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Think 2026: IBM Delivers the Blueprint for the AI Operating Model as the AI Divide Widens

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Next-generation agent orchestration and agentic development give enterprises a unified way to plan, build, deploy, and govern AI agents at scaleReal-time, AI-ready data foundation gives enterprises the governed, connected information agents need to act with speed AI-powered hybrid cloud management connects infrastructure, security, and operations across hybrid environmentsBuilt-in governance and sovereignty controls let enterprises run AI at scale

BOSTON, May 5, 2026 /PRNewswire/ — Today, at its annual Think conference, IBM (NYSE: IBM) announced its most comprehensive expansion of enterprise AI and hybrid cloud management capabilities to date. Products and capabilities unveiled today include the next generation of IBM watsonx Orchestrate for multi-agent orchestration, IBM Confluent to bring real-time data to AI, IBM Concert platform for intelligent operations, and IBM Sovereign Core for operational independence.

The announcements address the defining challenge facing enterprises: many have invested heavily in AI, but only few believe it is paying off. The products and capabilities unveiled today address this gap for enterprises.

“The enterprises pulling ahead are not deploying more AI – they’re redesigning how their business operates,” said Arvind Krishna, Chairman and CEO, IBM. “Running AI in the enterprise requires a new operating model, and IBM is enabling organizations to manage AI-driven systems with the same rigor, governance, and scale as their most critical infrastructure.”

A New Operating Model for the Agentic Enterprise
AI requires a new operating model, built on four integrated systems working together: agents through coordinated AI that executes and adapts across the business; data through real-time, connected information that gives teams a shared view of what’s happening; automation through end-to-end infrastructure and automated workflows that scale across processes; and hybrid through operational independence for sovereignty, governance, and security that allows AI to run consistently and with controls. Each is a separate priority that enterprises are chasing. Together, they represent a fundamental shift from improving parts of the business to changing how the business operates. Today’s announcements represent the next evolution of IBM’s portfolio, to deliver against the operating model.

Agents: Orchestration and Development at Scale
As organizations move from deploying a handful of agents to managing thousands, built by different teams on different platforms, the core challenge shifts from building agents to keep them governed and auditable in near real time.

IBM is announcing the next generation of watsonx Orchestrate (available in private preview), evolving it into an agentic control plane for the multi-agent era, where organizations can deploy agents from any source with consistent policy enforcement and accountability.

Alongside watsonx Orchestrate, IBM recently announced:

IBM Bob (generally available), an agentic development partner designed for the enterprise, partners with developers to build agents with security and cost controls built in.

Data: AI-Ready Foundation
For most enterprises, data is siloed and without meaning. To effectively power agentic systems with up-to-date data, IBM is delivering, real-time, AI-ready data foundation through its recent acquisition of Confluent for real-time data streaming built on Kafka and Flink technologies, and pairing new capabilities coming to watsonx.data with a real-time context layer for AI.

Additional announcements include:

Context in watsonx.data (available in private preview) extends watsonx.data with an open, federated context layer that makes enterprise AI reason reliably over business data — applying semantic meaning, enforcing governance at runtime, and making decisions explainable. Featuring new capabilities including context, OpenRAG, and OpenSearch on watsonx.data, and Confluent’s Real-Time Context Engine.Confluent and Tableflow integration with watsonx.data (generally available) and Confluent and Flink integrations with watsonx.data deliver unified AI and analytics across all data, connecting real-time event streaming with batch workloads across the hybrid enterprise.watsonx.data GPU-accelerated Presto (available in private preview) showed the potential to significantly reduce the cost of running certain workloads and processing time on large enterprise datasets in internal benchmark testing with NVIDIA. In a proof of concept with Nestlé, the engine delivered 83% cost savings and an overall 30x price-performance improvement on a global data mart spanning 186 countries.IBM Z Database Assistant (available in private preview) gives Db2 and IMS database administrators an AI-powered workspace to monitor performance, automate routine tasks, and optimize configurations across complex IBM Z environments.HCP Terraform powered by Infragraph (available in public preview) delivers unified infrastructure visibility through a centralized, event-driven knowledge graph by connecting data across cloud environments, infrastructure-as-code workflows, security tooling, and operations platforms to help streamline operations and automate remediation.

Automation: Intelligent Infrastructure Operations
Running AI at the core of the business can make infrastructure exponentially more complex, and most enterprises are managing that complexity through fragmented tools, siloed teams, and humans serving as the connective layer between systems that were never designed to work together.

