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The Voice Assistant Application Market is set to grow by USD 21.94 Billion from 2024-2028, driven by digital transformation and AI-powered market evolution – Technavio

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NEW YORK, Sept. 20, 2024 /PRNewswire/ — The global voice assistant application market size is estimated to grow by USD 21.94 billion from 2024-2028, according to Technavio. The market is estimated to grow at a CAGR of 40.94% during the forecast period. digital transformation is driving market growth, with a trend towards growing demand for smart homes and development of smart cities. However, data privacy and security concerns associated with voice assistant application poses a challenge – Key market players include Alibaba Group Holding Ltd., Alphabet Inc., Amazon.com Inc., Apple Inc., Artificial Solutions International AB, Baidu Inc., Huawei Technologies Co. Ltd., International Business Machines Corp., Microsoft Corp., Oracle Corp., Orbita Inc., Robin Labs, RoboBot Studio, Salesforce Inc., Samsung Electronics Co. Ltd., SAP SE, SoundHound AI Inc., Verbio Technologies SL, Voiceflow Inc., and Xiaomi Communications Co. Ltd..

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Voice Assistant Application Market Scope

Report Coverage

Details

Base year

2023

Historic period

2018 – 2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 40.94%

Market growth 2024-2028

USD 21937.8 million

Market structure

Fragmented

YoY growth 2022-2023 (%)

31.94

Regional analysis

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

Performing market contribution

North America at 32%

Key countries

US, China, UK, Canada, and Germany

Key companies profiled

Alibaba Group Holding Ltd., Alphabet Inc., Amazon.com Inc., Apple Inc., Artificial Solutions International AB, Baidu Inc., Huawei Technologies Co. Ltd., International Business Machines Corp., Microsoft Corp., Oracle Corp., Orbita Inc., Robin Labs, RoboBot Studio, Salesforce Inc., Samsung Electronics Co. Ltd., SAP SE, SoundHound AI Inc., Verbio Technologies SL, Voiceflow Inc., and Xiaomi Communications Co. Ltd.

Market Driver

The voice assistant application market is experiencing significant growth as consumers prioritize convenience with electronic devices, particularly in the context of the smart home concept. In regions with the highest penetration, such as North America and Europe, voice assistant applications are integrated into home appliances to execute tasks based on human commands. Developing economies in Asia Pacific are also adopting this technology. For instance, Godrej Interio, a subsidiary of Godrej Industries Ltd., is developing connected homes in India. However, the company anticipates it will take some time for the concept to gain traction. Amazon Alexa and Google Home are popular voice assistant applications that enable voice-controlled smart home devices. These devices allow users to manage various functions, such as turning on lights or adjusting thermostats, using simple voice commands. Vendors are continuously integrating these smart home devices with voice assistant applications to create a more user-friendly environment. Voice assistant applications are also transforming transportation, urban planning, and city safety by utilizing AI platforms to track user habits, behavioral characteristics, and activities. This data can be used to personalize products and services to meet evolving user needs. Customer service chatbots, powered by voice assistant applications and natural language processing, instantly handle queries and resolve basic issues, enhancing the overall customer experience. Major global companies like Microsoft, IBM, and Alphabet are driving the development of smart cities through innovative initiatives and solutions. Cities such as Amsterdam, Barcelona, Stockholm, and Santa Cruz are already considered smart cities. Developing countries, including India, are implementing smart city projects, focusing on predictive risk management and consumer experience management to monitor consumer data and provide analytics to end-user enterprises. The number of smart cities is projected to increase during the forecast period, leading to the development of new devices and applications tailored to smart cities, further fueling the global voice assistant application market growth. 

Voice assistant applications have become a hot trend in the tech world, driven by the widespread adoption of AI technologies and voice-enabled devices. According to Juniper Research, the number of voice assistant users is expected to reach 8.4 billion by 2024. This growth is fueled by the increasing use of smart speakers, speech recognition, and natural language processing in various industries. SMEs and large enterprises in sectors like banking, financial services, insurance, media and entertainment, healthcare, and more are leveraging voice assistant applications for customer engagement, online purchasing, appointment scheduling, texting, and calling. Machine learning and voice recognition technologies enable precise data collection and analysis, leading to improved efficiency and better patient experience in healthcare verticals. Cloud segment and edge computing are key deployment types for voice assistant applications, ensuring low bandwidth usage and safety instructions. Mergers and acquisitions among technology providers continue to shape the voice assistant application landscape, offering innovative solutions for networked devices and voice-based systems. The future of voice assistant applications lies in their ability to enhance user experience, streamline processes, and cater to the needs of the worldwide population in various industries. 

