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Upscale AI Profile
Upscale AI

@upscale_ai_inc

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Next-generation networking for inference and training GenAI workloads

Santa Clara, California
Joined July 2025
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@upscale_ai_inc
Upscale AI
22 hours
In his recent article, Bryon Moyer of @SemiEngineering highlights how Upscale AI is developing a new clean-sheet architecture designed to handle a variety of scaling protocols. The piece features insights from Upscale AI SVP of Product Aravind Srikumar:
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semiengineering.com
As data center infrastructures adapt to evolving workloads, parts of Ethernet can be found in scale-up approaches.
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@upscale_ai_inc
Upscale AI
3 days
In a recent episode of Lexicon by @IntEngineering, Upscale AI CEO Barun Kar explores how addressing AI’s networking bottleneck could make intelligent systems faster, fairer, and truly global – and how Upscale AI is reimagining network infrastructure. 📽️
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interestingengineering.com
Barun Kar joins Lexicon to discuss how breaking AI’s networking bottleneck could make smart systems faster, fairer, and truly global.
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@upscale_ai_inc
Upscale AI
10 days
ICYMI: #OCP2025 was a huge success! Our team had great conversations with fellow innovators, exhibitors, and networking experts, exploring how far compute can scale, and how our new architecture, SkyHammer, is built to overcome the limits of scale-up AI networking.
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@upscale_ai_inc
Upscale AI
16 days
ICYMI: SkyHammer is a ground-up AI-native architecture designed to make compute clusters function seamlessly as a single, coherent machine. Products built on the SkyHammer architecture are planned for release in 2026. @InsideEEJournal has more:
eejournal.com
Upscale AI today offers a first glimpse of SkyHammer™, a clean-slate architecture purpose-built to overcome the fundamental limits of scale-up AI networking. With SkyHammer, Upscale AI reinvents what...
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@upscale_ai_inc
Upscale AI
17 days
At @OpenComputePrj 2025, Upscale AI's Srinivas Gangam and Srihari Vegesna presented an in-depth comparison of three interconnect approaches for scale-up computing: Ultra Accelerator Link (UAL), Ethernet-based UALoE-SUE, and RoCE. Watch the full session:
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@upscale_ai_inc
Upscale AI
20 days
#OCP2025 was "dominated by open standards, massive scaling of AI infrastructure, chiplet architectures, and energy-efficiency.” At OCP, we launched SkyHammer, our new AI-native architecture built on open standards. Read more at @SemiEngineering:
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semiengineering.com
Advanced packaging roadmap; GF's auto chiplets; AI finds HW trojans w/97% accuracy; China's new EDA products; high-NA EUV research; IC industry in geopolitical crosshairs; TSMC, ASML, Samsung...
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@upscale_ai_inc
Upscale AI
21 days
In a recent episode of @packetpushers, co-hosts Drew Conry-Murray and Johna Till Johnson discussed some of the latest networking news reshaping the industry, including Upscale AI’s SkyHammer. Listen for more:
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packetpushers.net
From Google claiming quantum advantage to new switch and ASIC startups taking on incumbents to debating whether it's worth trying to design around AWS failures, this week's Network Break covers a...
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@upscale_ai_inc
Upscale AI
22 days
“The $100M+ seed round underscores investor conviction that AI networking has become a bottleneck and a $20+ billion market opportunity,” notes @ConvergeDigest’s in their analysis of our official launch last month. Read more:
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convergedigest.com
Upscale AI launched today with more than $100 million in seed funding to build open-standard, high-performance networking infrastructure for artificial
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@upscale_ai_inc
Upscale AI
22 days
Don’t miss us at #SC25! We’re here in St. Louis for Supercomputing 2025, demonstrating how Upscale AI is working to scale AI workloads with SkyHammer, our AI-native networking architecture. 📍Visit us at Booth #6341! For more on SkyHammer:
upscaleai.com
  Upscale AI Unveils SkyHammer™ Architecture            A Ground-Up Design for Scale-Up AI Networking at Massive Scale Upscale AI today offers a first glimpse of SkyHammer™, a clean-slate architect...
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@upscale_ai_inc
Upscale AI
23 days