IBM is announcing IBM Concert platform (available in public preview), an AI-powered operations platform to move organizations from passive monitoring to coordinated, intelligent response. Where traditional tools capture metrics, the Concert platform brings systems together. It correlates signals together into a single view across applications, infrastructure, network, without requiring organizations to rip and replace existing tooling.

Concert delivers this through three interconnected capabilities: cross-domain understanding to eliminate silos and surface what matters most; context-driven decisions that correlate signals across risk and dependencies, so teams act from a shared, clear view; and coordinated execution that moves organizations from insight to action with built-in governance and human oversight.

The threat landscape is changing— AI can now identify and exploit vulnerabilities in hours, not days. IBM Concert Secure Coder (available in public preview) addresses this by embedding security management directly into the developer workflow. Available in IBM Bob and VS Code, it identifies and prioritizes risks as code is written, and can generate automatic remediations to fix vulnerable code, or patch OS, middleware, packages and images. This makes security continuous and proactive and can help identify vulnerabilities before they are exploited.

Additional announcements include:

HCP Terraform powered by Infragraph (available in public preview) transforms infrastructure into a live, intelligent system with real-time visibility and context-aware automation across the infrastructure lifecycle.IBM Vault 2.0 (generally available) introduces AI-driven analysis of leaked secrets for rapid triage, dynamic short-lived credentials across major cloud providers, and automated secrets rotation to reduce credential sprawl.IBM zSecure Secret Manager (planned availability June 2026) brings enhanced security automation to RACF mainframe environments, integrating with IBM Vault Self-Managed for IBM Z and LinuxONE to streamline certificate lifecycle management.

Hybrid: Operational Sovereignty
AI embedded into the core of business means it operates in the most sensitive and complex environments: regulated data, critical infrastructure, cross-border jurisdictions. For those contexts, compliance cannot be a configuration choice.

IBM is announcing the general availability of IBM Sovereign Core, a platform that embeds policy at the infrastructure runtime level, so governance can be addressed as regulatory requirements evolve, while prioritizing workload portability. IBM Sovereign Core includes an extensible catalog that organizations can curate for their own users, with their own applications, or populated with pre-vetted IBM, third-party and open-source software and services from an ecosystem of partners that includes: AMD, ATOS, Cegeka, Cloudera, Dell, Elastic, HCL, Intel, Mistral, MongoDB and Palo Alto Networks.

Built on open, enterprise-grade technologies like Red Hat OpenShift and Red Hat AI, IBM Sovereign Core enables organizations to extend existing investments across hybrid and partner environments.

Supporting Materials:
Blog: Manage all your AI agents in one place with watsonx Orchestrate
Blog: Shifting from AI-assisted coding to AI-assisted delivery with IBM Bob
Blog: Real-time context for AI across hybrid environments
Blog: Introducing GPU acceleration for IBM watsonx.data
Blog: IBM Data Gate for Confluent: Turning Z data into real-time action
Blog: IBM Z Database Assistant brings intelligent operations for the AI era
Blog: Introducing IBM Concert platform: Closing the gap between insight and action
Blog: Announcing IBM Concert Secure Coder: Bringing security to the moment code is written
Blog: Introducing HCP Terraform powered by Infragraph: Now in public preview
Blog: Vault Enterprise 2.0 modernizes identity security at scale
Blog: Introducing IBM zSecure Secret Manager: Bringing automated certificate lifecycle management to IBM z/OS
Blog: IBM Sovereign Core creates AI-ready sovereign environments with verifiable control

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

Examples presented are illustrative only. Actual results will vary based on client configurations and conditions and, therefore, generally expected results cannot be provided.

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 contact:

Kate Lehman
IBM
Kate.Lehman@ibm.com

Logo – https://mma.prnewswire.com/media/2319830/5953188/IBM_LOGO_1.jpg

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LendingTree, Inc. to Report Third Quarter 2026 Earnings on November 3, 2026

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CHARLOTTE, N.C., Oct. 20, 2026 /PRNewswire/ — LendingTree, Inc. (NASDAQ: TREE), operator of LendingTree.com, the nation’s leading online financial services marketplace, today announced that it will release fiscal third quarter 2026 results after market close on Tuesday, November 3, 2026.  The company will also post a letter to shareholders on the Company’s website at investors.lendingtree.com.

The Company will hold its earnings conference call at 4:30 p.m. ET to discuss the release, which will be simultaneously webcast via the Company’s website at investors.lendingtree.com.  The webcast replay will be available following the event.

About LendingTree, Inc.

