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IDC MarketScape: Worldwide Talent Acquisition for Midmarket 2026 Vendor Assessment

Abhinav Shrivastava — Wed, 21 Oct 2026 04:00:00 GMT

This IDC study provides an assessment of talent acquisition vendors catering to midmarket buyers. Midmarket organizations are operating under the same AI-driven structural shift as the enterprise segment, but with far fewer resources to absorb it. Vendors’ capabilities are converging around similar AI and agentic features, but governance maturity varies widely. Pricing transparency, implementation speed, and the depth of available vendor support stand out as decisive factors for buyers. Buyers seeking to engage with a midmarket-focused talent acquisition vendor should confirm AI activation support, along with a governance framework and documentation, before signing a contract.

“Midmarket buyers are looking for a talent acquisition solution that enables their lean teams to strengthen candidate engagement, improve skill-signal quality, and drive overall hiring efficiency,” said Abhinav Shrivastava, senior research manager, Talent Acquisition and Strategy, IDC. “Vendors that help buyers deploy and scale AI for talent acquisition will overtake those that stay focused on building out capability without revisiting activation and value delivery.”

IDC MarketScape: Worldwide Telecom Cloud Service Providers 2026 Vendor Assessment

Peter Chahal, Ahmad Latif Ali, Ajeet Das, Nikhil Batra — Wed, 21 Oct 2026 04:00:00 GMT

This IDC study assesses the capabilities and strategies of network equipment vendors and cloud service providers delivering infrastructure and managed cloud services for telecom network workloads. The evaluation focuses on providers' ability to support key network domains, including radio access networks (RANs), cloud-native 5G core, and operations support systems (OSSs), while meeting the performance, scalability, resilience, security, and latency requirements of carrier-grade environments. Emphasis is placed on support for distributed network architectures across operator datacenters, edge locations, private clouds, and public cloud infrastructure through hybrid and multicloud deployment models.

This IDC study evaluates providers on their current capabilities in cloud infrastructure, automation, orchestration, observability, life-cycle management, and multivendor network support, as well as their strategies for enabling telecom providers' long-term network transformation objectives. The assessment considers each provider's vision, road map, ecosystem partnerships, investments, and execution in helping telecom providers transition toward increasingly software-defined, automated, and cloud-native network architectures.

"The story of this market is not who claims to do the most; it's who can prove they've already done it. Nearly every vendor in this assessment describes the same cloud-native, AI-automated vision for RAN, core, and OSS, but the gap between this vision and the disclosed production evidence is where the real competitive separation lies," said Peter Chahal, research director, Worldwide Telecommunications Services and Strategies at IDC. "Telcos evaluating this space should treat the specificity of a vendor's answer, a named customer, a measured outcome, or a documented region as more predictive of future success than the ambition of its road map. In telecom cloud, evidence is quickly becoming the only currency that matters."

IDC MarketScape: Worldwide Private Cloud Infrastructure Software Platforms 2026–2027 Vendor Assessment

Shahin Hashim, Phil Goodwin — Tue, 20 Oct 2026 04:00:00 GMT

This IDC study presents a worldwide assessment of private cloud infrastructure software platform providers through the IDC MarketScape model. It evaluates thirteen vendors (Broadcom, Canonical, HPE, IDT System, Mirantis, Nutanix, OpenNebula, Platform9, Red Hat, Sangfor, SUSE, VergeIO, and Virtuozzo) against a structured framework of capability and strategy criteria, drawing on vendor briefings, product documentation, a customer reference survey, and independent IDC research. Private cloud infrastructure software has moved from a stable, mature layer of the datacenter into one of the most actively contested decisions in enterprise IT. Three converging pressures are reshaping it: the disruption of the incumbent virtualization stack, the arrival of AI as an on-premises and increasingly sovereign workload, and a sharpened focus on data sovereignty and cost. The market is now bifurcated between broad full-stack providers and focused challenger platforms, and the historical line between virtualization and container platforms is blurring. This study is intended to help infrastructure and platform engineering leaders match a platform to their own workload profile, migration realities, sovereignty and certification requirements, and multiyear modernization plans, rather than default to a reflexive renewal.

"Private cloud infrastructure software is no longer a settled market. A forced migration away from the dominant incumbent, the pull of on-premises and sovereign AI, and renewed pressure on cost and control have turned the platform choice into a multiyear strategic decision, and buyers are rewarding vendors that deliver on their commitments over those with the longest feature list," says Shahin Hashim, associate research director, Storage and Data Management, Enterprise Infrastructure, IDC.

IDC MarketScape: Worldwide Talent Acquisition for Enterprise 2026 Vendor Assessment

Abhinav Shrivastava — Tue, 20 Oct 2026 04:00:00 GMT

This IDC study provides an assessment of talent acquisition vendors that primarily serve enterprise buyers. The research finds enterprise buyers dividing along a suite versus standalone architecture choice, where vendors embedded in a broader HCM system are weighed against purpose-built recruiting platforms on configurability and integration depth. Agentic AI has become the dominant vocabulary across nearly every profile, though vendor maturity varies widely in governance, auditability, and human oversight. Skills-based matching and candidate fraud detection are emerging as baseline enterprise requirements rather than differentiators. Buyers are advised to weigh platform maturity against their own hiring complexity and to treat AI governance evidence as a deployment prerequisite.