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Market Challenges

Voice assistant applications have gained significant popularity in recent years, offering convenience and efficiency to users. However, the market faces notable challenges related to data privacy and security. With the increasing use of voice assistant applications over mobile and cloud networks, concerns surrounding network security, particularly in high-security zones, have emerged. The IoT revolution has led to a large-scale combination of physical and virtual worlds, increasing the number of potential entry points for cyber attacks. Some nations have restricted certain applications, such as vehicle and infrastructure communication, due to security concerns. Hackers may target voice assistant systems due to their reliance on machine intelligence and sensors, posing a significant threat to data breaches. These factors may hinder the growth of the voice assistant application market during the forecast period. Organizations and individuals must prioritize robust security measures to mitigate these risks and ensure the safe adoption of voice assistant technology.Voice assistant applications have gained significant traction in today’s digital world, with worldwide population relying heavily on machine learning and voice recognition technologies for convenience. However, challenges persist in delivering seamless user experience. Appointment scheduling, texting, and calling functionalities require precise data and efficient processing, which can be bandwidth-intensive. Cloud-based infrastructure and edge computing are popular solutions, but networked devices and voice-based systems can strain resources. Rising case trends include healthcare verticals, where voice assistants improve patient experience and enable chronic disease management. Mergers and acquisitions shape the technology provider landscape, offering innovative solutions for large enterprises in IT and telecommunications. Natural Language Processing (NLP) and deployment type (cloud) are key considerations for businesses of all sizes. Safety instructions and voice assistant users on mobile devices further expand the market scope. Voice assistant applications continue to evolve, addressing the needs of a growing user base.

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Segment Overview

This voice assistant application market report extensively covers market segmentation by

Application 1.1 Individual users1.2 SMEs1.3 Large enterprisesDeployment 2.1 Cloud2.2 On-premiseGeography 3.1 North America3.2 Europe3.3 APAC3.4 Middle East and Africa3.5 South America

1.1 Individual users- The individual user segment is poised for the fastest growth in the voice assistant application market during the forecast period. This growth is driven by the increasing adoption of smartphones and connected devices, digital content platforms like OTT, and the rising popularity of online gaming. Advanced features in smartphones and PCs, such as speech-to-text and voice commands for gaming, are encouraging individual users to opt for advanced voice assistant application software and services. In 2020, over 2 billion gamers were present worldwide, with significant growth in emerging economies like India and China. The trend of gamers viewing esports as a career option and investing in advanced gaming equipment is driving the demand for voice assistant applications. Additionally, the increasing adoption of smart appliances and connected home environments, particularly smart speakers, is another growth factor. Major vendors like Amazon and Alphabet dominate this market, with the global voice assistive smart speaker market projected to reach USD11.90 billion by 2023. The number of smart speakers in US households is expected to grow by nearly 80% during the forecast period, and over 50% of web searches are already being done through voice assistants. The global smart kitchen appliance market is expected to reach USD24,931.26 million by 2023, and the integration of AI in voice assistant applications will further drive individual user adoption. Technological advances in smart TVs, such as Amazon’s Fire TV Stick Basic Edition with a voice assistant, are also contributing to market growth.

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Research Analysis

Voice assistant applications are revolutionizing the way we interact with technology, powered by advanced AI technologies and speech recognition. With the widespread adoption of voice-enabled devices, customer engagement is at an all-time high. Low code platforms are making it easier for businesses, even SMEs, to develop and deploy voice assistant applications. According to Juniper Research, the worldwide population of voice assistant users is expected to reach 8.4 billion by 2024. Smart speakers and networked devices are driving the growth of voice-based systems. However, they can be bandwidth hogs, making cloud-based infrastructure and edge computing essential. Machine learning and voice recognition technologies are key components of voice assistant applications, enabling features like appointment setting, texting, and calling. Industries like banking, financial services, insurance, media and entertainment, healthcare, and more are leveraging voice assistant applications for enhanced customer experiences and precise data.

