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MOREH Demonstrates Production-Ready LLM Inference on Tenstorrent Galaxy, Achieving DGX A100-Class Performance with Improved Cost Efficiency

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Reduces HBM Costs with GPU–Tenstorrent Heterogeneous Distributed Serving
First unveiled at Tenstorrent’s launch event, TT-Deploy, in San Francisco on May 1

SANTA CLARA, Calif., May 1, 2026 /PRNewswire/ — Moreh, an AI infrastructure software company, led by CEO Gangwon Jo, announced that it has successfully validated LLM inference performance on the Tenstorrent Galaxy Wormhole system using its proprietary ‘MoAI Inference Framework.’

Based on tests across leading Mixture-of-Experts (MoE) models—including GPT-OSS, Qwen, GLM, and DeepSeek—Moreh achieved LLM inference performance on Tenstorrent Galaxy Wormhole matching or surpassing NVIDIA DGX A100-class systems, demonstrating a compelling alternative to conventional GPU-centric AI infrastructure.

Moreh also improved cost efficiency by implementing a disaggregated serving architecture that combines GPUs with Tenstorrent Wormhole chips. By utilizing Tenstorrent processors as dedicated prefill accelerators, the company reduced reliance on high-cost HBM and lowered overall infrastructure costs.

The results were first unveiled at Tenstorrent’s launch event, TT-Deploy, held on May 1 in San Francisco.

As a strategic partner of Tenstorrent and a major external contributor to Metalium, Moreh showcased a live LLM inference demo at the event. Building on its experience operating AMD GPU-based production environments in real-world data centers, the company presented its latest technical achievements in ‘Production-Ready LLM Inference on Tenstorrent Galaxy.’

MoAI Inference Framework is a disaggregated inference solution that enables unified operation of heterogeneous GPUs and NPUs—including NVIDIA, AMD, and Tenstorrent—within a single cluster. This allows enterprises to build flexible AI infrastructure strategies without vendor lock-in.

Moreh CEO Gangwon Jo stated, “Achieving production-grade LLM inference performance and stability on Tenstorrent-based systems marks a significant milestone,” and added, “We will continue to enhance performance through deeper optimization across heterogeneous architectures and closer integration with Tenstorrent NPUs.”

Moreh is developing its own core AI infrastructure engine and, through its foundation LLM subsidiary Motif Technologies, is building end-to-end capabilities spanning both infrastructure and model domains. Simultaneously, the company is making its mark in the global market through collaborations with key partners such as AMD, Tenstorrent, and SGLang.

View original content to download multimedia:https://www.prnewswire.com/news-releases/moreh-demonstrates-production-ready-llm-inference-on-tenstorrent-galaxy-achieving-dgx-a100-class-performance-with-improved-cost-efficiency-302760562.html

SOURCE Moreh

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Monnit Introduces NIST Detachable Leads to Streamline Compliance Monitoring

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New hot-swappable lead architecture reduces downtime, simplifies recertification, and helps organizations maintain continuous monitoring.

SALT LAKE CITY, June 18, 2026 /PRNewswire/ — Monnit announced new NIST Standard and Low Temperature and Humidity Detachable Leads for compatible ALTA® Sensor Bases designed to simplify sensor recertification, reduce downtime, and support continuous compliance monitoring.

“Organizations shouldn’t have to choose between maintaining compliance and operational continuity,” said Brad Walters, Founder and CEO of Monnit. “Our detachable lead architecture allows customers to hot-swap certified leads in minutes while preserving traceability and keeping trusted monitoring programs running.”

Each NIST Detachable Lead is uniquely calibrated and designed to support traceability requirements aligned with the National Institute of Standards and Technology (NIST) standards.

Rather than removing and shipping an entire sensor for recertification, customers can disconnect only the lead, connect a certified replacement, and send the original lead for recalibration. This approach is ideal for pharmaceuticals, healthcare facilities, laboratories, food storage operations, manufacturing environments, and other applications that require calibration records.

In addition to these hot-swappable, removable leads or cables with probes, we offer short Monnit Standard Temperature and Humidity Detachable Non-Leaded Probes that you can connect to compatible sensor bases.

Each NIST Detachable Lead or Probe connects to compatible ALTA Industrial and Enterprise Sensor Bases via sealed, keyed M8 6-pin connectors designed for field installation. Embedded memory within the lead stores unique lead and sensor identification, calibration data, certification information, and traceability records.

