% Hit@5 (200-question internal benchmark, Wilson 95% CI) · cloud-agnostic routing layer · On-premise and cloud deployment supported
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