10–11 June 2026 | Marina Bay Sands, Singapore
As AI shifts from static models to agentic, inference-driven systems, the real bottleneck is no longer compute — it is data movement at scale. In the emerging Token Factory era, AI systems continuously generate and reason over massive data streams, demanding high-throughput, low-latency, GPU-efficient infrastructure.
TuringData powers a full-stack data platform for training, inference, RAG, and agentic workloads, enabling higher GPU utilization and scalable AI systems for production environments.
Agentic AI needs continuous, high-throughput data delivery at every inference step — not just at training time. TuringData keeps every GPU fully fed, at any scale, without bottlenecks.
Token efficiency is the new unit of AI economics. TuringData delivers 91% reduction in TTFT and 8× increase in token throughput — turning your GPU investment into measurable ROI.
Deploy from 3 nodes. Scale to exabytes. No re-architecture required. TuringData runs on bare metal, on-premises, and any cloud — growing with your AI ambitions from day one.
The Infrastructure Behind Agentic AI: Storage, Speed, and the Economics of Inference at Scale
Agentic AI is no longer a prototype — it is in production. And it is exposing an infrastructure gap that more GPUs alone cannot fix. As AI systems scale from single-model inference to multi-agent workflows, KV Cache grows unbounded, latency windows shrink, and storage becomes the constraint no one planned for.
In this session, Nikhil Madan explores why storage architecture — not compute capacity — has become the defining constraint of production-grade agentic AI, and what a purpose-built infrastructure stack looks like for enterprises ready to move beyond the prototype stage.

Vice President, International Sales & Market Expansion
We will host an exclusive series of technical talks right at our booth (PB16). Each 30-minute session dives deep into the infrastructure challenges shaping modern AI Factories — from full-stack storage architecture to inference acceleration and megacluster networking.
Reserve your spot in advance, show up at the booth on time, and walk away with an exclusive TuringData gift — only available to session attendees. Seats are limited. Secure yours now.
Smashing the Megacluster Network Congestion: Fully Utilizing Every Bit of Your BandwidthBridging the Object-File Divide: Unlocking Legacy Data for Instant AI Innovation
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See AI-Native Storage with Lean Architecture and Extreme Performance in Action
Stop by the TuringData booth to meet our team, explore live interactive demos, and see next-gen AI data infrastructure in action. Whether you're building an AI factory, scaling inference workloads, or planning your sovereign AI infrastructure — we're here to help you find the right data foundation.
Want to go deeper? Skip the exhibition noise and take the discussion further. Book a 1:1 meeting with our principal architects today to get a tailored blueprint for your unique project workloads.
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Explore technical papers, solution briefs, and product materials from TuringData AI Storage Platform.
Explore technical papers, solution briefs, and product materials from TuringData AI Storage Platform.
TuringData’s ultra-fast storage, built for high throughput, low latency, and seamless scalability, delivers faster results for your AI and HPC applications.
Extend GPU memory to near-unlimited capacity and dramatically boost token throughput and GPU utilization, reshaping the economics of AI inference workloads.
TuringData all-flash appliances feed GPUs with continuous, high-speed data streams, unlocking full computing power for faster AI training and real-time inference.
A high-performance storage platform that delivers the speed, scalability, and efficiency required for modern AI workloads.
TuringData delivers AI-native high-performance storage that maximizes GPU utilization, accelerates AI workloads, and scales seamlessly across multi-tenant environments.
TuringData utilizes all available storage resources and provides PB-scale persistent storage for KVCache, allowing users to enjoy real-time inference at minimal cost.
TuringData provides the fastest, most scalable storage for Generative AI, delivering the performance developers expect and enabling your team to focus on building innovative GenAI projects.
TuringData delivers consistent, lightning-fast access to data at scale across the entire AI workflow, supporting the training of larger AI models and driving cutting-edge AI innovation.
Find out how much GPU utilization you're leaving on the table. Schedule a free 30-minute architecture review with our experts.