LendingTree, Inc. is the parent of LendingTree, LLC and several companies owned by LendingTree, LLC (collectively, “LendingTree”).

LendingTree (NASDAQ: TREE) is one of the nation’s largest, most experienced online financial platforms, created to give consumers the power to win financially.  LendingTree provides customers with access to the best offers on loans, credit cards, insurance and more through its network of over 770 financial partners.  Since its founding, LendingTree has helped millions of customers obtain financing, save money, and improve their financial and credit health in their personal journeys. With a portfolio of innovative products and tools and personalized financial recommendations, LendingTree helps customers achieve everyday financial wins.

LendingTree, Inc. is headquartered in Charlotte, NC. For more information, please visit www.lendingtree.com.

INVESTOR RELATIONS:
investors@lendingtree.com

MEDIA RELATIONS:
press@lendingtree.com

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SOURCE LendingTree, Inc.

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Hagerty to Report Third Quarter 2026 Results and Host Conference Call on Tuesday, November 3, 2026

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TRAVERSE CITY, Mich., Oct. 20, 2026 /PRNewswire/ — Hagerty, Inc. (NYSE: HGTY), a business that makes it easier and more enjoyable to be a driving enthusiast, today announced it will report its third quarter 2026 financial results before the market opens on Tuesday, November 3, 2026.

Hagerty will hold a conference call to discuss the financial results at 10:00 am Eastern Time on that day. A live webcast of the conference call will be available on Hagerty’s investor relations website at investor.hagerty.com. To dial-in for the conference call, please register using the link found here to receive your unique dial-in and PIN.

A webcast replay of the call will be available at investor.hagerty.com following the call.

About Hagerty, Inc. (NYSE: HGTY)
Hagerty is a company built by drivers for drivers, protecting 3.0 million vehicles in the United States, Canada and the UK. We make it easier and more enjoyable for enthusiasts to drive and celebrate the machines they love through innovative insurance products, live and digital auctions, engaging media and events, and the Hagerty Drivers Club, the world’s largest membership community of car lovers.

For more information, please visit www.hagerty.com or www.newsroom.hagerty.com. 

Category: Financial

Source: Hagerty

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Data Center Air Filtration Market to Reach USD 1.19 Billion by 2035 as Replacement Filters and Gas-Phase Media Drive Recurring Spend – DC Market Insights

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Market grows at an 8.59% CAGR from USD 520.20 million in 2025; replacement filters hold 78.3% of spending and gas-phase filtration grows fastest at 11.16% a year

LONDON, Oct. 20, 2026 /PRNewswire/ — The “Data Center Air Filtration Market – Growth, Share, Opportunities & Competitive Analysis, 2026-2035” report has been added to the DC Market Insights offering. The global Data Center Air Filtration Market was valued at USD 520.20 million in 2025, is estimated at USD 589.74 million in 2026, and is projected to reach USD 1.19 billion by 2035, growing at a CAGR of 8.59% from 2025 to 2035. DC Market Insights finds that this is primarily a recurring consumables market: replacement filters and media account for 78.3% of 2025 value, while liquid cooling slows first-fit demand by moving more AI rack heat away from the room air path.

Data Center Air Filtration Market at a Glance

Metric

Value (DC Market Insights estimate)

Market size, 2020

USD 314.90 million

Market size, 2025 (base year)

USD 520.20 million

Market size, 2026

USD 589.74 million (+13.4% year on year)

Market size, 2030

USD 843.18 million

Market size, 2035

USD 1.19 billion

CAGR 2025-2035

8.59% (low case 7.55%, high case 9.78%)

Largest filter type

Fine filters, 38.0% of 2025 value

Fastest-growing filter type

Gas-phase filtration, 11.16% CAGR

Leading region

North America, 39.0% (USD 202.87 million)

Fastest-growing region

Middle East and Africa, 12.13% CAGR

Market leader

Camfil, about 15% of 2025 value

Key Takeaways

USD 407.26 million, or 78.3% of 2025 value, is replacement spending because filters on the installed air-handled base are changed one to two times a year.The fleet-average filter bill is about USD 3,600 per MW of air-handled IT load a year in 2025.Gas-phase filtration grows 11.16% a year as operators manage corrosive gases and ASHRAE G1 limits in polluted and industrial hubs.Outside-air economizer intakes account for 27.0% of 2025 value and grow 10.10% a year as more sites use free-air cooling.Liquid cooling restrains first-fit demand: new-build first-fit filters grow 5.48% a year while replacement filters and media grow 9.33%.

