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Calibration Management Software Market size is set to grow by USD 73.7 million from 2024-2028, Automation of calibration process boost the market, Technavio

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NEW YORK, July 4, 2024 /PRNewswire/ — The global calibration management software market size is estimated to grow by USD 73.7 million from 2024-2028, according to Technavio. The market is estimated to grow at a CAGR of over 3.73%  during the forecast period. automation of calibration process is driving market growth, with a trend towards increased focus on predictive maintenance and analytics. However, threat of cyber-attacks  poses a challenge. Key market players include ACG Infotech Ltd., Ape Software Inc., AVL List GmbH, Business Analysis Ltd., CompuCal Calibration Solutions, CyberMetrics Corp., Espresso Moon LLC, Fortive Corp., Hexagon AB, Humpage Technology Ltd., IndySoft Corp., Nagman Instruments and Electronics Pvt. Ltd., P.J. Bonner and Co. Ltd., Prime Technologies Inc., Productivity Quality Systems Inc., Quality America Inc., Qualityze Inc., QUBYX Software Technologies LTD., Sarlin Oy Ab, and Techgate LLC.

Get a detailed analysis on regions, market segments, customer landscape, and companies- View the snapshot of this report

Calibration Management Software Market Scope

Report Coverage

Details

Base year

2023

Historic period

2018 – 2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 3.73%

Market growth 2024-2028

USD 73.7 million

Market structure

Fragmented

YoY growth 2022-2023 (%)

3.59

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 34%

Key countries

US, China, Germany, UK, and Canada

Key companies profiled

ACG Infotech Ltd., Ape Software Inc., AVL List GmbH, Business Analysis Ltd., CompuCal Calibration Solutions, CyberMetrics Corp., Espresso Moon LLC, Fortive Corp., Hexagon AB, Humpage Technology Ltd., IndySoft Corp., Nagman Instruments and Electronics Pvt. Ltd., P.J. Bonner and Co. Ltd., Prime Technologies Inc., Productivity Quality Systems Inc., Quality America Inc., Qualityze Inc., QUBYX Software Technologies LTD., Sarlin Oy Ab, and Techgate LLC

Market Driver

Calibration management software with predictive analytics enables organizations to optimize their calibration activities, identifying potential equipment issues before they cause unplanned downtime. By analyzing historical data and equipment performance trends, calibration schedules can be adjusted based on actual usage and condition, maximizing performance and minimizing costs. This integration streamlines calibration processes, improving efficiency and productivity, and driving market growth during the forecast period. 

The Calibration Management Software market is experiencing significant growth, with an increasing number of businesses recognizing the importance of accurate and efficient calibration processes. Utilities, manufacturing, and other sectors are adopting calibration software to manage their calibration activities. The market is trending towards solutions that offer real-time monitoring, automated scheduling, and comprehensive reporting. Calibration software enables companies to streamline their calibration processes, reduce downtime, and ensure regulatory compliance. Additionally, cloud-based solutions are gaining popularity due to their flexibility and accessibility. Overall, calibration management software is a valuable investment for businesses seeking to optimize their operations and maintain high-quality standards. 

Research report provides comprehensive data on impact of trend. For more details- Download a Sample Report

Market Challenges

•         The calibration management software market is experiencing a shift towards automated smart manufacturing technologies. While this brings operational efficiencies, it also introduces cybersecurity risks. Data vulnerability increases as software and connected technologies are housed on software providers’ servers. Unauthorized access can lead to data theft and manipulation. Primary threats include operational downtime, product development manipulation, and sensitive information theft. Ransomware attacks are common, targeting industries like medical devices, consumer durables, and automotive. Security upgrades and IoT integration increase operational expenses. North America and Europe are major vulnerable regions. IoT use in calibration software management may hinder market growth due to heightened security concerns.