Market Research Overview

The voice assistant application market is experiencing rapid growth, fueled by the increasing adoption of AI technologies and voice-enabled devices. Customer engagement through voice-based systems is becoming a priority for businesses, with low code platforms simplifying development. Juniper Research predicts that the number of voice assistant users will reach 8.4 billion by 2024. Smart speakers and other networked devices are driving the demand for voice recognition technologies. Online purchasing, appointment scheduling, texting, and calling are common use cases. SMEs and large enterprises in sectors like banking, financial services, insurance, media and entertainment, healthcare, and IT and telecommunication are investing in cloud-based infrastructure and edge computing for precise data and efficiency. The technology provider landscape is evolving with innovative solutions, including machine learning and natural language processing. The healthcare vertical is a rising case trend, with voice assistant applications improving patient experience, managing chronic diseases, and providing safety instructions. Mergers and acquisitions are shaping the market, with companies focusing on delivering voice assistant applications that cater to the worldwide population’s diverse needs. Despite the benefits, challenges remain, such as bandwidth hogs and the need for cloud-based infrastructure. The technology’s integration with various industries and deployment types, along with enterprise size considerations, requires a thoughtful approach.

Table of Contents:

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

ApplicationIndividual UsersSMEsLarge EnterprisesDeploymentCloudOn-premiseGeographyNorth AmericaEuropeAPACMiddle East And AfricaSouth America

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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U.S. News & World Report Reveals the 2027 Best Places to Retire

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Affordability is a top priority for attendees as Midland, Michigan, holds No. 1 spot.

Summary

Midland, Michigan, is the No. 1 Best Place to Retire for the second year in a row.Affordability is the most considered factor when choosing a place to retire in 2027.Florida and Texas dominate the top 250 Best Places to Retire, offering a number of affordable and retiree-tax friendly locations.

WASHINGTON, Oct. 27, 2026 /PRNewswire/ — U.S. News & World Report, the global authority in rankings and consumer advice, today revealed the 2027 Best Places to Retire in the United States.

Midland, Michigan, retained the No. 1 rank for the second year in a row. Midland scored high in affordability and retiree taxes, helping it to lock in the top spot.

“Retirees are seeking a place that gives them a sense of security and comfort as they live out their golden years,” said Megan Wood, assistant managing editor, home services and real estate. “Whether that comfort prioritizes scenic nature spots, access to multi-cultural experiences, or everyday affordability, places like Midland, Michigan, offer financial safety while still providing a good quality of life.”

Homosassa Springs, Florida, came in at No. 2 due to strong scores in affordability, 55+ population growth and retiree taxes. High performance for, quality of life, retiree taxes, affordability and quality of life resulted in Weirton, West Virginia, placing No. 3 on the list.

U.S. News adjusted its scoring weights for the 2027 rankings to mirror a growing concern for affordability in America. This resulted in multiple double-digit jumps in the top 25, including Paducah, Kentucky (No. 8), ascending into the top 10 for the first time.

“It’s no secret that affordability is top of mind for Americans this year, which is why U.S. News updated its weighting criteria to better align with what retirees prioritize,” Wood said. “The 2027 rankings reflect key metrics used to highlight the places that best suit retiree needs.”

U.S. News evaluated more than 850 U.S. cities – publishing the top 250 places – based on how well they meet American retirees’ expectations against measures including quality of life, affordability, healthcare, retiree taxes, job market, and population and migration for retirees aged 55 and older.

The six measures factored into this year’s rankings were weighted based on a public survey of individuals across the U.S. who are at or approaching retirement age (45 and older) to find out what matters most to people when they’re considering where to retire. Resources include federal, state and local data provided by Applied Geographic Solutions, which includes data sourced from the FBI’s Uniform Crime Reporting program, Bureau of Labor Statistics, Bureau of Economic Analysis and U.S. News’ Best Hospitals rankings. To learn more about how the rankings are determined, read the Best Places to Retire methodology.

Best Places to Retire is part of U.S. News’ Real Estate section, which provides rankings and tools to help individuals navigate the housing market, including home value estimates to working with an agent.

2027 U.S. News Best Places to Retire – Top 10 
*See the full rankings here.

Midland, Michigan Homosassa Springs, Florida Weirton, West VirginiaThe Woodlands, TexasSpring, TexasRancho Rio, New Mexico Altoona, PennsylvaniaPaducah, KentuckyLynchburg, Virginia Palm Coast, Florida 

For more information on Best Places to Retire, explore Facebook, LinkedIn, Tik Tok, Instagram and X using #BestPlacesToRetire.