Scope & Segmentation – Data Center Air Filtration Market

The report analyzes the market across the following segments:

Filter Type: Pre-Filters; Fine Filters; HEPA and EPA Filters; Gas-Phase Filtration; Housings, Frames and Pressure MonitoringApplication: CRAH/CRAC and Fan-Wall Recirculation; Outside-Air Economizer Intakes; Make-Up Air and Pressurization Units; Generator, Battery and Electrical RoomsPurchase Type: First-Fit with New Builds; Replacement Filters and MediaData Center Type: Hyperscale and AI Cloud Data Centers; Colocation Data Centers; Enterprise and Edge Data CentersGeography: North America; Europe; Asia Pacific; Latin America; Middle East and Africa, with 12 country forecasts

Report Updated: Oct. 20, 2026

Get Free Sample Report – Data Center Air Filtration Market

“Data center air filtration is increasingly an installed-base business. Liquid cooling reduces the air path in new AI halls, but hundreds of gigawatts of air-handled capacity still need recurring filter changes, and polluted or corrosive locations require more expensive fine and gas-phase media. That makes replacement contracts, pressure monitoring and chemical filtration the most defensible growth pools through 2035.”

— Amit Jain, Senior Consultant, ICT & Emerging Technologies, DC Market Insights, report author

Why This Report Matters

Air filtration sits at the intersection of equipment reliability, free-air cooling efficiency and contamination control. The report helps filter manufacturers, cooling vendors, data center operators, hyperscalers, colocation providers and investors size first-fit and replacement demand, compare filter classes and identify geographies where dust, smoke and corrosive gases raise lifecycle spending.

Key Attributes

Report attribute

Details

Historical Period

2020-2024

Base Year

2025

Forecast Period

2026-2035

Market Size 2025

USD 520.20 million

Market Size 2026

USD 589.74 million (+13.4% year on year)

Market Size 2035

USD 1.19 billion

CAGR 2025-2035

8.59% (low case 7.55%, high case 9.78%)

Leading Region

North America, 39.0% (USD 202.87 million)

Report Format

PDF + Excel

How Big Is the Data Center Air Filtration Market in 2026?

DC Market Insights values the Data Center Air Filtration Market at USD 589.74 million in 2026, 13.4% above 2025, as new capacity receives first-fit filters and the air-handled installed base continues to expand. The market remains tied more closely to replacement cycles than to new construction alone.

Year

Market size

2020

USD 314.90 million

2025

USD 520.20 million

2026

USD 589.74 million (+13.4% year on year)

2030

USD 843.18 million

2035F

USD 1.19 billion

Source: DC Market Insights, Data Center Air Filtration Market report, Oct. 20, 2026.

Why Does Replacement Spending Outgrow First-Fit Demand?

Liquid cooling removes a growing share of AI rack heat from the room air path, which limits the volume of first-fit filters required per new megawatt. Replacement demand behaves differently: existing air-cooled and hybrid halls continue to change pre-filters, fine filters and gas-phase media according to pressure drop, contamination and operating conditions. DC Market Insights therefore models replacement filters and media growing 9.33% a year, compared with 5.48% for first fit.

Which Filter Type Leads Data Center Air Filtration Spending?

Fine filters lead 2025 spending with 38.0% of market value, while gas-phase filtration grows fastest as operators manage sulfur dioxide, hydrogen sulfide and other corrosive contaminants around industrial and urban locations.

Filter type

2025 value

Share 2025

2035 value

CAGR

Pre-Filters

USD 109.24M

21.0 %

USD 213.46M

6.93 %

Fine Filters

USD 197.68M

38.0 %

USD 438.80M

8.30 %

HEPA and EPA Filters

USD 26.01M

5.0 %

USD 59.30M

8.59 %

Gas-Phase Filtration

USD 98.84M

19.0 %

USD 284.63M

11.16 %

Housings / Monitoring

USD 88.43M

17.0 %

USD 189.75M

7.93 %

DC Exclusive: The 1 MW Filter Change-Out Ledger

DC Market Insights estimates a 2025 fleet-average replacement bill of about USD 3,600 per MW of air-handled IT load a year. The model combines airflow, filter-face count, filter prices and change frequency across recirculation, outside-air intake, make-up air, gas-phase media and electrical-room applications. This ledger explains why the installed base, rather than only the annual build cohort, drives long-term revenue.

Metric

2025 estimate

Replacement filter bill per air-handled MW

USD 3,600/year

First-fit bill per new air-handled MW

USD 11,000

Replacement share of market

78.3 %

Air-handled load

113.1 GW

Which Region Leads the Data Center Air Filtration Market?