Upscale AI will be at Bengaluru Tech Summit 2025! Stop by our #BengaluruTechSummit booth to meet the innovators behind SkyHammer, our AI-native architecture built from the ground-up: 📍 Hall 1, Booth #A13 📅 Nov. 18-25
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@upscale_ai_inc
Upscale AI
1 month
In Q3 2025, funding flowed into companies developing AI chips, quantum computers, and the networking infrastructure required to handle their massive bandwidth needs. Just last month, Upscale AI launched with over $100M in funding. @SemiEngineering ➡️
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semiengineering.com
Blowout quarter for AI and quantum; 75 companies raise $6 billion.
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@upscale_ai_inc
Upscale AI
1 month
The foundation of AI democratization lies in open architecture. SkyHammer, our AI-native architecture, is built on open standards, including UEC, UALink, and the newly launched ESUN, unveiled at OCP 2025. Learn more about SkyHammer:
upscaleai.com
  Upscale AI Unveils SkyHammer™ Architecture            A Ground-Up Design for Scale-Up AI Networking at Massive Scale Upscale AI today offers a first glimpse of SkyHammer™, a clean-slate architect...
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@upscale_ai_inc
Upscale AI
1 month
In the beginning of 2025, @NetworkWorld predicted AI would be the driving force behind networking trends this year, and that’s exactly what we’re seeing unfold. At Upscale AI, we're building the networking infrastructure that scalable AI demands. https://t.co/ZXNlFTTMuY
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@upscale_ai_inc
Upscale AI
1 month
“With AI compute demands exploding, the industry urgently needs open, scalable, and cost-efficient solutions; SkyHammer is a step squarely in that direction” – Robert Hormuth of @AMD Earlier this month, we unveiled SkyHammer. Proud to have AMD's support.
upscaleai.com
  Upscale AI Unveils SkyHammer™ Architecture            A Ground-Up Design for Scale-Up AI Networking at Massive Scale Upscale AI today offers a first glimpse of SkyHammer™, a clean-slate architect...
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@upscale_ai_inc
Upscale AI
2 months
On Sept. 30, Upscale AI was featured on the NASDAQ Tower in New York City! We’re honored to see our milestone celebrated in Times Square. Thank you, @Nasdaq, for recognizing our $100M seed funding round and our mission to redefine AI infrastructure. https://t.co/tZCOc6G7KG
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@upscale_ai_inc
Upscale AI
2 months
Upscale AI had an incredible time at #OCPSummit25! Thank you to everyone who stopped by our booth to learn more about how we're tackling the fundamental limits of AI networking from the ground up, starting with SkyHammer, our newly unveiled AI-native architecture.
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@upscale_ai_inc
Upscale AI
2 months
Upscale AI is introducing SkyHammer, a clean-slate architecture purpose-built to solve the fundamental limits of scale up AI networking. SkyHammer supports multiple standards including ESUN, UEC, and UALink. Learn more: https://t.co/D2uHVHSDpz #OCPSummit25
upscaleai.com
  Upscale AI Unveils SkyHammer™ Architecture            A Ground-Up Design for Scale-Up AI Networking at Massive Scale Upscale AI today offers a first glimpse of SkyHammer™, a clean-slate architect...
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@upscale_ai_inc
Upscale AI
2 months
Upscale AI will be at @OpenComputePrj Global Summit! Visit us at booth C27 from Oct. 13-16 to learn more about how our scale-up networking solutions are transforming infrastructure. Plus, don't miss our session on Wednesday, Oct. 15! 📌 Learn more:
upscaleai.com
Upscale AI to Exhibit and Speak at OCP Global Summit Newly launched AI networking company to showcase its scale-up networking portfolio at OCP   WHO: Srihari Vegesna, VP of Architecture & Technology...
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@upscale_ai_inc
Upscale AI
2 months
AI is advancing rapidly, but legacy networks struggle to keep up. The solution? A new network infrastructure based on open standards. That’s exactly what we are building. @SiliconANGLE has more:
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siliconangle.com
Upscale AI gets $100M for a new kind of AI networking infrastructure built on open standards - SiliconANGLE
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@upscale_ai_inc
Upscale AI
2 months
.@TechJournalist of @NetworkWorld spoke with Upscale AI CEO Barun Kar about the company’s launch and vision: https://t.co/HRl7uB737F As Sean writes, “While some networking vendors focus on a specific part of the stack, the goal for Upscale AI is to cover everything.”
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networkworld.com
Upscale aims to challenge Nvidia's dominance in AI networking infrastructure with an open solution that builds on SONiC and other standards-based initiatives.
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