About U.S. News & World Report
U.S. News & World Report is the global leader for journalism that empowers consumers, citizens, business leaders and policy officials to make confident decisions in all aspects of their lives and communities. A multifaceted media company, U.S. News provides unbiased rankings, independent reporting and analysis, and consumer advice to millions of people on USNews.com each month. A pillar in Washington for more than 90 years, U.S. News is the trusted home for in-depth and exclusive insights on education, health, politics, the economy, insurance, personal finance, travel, automobiles, real estate, careers and consumer products and services.

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SOURCE U.S. News & World Report, L.P.

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IBM Introduces Identity and Control for AI Agents, Securing Frontier Intelligence for the Enterprise

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Enterprises are deploying agents faster than they can verify them. HashiCorp Vault uses Agent Identity to give each agent a governed identity Verified agents still need limits on access. Vault extends its established secrets management to AI agents, built to enforce least-privilege access and enable real-time revocation when an agent attempts an unauthorized action Enterprises can’t scale agents they can’t see, test or account for. IBM watsonx Orchestrate is designed to unify discovery, containment, and evaluation across Amazon Bedrock, Microsoft Foundry and Google Gemini 

ATLANTA, Oct. 27, 2026 /PRNewswire/ — At TechXchange 2026, IBM (NYSE: IBM) is announcing new capabilities to help developers, IT and security teams put AI agents to work across business systems with clear authority and accountability. IBM brings together agent discovery, verified identities, access controls and performance evaluation to help organizations understand who owns each agent, control what it can access, and trace its actions across existing applications and infrastructure.  

According to Gartner, by 2028 the average Fortune 500 enterprise will use over 150,000 AI agents. But only 13% of organizations believe that they have the right AI agent governance in place [1]. Persistent credentials, unclear ownership and disconnected controls make it harder to govern agents as they interact with other agents, invoke tools and act across teams, platforms and clouds. 

“The winners in enterprise AI are changing how their business runs, not simply adding more AI to it,” said Dinesh Nirmal, Senior Vice President, IBM Software. “For agents to take on real work across the systems a company depends on, it requires an AI operating model – one that connects agents to the business’s data, applications and infrastructure and runs them with the same discipline as its most critical systems. Build trust and control into that model, and agents stop being a technology and become a way of doing business.”  

Today’s announcements extend IBM’s portfolio to deliver an AI operating model of four essential systems working together: agents, data, automation and hybrid infrastructure. This starts with the trust and control every agent needs – a verified identity, only the access it needs, and one place to discover, secure and evaluate agents regardless of where they were built. 

Extending HashiCorp Vault to AI agents
HashiCorp Vault manages the secrets and credentials that applications and services use to access business systems. It provides that control through centrally managed secrets, automated rotation for supported credentials, and dynamically generated credentials that expire or can be revoked. These capabilities help reduce the time exposed credentials remain usable and limit access to the permissions configured for each role. 

HashiCorp Vault already secures non-human identities for organizations including ABN AMRO, Adobe, athenahealth, BBVA, BlackRock, Canva, Duke Energy, Expedia, London Stock Exchange, Starbucks, Swiss Federal Railways and Target, across systems that process billions of dollars in transactions [2]. HashiCorp will now extend those capabilities to AI agents, issuing secured, short-lived credentials that limit each agent to what it needs. 

Establishing agent identity and accountability
AI agents are a growing class of non-human identity, alongside applications and services. As they begin acting across business systems, enterprises need a clear record of who owns each agent and what authority it has been granted. HashiCorp is combining governed agent identity with credential controls to help organizations delegate work with defined authority and accountability. 

When used with HashiCorp Vault, Agent Identity establishes the authoritative record for each agent, such as who owns it, its lifecycle status and the authority it has been granted. Built to extend existing identity and security investments, it shares relevant identity and authorization context with Vault’s credential controls – ultimately enforcing least-privilege access and enabling real-time revocation when an agent attempts an unauthorized action. 