North America leads with 39.0% of 2025 value, while the Middle East and Africa grows fastest at 12.13% a year as desert dust and harsh ambient conditions shorten filter life on new Gulf campuses. The United States is the largest country market, while India grows rapidly because dust and corrosive gases increase the need for fine and chemical media.

Indicator

2025 / Base

Outlook

Leading region

North America, 39.0% (USD 202.87 million)

Largest regional spending pool through the forecast

Fastest-growing region

Middle East and Africa, 12.13% CAGR

Dust-intensive Gulf campuses accelerate replacement demand

Largest country

United States, USD 189.34M in 2025

Remains the largest national market

How Could the 2035 Forecast Change?

The 2035 outcome depends on how much AI heat remains on the air side and how quickly filter prices and specification levels rise. The base case assumes liquid-cooled megawatts still send part of their heat to room air and replacement costs continue to increase.

Scenario

Assumption

2035 value

CAGR 2025-2035

Low

Lower air-side heat share and slower replacement inflation

USD 1.08B

7.55 %

Base

15% air-side heat share in mature liquid-cooled halls

USD 1.19B

8.59 %

High

Higher air-side heat share and wider MERV 13 / gas-phase adoption

USD 1.32B

9.78 %

Competitive Landscape and Recent Developments

The top five suppliers account for about half of 2025 value. Competition centers on particulate efficiency, pressure drop, molecular contamination control, replacement logistics and the ability to serve hyperscale customers across multiple regions.

Companies profiled include:

Camfil; AAF International (Daikin Industries); Parker Hannifin (Filtration Group and Purafil); Freudenberg Filtration Technologies; MANN+HUMMEL; Donaldson Company; Ahlstrom.

In September 2025, Camfil opened a HEPA and ULPA filter line at its Manesar plant in India.In November 2025, Parker Hannifin agreed to acquire Filtration Group, including Purafil, for USD 9.25 billion in cash.In November 2025, AAF International launched its AstroSorb molecular filter line in the United States.In March 2026, Camfil acquired Bioconservación (Bion) of Spain to expand molecular contamination control.In May 2026, Donaldson completed its acquisition of Facet Filtration and Camfil broke ground on a 14,400-square-metre expansion in Malaysia.In August 2026, Parker completed the Filtration Group acquisition, expected to add about USD 1.8 billion to fiscal 2027 sales.

Frequently Asked Questions

What is the size of the Data Center Air Filtration Market?

USD 520.20 million in 2025 and USD 589.74 million in 2026, projected to reach USD 1.19 billion by 2035 at an 8.59% CAGR.

Which filter type leads the market?

Fine filters, including bag and rigid box filters, with 38.0% of 2025 value.

Which segment grows fastest?

Gas-phase chemical filtration, at 11.16% a year through 2035.

Why is replacement spending so important?

Filters on the installed air-handled base are replaced repeatedly, giving replacement filters and media 78.3% of 2025 value.

Which region leads?

North America with 39.0% of 2025 value; the Middle East and Africa grows fastest at 12.13% a year.

Who are the leading suppliers?

Camfil, AAF International, Parker Hannifin, Freudenberg Filtration Technologies and MANN+HUMMEL are among the leading suppliers.

Methodology

DC Market Insights builds the market bottom-up from air-handled installed IT load, annual new capacity, filter faces per MW, replacement frequency, public filter price anchors and application mix. The model is checked against an all-air ceiling, supplier sales and a MERV 8 replacement floor before regional and segment splits are reconciled.

Download Sample Report – Data Center Air Filtration Market

Related Reports from DC Market Insights

 

Data Center Thermal Management MarketData Center Precision Air Conditioning MarketData Center Cooling MarketData Center Liquid Cooling MarketData Center Cooling Tower Market

DC Market Insights Data & Tools

Explore live datasets and decision tools used across DC Market Insights research:

Data Center Database 

Data Centers 

Data Centers Operators 

Global Data Center Capacity 

Deal Tracker 

Power Policy 

Data Center PUE Calculator 

Data Center Construction Pipeline 

Data Center Transaction Comps 

Data Center Site Risk 

Data Center Electricity Rates 

Data Center Footprint 

About DC Market Insights

DC Market Insights is a dedicated research and consulting firm that empowers data center leaders with actionable intelligence. We combine rigorous market research, advanced analytics and practical advisory support to help organizations make confident decisions in an increasingly complex digital infrastructure landscape. Our goal is to transform data into clarity, giving clients the ability to act decisively on strategy, investment and execution.

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