Key features and benefits include:

Hot-swappable lead replacement that minimizes downtime and monitoring interruptionsNIST-traceable calibration support and ISO 17025-accredited lab certificationSupport for FDA 21 CFR Part 11 workflows and audit programsAutomatic synchronization of calibration information with iMonnit® SoftwareLogging of lead connection and disconnection events in iMonnitHot-swapping capability while powered on or off for easier servicing

Monnit and its accredited lab partner, Sensor Calibrations, provide 25-month certificates for NIST Detachable Standard Temperature Leads and 13-month certificates for NIST Detachable Low Temperature and Humidity Leads.

Compatible ALTA Sensor Bases automatically recognize connected lead types and maintain digital maintenance records, helping organizations avoid monitoring gaps caused by traditional recertification.

About Monnit Corporation
The origin story of the Internet of Things (IoT) begins with Monnit. Before our inception in 2010, we were already at the forefront of embedding technology into machines and devices to enable them to talk and deliver valuable data to business leaders. Monnit Remote Monitoring Solutions for nearly any industry use case have delivered 72B+ data points in 130+ countries for 90K+ customers. Monnit’s 80+ long-range IoT sensors remotely monitor many conditions such as temperature, light, humidity, water, vibration, pressure, and more. You can analyze data using iMonnit cloud software and get alerts via email, text, push notification, or call when our sensors detect a change you should know.

Media Contact:
David Hill
Marketing Communications
801-505-8172
417089@email4pr.com 

View original content to download multimedia:https://www.prnewswire.com/news-releases/monnit-introduces-nist-detachable-leads-to-streamline-compliance-monitoring-302803906.html

SOURCE Monnit

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Monnit Introduces NIST Detachable Leads to Streamline Compliance Monitoring

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New hot-swappable lead architecture reduces downtime, simplifies recertification, and helps organizations maintain continuous monitoring.

SALT LAKE CITY, June 18, 2026 /PRNewswire/ — Monnit announced new NIST Standard and Low Temperature and Humidity Detachable Leads for compatible ALTA® Sensor Bases designed to simplify sensor recertification, reduce downtime, and support continuous compliance monitoring.

“Organizations shouldn’t have to choose between maintaining compliance and operational continuity,” said Brad Walters, Founder and CEO of Monnit. “Our detachable lead architecture allows customers to hot-swap certified leads in minutes while preserving traceability and keeping trusted monitoring programs running.”

Each NIST Detachable Lead is uniquely calibrated and designed to support traceability requirements aligned with the National Institute of Standards and Technology (NIST) standards.

Rather than removing and shipping an entire sensor for recertification, customers can disconnect only the lead, connect a certified replacement, and send the original lead for recalibration. This approach is ideal for pharmaceuticals, healthcare facilities, laboratories, food storage operations, manufacturing environments, and other applications that require calibration records.

In addition to these hot-swappable, removable leads or cables with probes, we offer short Monnit Standard Temperature and Humidity Detachable Non-Leaded Probes that you can connect to compatible sensor bases.

Each NIST Detachable Lead or Probe connects to compatible ALTA Industrial and Enterprise Sensor Bases via sealed, keyed M8 6-pin connectors designed for field installation. Embedded memory within the lead stores unique lead and sensor identification, calibration data, certification information, and traceability records.

Key features and benefits include:

Hot-swappable lead replacement that minimizes downtime and monitoring interruptionsNIST-traceable calibration support and ISO 17025-accredited lab certificationSupport for FDA 21 CFR Part 11 workflows and audit programsAutomatic synchronization of calibration information with iMonnit® SoftwareLogging of lead connection and disconnection events in iMonnitHot-swapping capability while powered on or off for easier servicing

Monnit and its accredited lab partner, Sensor Calibrations, provide 25-month certificates for NIST Detachable Standard Temperature Leads and 13-month certificates for NIST Detachable Low Temperature and Humidity Leads.

Compatible ALTA Sensor Bases automatically recognize connected lead types and maintain digital maintenance records, helping organizations avoid monitoring gaps caused by traditional recertification.

About Monnit Corporation
The origin story of the Internet of Things (IoT) begins with Monnit. Before our inception in 2010, we were already at the forefront of embedding technology into machines and devices to enable them to talk and deliver valuable data to business leaders. Monnit Remote Monitoring Solutions for nearly any industry use case have delivered 72B+ data points in 130+ countries for 90K+ customers. Monnit’s 80+ long-range IoT sensors remotely monitor many conditions such as temperature, light, humidity, water, vibration, pressure, and more. You can analyze data using iMonnit cloud software and get alerts via email, text, push notification, or call when our sensors detect a change you should know.