Controlling agent credentials and access
Identifying an agent is only the start. Enterprises also need to control the credentials it uses to reach databases, applications and cloud services – and how long those credentials remain valid. As agents invoke tools and act across business systems, their credentials become a critical security boundary. An agent with a long-lived, overprivileged credential can put systems and data at risk if it’s compromised or acts outside its intended task. Enterprises need to establish what each agent’s job is, limit the access it receives and revoke that access when circumstances change. 

These controls extend beyond initial authentication. If an agent attempts to retrieve information or perform actions outside its approved permissions, the access can be denied and session revoked in real time to prevent unauthorized activity. Vault’s short-lived credentials and least-privilege controls can further restrict what an agent accesses and the duration of those permissions.  

Additional capabilities include: 

Vault 2.2 gives agents their own secured accounts, automatically renews their credentials and incorporates post-quantum encryption for quantum-era threats. Secure Hub (public preview) gives companies centralized visibility across their Vault environments to make it easier to understand operational health, usage and security resources. 

At TechXchange, client speakers will share how they use Vault to secure enterprise applications, workloads and AI agents 

athenahealth: Automating certificate management with Vault’s PKI engine. Albert Einstein College of Medicine: Applying IBM Verify and Vault to AI agent identity, just-in-time access, dynamic secrets and auditability. Optum: Using Vault Radar to detect exposed secrets and Boundary for just-in-time, identity-based access. Seven-Eleven Japan: Centralizing and encrypting secrets with Vault Enterprise and detecting hardcoded secrets with Vault Radar. Yum! Brands: Building an identity security platform with IBM Verify, with a look ahead to machine identities and secrets management. 

“AI presents extraordinary opportunities to accelerate biomedical research and discovery, but realizing its potential requires a foundation of security, trust, and responsible governance,” said Shailesh M. Shenoy, Assistant Dean for Information Technology at Albert Einstein College of Medicine. “In my experience, technologies such as IBM Verify and HashiCorp Vault can play an important role in helping organizations establish the identity, access, and security controls needed to innovate with confidence.”  

Managing agents across platforms
Identity tells organizations what an agent is. But they also need to see every agent they have, wherever it was built. IBM watsonx Orchestrate works across the AI ecosystem, not inside a single vendor’s platform, to give organizations one place to discover, secure and evaluate their agents. Capabilities include: 

Discover (tech preview): Organizations can’t govern agents they don’t know exist. Orchestrate connects to platforms such as Amazon Bedrock, Microsoft Foundry and Google Gemini to find agents built in third-party environments, so teams can see and manage agents instead of adding them manually. This capability also extends to models and MCP servers. Contain (tech preview): One rogue agent can disrupt others and spread mistakes across the business. Orchestrate now runs agents in isolated sandboxes so a rogue agent can’t interfere with others. Teams also now have access to a kill switch to shut down any agent. Evaluate: Agents that aren’t tested and tracked can quietly drift off course and increase costs. Teams using Orchestrate can now test the quality, accuracy and compliance of agents, models and MCP servers before deployment, then monitor them in production. Built-in cost tracking shows each agent’s model and token use, so teams can spot what’s driving spend and fix it. 

Orchestrate also works with Vault’s credential controls and Agent Identity to establish what each agent’s job is, govern its authority and enforce least-privilege credential access. Together, these controls help organizations authorize and audit agent actions and rapidly revoke trust and credentials when risk changes. 

Connecting agents to the business
Once agents are authorized to use a company’s APIs and tools, they need to know what already exists, how systems connect, what can be reused safely and what their actions could affect. IBM Integration Intelligence Hub is built to provide that knowledge through its Unified Context Engine, so agents can fix problems like stuck messages or deploy an API using what’s already in place. Skills, approval policies and audit controls keep those actions in check. Instead of rebuilding for AI, organizations can put agents to work on the systems they already depend on. 

Scaling agents with NVIDIA
Agent Identity and HashiCorp Vault integrate with NVIDIA OpenShell secure runtime software, the foundation of the NVIDIA OpenShell Architecture. Together, they pair a protected environment for agents to run in with a verified identity and short-lived credentials for every agent, so each action can be traced, limited and reviewed. 

“Businesses need enforceable control over how agents operate and what they can access,” said John Fanelli, vice president, enterprise software, NVIDIA. “Our work with IBM combines NVIDIA OpenShell’s policy-governed runtime with Agent Identity and HashiCorp Vault to help enterprises scale AI agents with secure execution, verified identities and tightly scoped access to business systems.” 