•         The Calibration Management Software market faces several challenges in ensuring accurate and efficient operations. One challenge is the integration of various calibration systems and technologies, such as IoT, analytics, and automation. Another challenge is ensuring data accuracy and security, as well as complying with industry regulations and standards. Additionally, managing a large number of calibration tasks and assets can be complex, requiring robust and scalable software solutions. Furthermore, the need for real-time monitoring and reporting adds to the complexity of calibration management. Lastly, the cost of implementing and maintaining these software solutions can be a significant challenge for organizations.

For more insights on driver and challenges – Request a sample report!

Segment Overview 

This calibration management software market report extensively covers market segmentation by  

Technology 1.1 Locally installed1.2 Cloud-basedApplication 2.1 Large enterprise2.2 Small and medium enterpriseGeography 3.1 North America3.2 Europe3.3 APAC3.4 South America3.5 Middle East and Africa

1.1 Locally installed-  The locally installed calibration management software market is thriving due to enhanced security features. With on-premise systems and servers, data access is restricted to license holders, eliminating potential security risks. Offline accessibility allows users to access data regardless of internet connection. Although requiring additional IT support and hardware components, the cost efficiency attracts Small and Medium Enterprises (SMEs), driving market growth.

For more information on market segmentation with geographical analysis including forecast (2024-2028) and historic data (2017-2021) – Download a Sample Report

Research Analysis

The Calibration Management Software market caters to various industries, including the Biotechnology and Energy sectors, as well as Utilities and Renewable Energy. This software facilitates the procurement of calibration instruments such as Analog multimeters, Calipers, Chart recorders, Clamp-on ammeters, Data loggers, Dial indicators, Digital multimeters, Force gauges, Micrometers, Oscilloscopes, and other measuring devices. It ensures Instrument management by providing accurate and reliable calibration services, minimizing Inaccuracy and uncertainty, and maintaining Normal values. Engineers in these sectors rely on this software to obtain the True value of their measurements, enhancing overall operational efficiency and productivity.

Market Research Overview

The Calibration Management Software market encompasses solutions designed to streamline and optimize the calibration process across various industries. These solutions enable organizations to manage and track calibration activities, schedule preventive maintenance, and ensure regulatory compliance. The software often includes features such as real-time monitoring, automated alerts, and reporting capabilities. Calibration management systems are essential for maintaining the accuracy and reliability of equipment and instruments, thereby improving overall operational efficiency and productivity. Additionally, cloud-based solutions offer remote access and real-time data sharing, enhancing collaboration and streamlining workflows.

Table of Contents:

1 Executive Summary
2 Market Landscape
3 Market Sizing
4 Historic Market Size
5 Five Forces Analysis
6 Market Segmentation

TechnologyLocally InstalledCloud-basedApplicationLarge EnterpriseSmall And Medium EnterpriseGeographyNorth AmericaEuropeAPACSouth AmericaMiddle East And Africa

7 Customer Landscape
8 Geographic Landscape
9 Drivers, Challenges, and Trends
10 Company Landscape
11 Company Analysis
12 Appendix

About Technavio

Technavio is a leading global technology research and advisory company. Their research and analysis focuses on emerging market trends and provides actionable insights to help businesses identify market opportunities and develop effective strategies to optimize their market positions.

With over 500 specialized analysts, Technavio’s report library consists of more than 17,000 reports and counting, covering 800 technologies, spanning across 50 countries. Their client base consists of enterprises of all sizes, including more than 100 Fortune 500 companies. This growing client base relies on Technavio’s comprehensive coverage, extensive research, and actionable market insights to identify opportunities in existing and potential markets and assess their competitive positions within changing market scenarios.

Contacts

Technavio Research
Jesse Maida
Media & Marketing Executive
US: +1 844 364 1100
UK: +44 203 893 3200
Email: media@technavio.com
Website: www.technavio.com/

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SOURCE Technavio

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Technology

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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Technology

Monnit Introduces NIST Detachable Leads to Streamline Compliance Monitoring

Published

on

By

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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Technology

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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