Technology

Agentic AI Exposes the Limits of Static Governance Models, Warns Info-Tech Research Group

Published

2 months ago

May 1, 2026

As enterprises adopt increasingly autonomous AI systems, traditional governance models are proving too static to keep pace with emerging risks, regulatory change, and growing accountability demands. Info-Tech Research Group’s new blueprint, Establish Your Adaptive AI Governance Program: From Principles to Practice, outlines a practical, ten-phase approach to help organizations govern AI dynamically across its lifecycle while balancing innovation with accountability.

ARLINGTON, Va., May 1, 2026 /CNW/ – Traditional AI governance models are becoming less effective as organizations adopt agentic AI systems that can reason, act, and adapt with increasing autonomy. To help IT leaders respond, Info-Tech Research Group has published its blueprint, Establish Your Adaptive AI Governance Program: From Principles to Practice, designed to help organizations build AI governance that evolves alongside emerging risks, technologies, and regulatory requirements.

According to Info-Tech’s findings, governance approaches built around periodic reviews or siloed compliance functions are struggling to keep pace as AI systems move beyond narrow, task-specific use cases. The firm’s blueprint introduces adaptive AI governance as a dynamic, system-oriented model that integrates continuous monitoring, real-time risk detection, and feedback loops throughout the AI lifecycle.

The blueprint also emphasizes that adaptive AI governance cannot be treated as a compliance-only function. As agentic AI systems become more autonomous, organizations face growing pressure to clarify accountability, strengthen oversight, and ensure governance can respond in near real time without slowing innovation.

“Adaptive AI governance represents a fundamental shift from static oversight to continuous, system-level governance,” says Bill Wong, research fellow at Info-Tech Research Group. “As agentic AI systems become more autonomous, organizations need governance frameworks that can evolve in near real time to address emerging risks while still enabling value creation.”

Info-Tech’s Ten-Phase Framework for Adaptive AI Governance

Info-Tech’s Establish Your Adaptive AI Governance Program: From Principles to Practice blueprint provides a structured, end-to-end methodology that guides organizations through ten key phases required to build and sustain an adaptive AI governance program:

Assess current AI governance capabilities.Establish the organization’s foundational AI principles.Establish the organization’s AI governance structure.Develop an AI risk and compliance program.Implement AI policies to operationalize the foundational AI principles.Develop an AI assurance program.Ensure accountability for every AI application.Implement an adaptive and resilient AI governance framework.Integrate AI governance into the AI lifecycle.Build the adaptive AI governance roadmap.

Together, these phases help organizations move beyond ad hoc or siloed governance efforts and embed governance across all stages of the AI lifecycle, from planning and design through deployment, monitoring, and eventual decommissioning.

Info-Tech’s resource further emphasizes that adaptive AI governance is a shared organizational responsibility, requiring participation from executive leadership, legal and risk teams, developers, data scientists, and other stakeholders. By integrating governance throughout the AI lifecycle, organizations can proactively identify governance gaps, strengthen alignment with foundational AI principles, and respond more effectively to changing regulatory and technological conditions.

The global research and advisory firm’s blueprint is supported by practical tools that help organizations operationalize governance, including an AI governance maturity assessment, AI risk assessment templates, AI policy and committee charter templates, and an executive-ready roadmap presentation. Together, these materials help leaders translate governance principles into actionable practices that support both responsible AI use and measurable business value.

For timely and exclusive commentary from Info-Tech’s experts, including Bill Wong, and access to the complete Establish Your Adaptive AI Governance Program: From Principles to Practice blueprint and supporting tools, please contact pr@infotech.com

Info-Tech Research Group is the “get things done” partner for over 30,000 IT, HR, and marketing leaders worldwide. The fastest growing research and advisory firm, Info-Tech enables leaders to make well-informed decisions and transform their organizations through AI, strategic foresight, step-by-step methodologies, practical tools, industry-leading advisory, and training programs. For nearly 30 years, tens of thousands of private and public organizations have trusted Info-Tech to lead their most important initiatives through periods of change and deliver outcomes that truly matter.

To learn more about Info-Tech’s HR research and advisory services, visit McLean & Company, and for data-driven software buying insights and vendor evaluations, visit the firm’s SoftwareReviews platform.

Media professionals can register for unrestricted access to research across IT, HR, and software, as well as hundreds of industry analysts through the firm’s Media Insiders program. To gain access, contact pr@infotech.com.

For information about Info-Tech Research Group or to access the latest research, visit infotech.com and connect via LinkedIn and X.

View original content to download multimedia:https://www.prnewswire.com/news-releases/agentic-ai-exposes-the-limits-of-static-governance-models-warns-info-tech-research-group-302760441.html

SOURCE Info-Tech Research Group

Technology

Monnit Introduces NIST Detachable Leads to Streamline Compliance Monitoring

Published

49 minutes ago

June 18, 2026

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

Technology

Monnit Introduces NIST Detachable Leads to Streamline Compliance Monitoring

Published

49 minutes ago

June 18, 2026

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

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

Key features and benefits include:

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

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

Technology

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

Published

49 minutes ago

June 18, 2026

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