Responding to Emerging Security Threats
When new vulnerabilities are discovered, enterprises must quickly identify affected systems, determine required changes and deploy fixes without disrupting critical operations. In complex environments, this process often involves multiple teams, tools and processes. 

IBM Concert integrates observability, optimization, incident management and security across applications, infrastructure and networks. With AI-powered insights and proof of exploitability, Concert helps teams to identify high-risk vulnerabilities, assess operational impact, and coordinate responses. These capabilities also help organizations address performance, manage costs and maintain resilience in hybrid environments. 

HashiCorp Terraform provides an infrastructure context and governed workflows for change implementation. New features now generally available and in public preview, including Terraform policy, Terraform Developer Portal and Terraform remote MCP server, enable developers and AI agents to access approved configurations and implement infrastructure changes through established controls. Terraform powered by Infragraph also helps teams understand infrastructure relationships and dependencies for more informed decisions. 

Together, these capabilities enable organizations to progress from identifying vulnerabilities to implementing and verifying remediation, while optimizing the visibility and governance essential for enterprise operations. 

A comprehensive system intelligence and change orchestration layer for IBM Z 
IBM Z Atlas maps a client’s entire z/OS stack across infrastructure, middleware, and applications, and then uses that intelligence to address the manual effort of tasks like patch management, regulatory response, and sharing system knowledge across teams, from systems programmers to application developers. Atlas addresses the leading cause of unplanned z/OS outages – changes that aren’t proven to be safe – by mapping how a change impacts the z/OS stack and testing and validating it. This design (in tech preview) accelerates clients’ modernization efforts by keeping experts in control and giving practitioners, in operations or development, the same shared Z system visibility to reduce risk. 

Availability
HashiCorp Vault 2.2, Agent Identity, watsonx Orchestrate evaluate capabilities, IBM Concert, and HashiCorp Terraform policy are generally available. Secure Hub, Terraform Developer Portal, Terraform remote MCP server, and IBM Z Atlas are in public preview. IBM Integration Intelligence Hub and watsonx Orchestrate discover and contain capabilities are in tech preview. 

Statements regarding IBM’s future direction and intent are subject to change or withdrawal without notice and represent goals and objectives only. 

Learn more
IBM TechXchange is IBM’s annual conference for developers and technology practitioners and brings together nearly 6,500 attendees from 85 countries. This year, the event incorporates HashiConf to bring together the HashiCorp community with practitioners from across IBM, Red Hat and Confluent. Attendees can choose from more than 1,000 sessions and experiences, including 180 hands-on labs, 260 client-led sessions and more than 50 certification exams. Speakers include American Airlines, Bradesco, Citi, CVS Health, Deutsche Bank, DoorDash, Hertz, and US Bancorp who will share how they are making AI enterprise ready. 

Session livestream and replays will be available here: ibm.biz/txc26-livestream.  

Supporting Materials

Strengthen security for agentic AI with new Vault, Verify, Boundary, and Secure Hub capabilities  IBM Agent Identity now generally available: Building Trust for the Agentic Era  Vault Enterprise 2.2 advances identity security, PKI, and cryptoagility  Announcing the public preview of Secure Hub: govern Vault at scale  IBM watsonx Orchestrate advances AI agent management with new capabilities  IBM Integration Intelligence Hub gives AI the context to act, not just access IBM Concert platform advances the path to cross-domain agentic IT operations  Terraform advances infrastructure lifecycle management for the agentic era Introducing IBM Z Atlas: Change Intelligence for IBM Z 

[1]: Gartner Identifies Six Steps to Manage AI Agent Sprawl
[2]: HashiCorp Vault client stories  

About IBM  
IBM is a leading provider of global hybrid cloud and AI, and consulting expertise. We help clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Thousands of governments and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and consulting deliver open and flexible options to our clients. All of this is backed by IBM’s long-standing commitment to trust, transparency, responsibility, inclusivity and service. Visit www.ibm.com for more information. 

