QuanTuring's First Public Keynote — Sovereign AI in Practice: QuanCog at the Tier-1 Enterprise Cognitive Layer
On June 5, 2026, QuanTuring Inc. delivered its first formal public keynote since incorporation in November 2025, at the DIGITIMES 2026 Sovereign AI Forum — also the public debut of QuanCog, our enterprise knowledge brain. Sincere thanks to Garage+ for the catalytic introductions that placed QuanTuring on stage alongside industry leaders including Cisco, Taiwan Web Service (TWS), and Taiwan's National Center for High-performance Computing (NCHC).
"While the market chases ever-bigger, ever-pricier models, QuanTuring chose a hard-core path — solving the real industrial dead-ends of Physical AI with cognitive-engineering discipline."
— Allen Chen, opening the keynoteEnterprises Don't Need Another Conversational Toy
In a 20-minute practitioner session, QuanTuring made its core case: in the Physical AI era — across smart manufacturing, autonomous vehicles, and defense technology — enterprises need a cognitive-layer core that is absolutely safe, auditable, and aligned with international standards. Our 200-question cross-domain benchmark validates that discipline: MRR 0.945 with zero cross-domain misrouting. Engineering discipline > model size.
Deployment Flexibility Is the New Sovereignty Consciousness
Three Anchors from the Stage
- Production-grade vertical RAG knowledge integration — built for industry workloads, not generic chat
- Deployment flexibility — cloud for enterprise knowledge expansion, on-prem for core confidential workloads
- Sovereign AI starts here — QuanTuring is built to serve both modes from day one
Sovereignty is not merely hosting a model onshore — it means an enterprise holds full choice over its data, its deployment location, and its auditability. That is exactly what QuanCog's cloud-and-on-prem design was born for.
A Complete Ecosystem, Six Months from Founding
Barely six months after incorporation, QuanTuring has assembled a complete ecosystem formation: compute through the NVIDIA Inception Program, cloud and ISV channels through Microsoft for Startups, startup-program support from Google for Startups and AWS Activate, and final forging in the Garage+ Startup Global Program S26.
"Engineering discipline is the moat. Deployment sovereignty is the trust. The cognitive layer of Physical AI is the destination QuanTuring is built to deliver."
— Allen Chen, closing the keynoteExplore QuanTuring Enterprise AI Solutions
A compliant, secure, high-accuracy enterprise cognitive layer. From PDFs to knowledge bases, from dormant data to auditable intelligent applications.
Book a Free Enterprise Demo →About QuanTuring Inc.
QuanTuring is a Taiwan-based AI company built on the belief of "⚡ Make AI with Soul," positioned as the Cognitive Layer of Physical AI. Using RAG as its core methodology, it helps enterprises turn dormant data into trustworthy, auditable intelligent applications.
Learn More: https://quanturing.ai
Media Contact: ask@quanturing.ai