Media Contact:
David Hill
Marketing Communications
801-505-8172
417089@email4pr.com 

View original content to download multimedia:https://www.prnewswire.com/news-releases/monnit-introduces-nist-detachable-leads-to-streamline-compliance-monitoring-302803906.html

SOURCE Monnit

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deepset Joins HPE’s Unleash AI Program to Accelerate Sovereign Agentic AI

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SAN JOSE, Calif., June 18, 2026 /PRNewswire/ — deepset, the company behind Haystack, the production-ready open-source AI agent framework and platform, today announced it has joined the HPE Unleash AI partner program to help government, defense, and regulated enterprises deploy production-grade AI systems in sovereign, self-hosted, and air-gapped environments.

As part of the collaboration, deepset will leverage the Haystack Enterprise Platform, deepset’s platform for building, orchestrating, and governing AI agents and applications, and HPE’s AI ecosystem and infrastructure portfolio to help organizations rapidly identify and operationalize high-value AI use cases while reducing deployment complexity and risk. This enables customers to access AI-ready infrastructure, strategic guidance, and accelerated pilot execution to address their most challenging AI adoption and operationalization needs.

Together, the companies enable organizations to deploy AI agents, multi-agent systems, and Retrieval-Augmented Generation (RAG) applications on self-hosted, sovereign, and air-gapped infrastructure while maintaining full ownership over sensitive and classified data, models, and AI operations.

Customers can leverage the joint architecture to operationalize governed AI applications faster while maintaining the security, compliance, and deployment flexibility required for sovereign and mission-critical environments.

The HPE Unleash AI partner program is a curated ecosystem, combining ISV solutions that go through comprehensive validation testing with engineered HPE AI systems, including HPE Private Cloud AI and the broader HPE AI Factory with NVIDIA solutions, to deliver the performance, security, and scalability enterprises need for production AI. By joining the program, deepset expands access to governed AI platform capabilities designed for organizations operating in highly regulated environments, including public sector, defense, cybersecurity, and enterprise industries.

The Haystack Enterprise Platform enables organizations to:

Build and govern AI agents, multi-agent systems, and RAG applicationsDeploy AI on self-hosted, private cloud, and air-gapped infrastructureOrchestrate modular AI pipelines across models, databases, and enterprise systemsEnforce governance, auditability, and lifecycle management for production AISupport sovereign AI initiatives aligned with European and national security requirements

The collaboration builds on deepset’s experience supporting sovereign AI initiatives with organizations including the European Commission, the German Ministry of Research, Technology and Space (BMFTR), and other government, defense, and enterprise organizations deploying sovereign AI systems under strict governance and security requirements.

“With agentic AI moving into operational deployment, organizations need infrastructure and AI platforms they can control and trust,” said Milos Rusic, CEO and co-founder of deepset. “The challenge is getting agentic systems into production while maintaining control over infrastructure, governance, and sensitive data. Together with HPE, we’re helping customers deploy governed AI systems faster across highly regulated and mission-critical environments.”

Use cases supported through the joint architecture include:

Sovereign AI platform for public sector & regulated industry institutionsSovereign AI intelligence and decision-support systems for classified operationsCybersecurity investigation and threat analysisAI agents for technology, manufacturing, research, legal, and financial workflows

“The Unleash AI program is designed to help organizations deploy AI solutions faster and with greater operational confidence,” said Robin Braun, Vice President of AI Business Development, Hybrid Cloud, HPE. “Together, HPE and deepset are delivering secure, governed AI solutions that combine enterprise-grade infrastructure with flexible and governed AI agent capabilities to help customers operationalize AI across hybrid, sovereign, and classified environments.”

For more information, visit https://www.deepset.ai

About deepset

deepset is the company behind Haystack, the leading open-source framework and platform for building production-grade AI applications and agentic systems. deepset enables enterprises and public sector organizations to develop, deploy, and govern flexible AI applications powered by their choice of large language models, enterprise data, infrastructure, and governance policies across cloud, hybrid, and sovereign environments.

Media Contact
Steph McGuirk
417109@email4pr.com
845.269.8868

View original content to download multimedia:https://www.prnewswire.com/news-releases/deepset-joins-hpes-unleash-ai-program-to-accelerate-sovereign-agentic-ai-302803905.html

SOURCE deepset

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