Media contacts:

Sarah Benchaita
IBM
sarah.benchaita@ibm.com

Kate Lehman
IBM
Kate.Lehman@ibm.com 

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Three Blind Spots Leave Industrial Companies Exposed to Critical Mineral Shortages

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Boston Consulting Group Finds Industrial Companies Underestimate Their Critical Mineral Exposure, Which Also Limits Their Access to Public CapitalDemand for Key Minerals Is Projected at 120% to 250% of Forecast Supply Through 2040An Estimated $3.5 Trillion of Products Depend on Gallium, a “Mosquito Mineral” Traded in a Market Under $350 Million a YearSome Governments Have Deployed Less Than 10% of Their Critical Minerals Funds

BOSTON, Oct. 27, 2026 /PRNewswire/ — Industrial companies are underestimating their exposure to critical mineral shortages and missing a strategic opportunity as a result, according to new analysis from Boston Consulting Group (BCG). Three blind spots in the metrics that companies rely on hide where the risk sits, including what BCG calls “mosquito minerals,” so small by traded value that they never reach a risk register.

These are among the findings of Why Critical Mineral Shortages Are a CEO Issue, a BCG report released today. BCG’s proprietary model projects demand for key inputs, including rare earths, graphite, copper and lithium, at roughly 120% to 250% of forecast supply through 2040.

“Most industrials track exposure through spend and direct supplier data, and the minerals that can stop a production line are often the ones they spend almost nothing on,” said Tycho Möncks, a BCG managing director and partner and a coauthor of the report. “The question for CEOs and boards is not whether their company is exposed. It is. The question is whether they intend to live with that exposure or turn it into an advantage.”

Small Markets Can Stall Large Industries

Companies often start their risk assessment with the bill of materials, which points them toward high-volume metals such as copper and lithium. Mosquito minerals fall outside that view. Their traded value is tiny, but the value chains that depend on them are not.

Rare earths. The rare earths used in a fighter jet are worth less than the paint that coats the plane.Gallium. The global market is worth under $350 million a year, with production of only about 900 tons, yet BCG estimates about $3.5 trillion of final products depend on it.Arsenic. The upstream market is about $50 million worldwide, yet a single producer supplies roughly 60% of the ultra-high-purity grade used in 5G and 6G infrastructure, data center optics, radar systems, and defense electronics.Byproduct supply. Gallium, germanium and arsenic are recovered as byproducts of other mining and industrial processes, so the host metal’s market sets their supply. Even a sharp price spike may not bring new production.

Exposure Hides Below Tier One Suppliers

A company that buys almost no critical minerals directly can still be acutely exposed because minerals arrive embedded in motors, magnets, power modules, lasers and sensors. They also sit in the tools and processes used to make those components, from crucibles and catalysts to dies and the capital equipment itself.

Turbine blades, engine blocks and structural aerospace components, for example, are machined with cutting tools made of tungsten carbide bonded with cobalt. A manufacturer that has never bought either metal directly can still see production stop if those tools run short, a dependency that appears on no bill of materials.

Companies also tend to map where critical minerals are mined, but for some minerals the bottleneck is processing, not production. A map of where assets sit and a map of who owns them can look very different, so a change of supplier that looks like diversification may leave a company’s exposure unchanged.

Public Capital Is Committed but Largely Unspent

The three blind spots also lead to a strategic miss. The International Energy Agency reports that public finance commitments to critical minerals in advanced economies reached around $65 billion in 2025, more than four times the 2023 level. BCG’s review of government-backed vehicles found the flagship instruments barely deployed, with some countries having spent less than 10% of their allocated capital and others nothing.

These vehicles are designed to draw in private capital, and offtake requirements are typically the main eligibility gate. BCG argues that companies without a clear view of their own exposure cannot make a credible commitment, and so cannot qualify. The funds are not free money: they carry conditions such as reporting obligations and localization requirements, and they represent only about one tenth of the capital needed through 2040. But for industrial companies, BCG says, they are a way to build a competitive advantage.

Several of the companies that have reframed their approach and tapped public capital are industrial companies and trading firms, not miners, and BCG found that in each case the CEO and executive team led the process of identifying and correcting their blind spots.

“These blind spots have a cost beyond risk. The money is there, but it comes with offtake requirements, and a company cannot make a credible commitment without knowing its own exposure,” said Karthik Valluru, a BCG managing director and senior partner who coauthored the report. “Mapping that exposure properly is where the opportunity starts.”

Download the publication here:

https://www.bcg.com/publications/2026/critical-minerals-risk-blind-spots

Media Contact: 
Bruce Wraight
wraight.bruce@bcg.com 

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SOURCE Boston Consulting Group (BCG)

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