"Talent acquisition has moved from a people function to becoming a strategic revenue activation function for enterprises, and the buyers in the segment do not judge talent acquisition vendors by the count of AI agents or features," said Abhinav Shrivastava, research manager, Talent Acquisition and Strategy, IDC. "The vendors that can help buyers drive hiring and talent placement efficiency, empowered by transparent and auditable AI capabilities, will define enterprise hiring for the next cycle."

Addressing Critical Data Challenges in Retail: Fast-Evolving Data Management Roles and Strategies for Successful AI

Cristiano Quattrini, Margot Juros — Mon, 19 Oct 2026 04:00:00 GMT

This IDC Perspective discusses how retailers are accelerating investment in AI, but IDC’s 2026 Global Retail Survey shows that scaling AI depends heavily on the maturity of the underlying data environment. While 42% of retailers identify digital skills and talent as the largest individual barrier, poor data synchronization and integration at 34%, limited access to real-time data and analytics at 34%, and insufficient operational and customer data visibility at 29% form a significant cluster of structural constraints.

The same pattern appears in individual retail functions. Real-time network-wide inventory visibility remains a leading operational challenge, while difficulty personalizing at scale highlights persistent customer data fragmentation. Retailers therefore need to treat data integration, semantic consistency, ownership, real-time information, governance, and observability as core elements of their AI strategies.

Successful AI will depend less on the volume of data a retailer owns and more on its ability to provide trusted, timely, semantically clear, and appropriately governed information to humans, applications, and increasingly autonomous AI systems.

“Retailers are discovering that scaling AI is often less about finding a better model and more about giving this model a reliable representation of the business. Data synchronization, real-time access, and visibility sit immediately behind talent among the main barriers to AI execution. As AI moves closer to inventory, customer decisions, fulfillment, pricing, and store operations, data management becomes part of the operating model itself. Retailers that treat integration, inventory visibility, customer data unification, and governance as core AI capabilities will be much better positioned to move from experimentation to scalable business value,” says Cristiano Quattrini, senior associate advisor, IDC Retail Insights.

Designing for Organizational Agility: Structural, Procedural, and Cultural Principles Technology Leaders Should Adopt Now

Niel Nickolaisen — Mon, 19 Oct 2026 04:00:00 GMT

This IDC Perspective identifies principles that make organizational structures, processes, and culture agile by design rather than agile by necessity. As the pace of technology and market change continues to increase, organizations that wait to react will find themselves perpetually behind; organizations that build simplicity, loose coupling, minimal bureaucracy, and a passion for flow into how they plan, govern, and operate will instead find agility built into their operating models. This shift asks technology leaders to extend principles they already trust in architecture (simplicity and loose coupling chief among them) to the organizational structures, processes, and cultures they lead.

"We have spent years designing our systems for replaceability and simplicity. The organizational structure, processes, and cultures around those systems deserve the same design discipline," said Niel Nickolaisen, adjunct research advisor for IDC's IT Executive Programs (IEP) practice. "Agility is not a single reorganization or a new planning template; it is what happens when simplicity, loose coupling, minimal bureaucracy, and a relentless focus on flow are designed into how an organization works, so that adapting to change becomes routine rather than exceptional."

From the AIforce Interface to the Platform: A Retail Lens on Salesforce's Dreamforce 2026

Ornella Urso — Mon, 19 Oct 2026 04:00:00 GMT

This IDC Perspective presents the retail-related key takeaways from Salesforce's Dreamforce 2026, held on September 15–17 in San Francisco. Salesforce reframed its CRM framework as an interface layer, backed by new AI models, governance capabilities, and role-specific agents. The report includes a selection of retail use case stories on commerce, order management, and retail media capabilities.

"Dreamforce 2026 showed Salesforce's ecosystem and intelligent layer strategy aimed at serving agents, businesses, and ultimately shoppers," said Ornella Urso, research director at IDC. "For retailers, the harder questions are once more foundational: whether commerce and service data are unified, who owns routing and escalation rules, and how governance is enforced before an agent checks out an order or issues a refund."

IDC MarketScape: Worldwide AI-Enabled Adobe Professional Services 2026 Vendor Assessment

Douglas Hayward — Mon, 19 Oct 2026 04:00:00 GMT

This IDC study represents a vendor assessment of the AI-enabled Adobe professional services ecosystem through the IDC MarketScape model. This assessment discusses both quantitative and qualitative characteristics that explain success in the AI-enabled Adobe professional services market. This IDC MarketScape covers a variety of vendors participating in the Adobe professional services space. The evaluation is based on a comprehensive and rigorous framework that assesses vendors relative to the criteria and to one another and highlights the factors expected to be the most influential for success in the market in both the short term and the long term.

"Marketing is in transition, driven both by AI's promise of revolutionizing the customer life cycle and by demand from CEOs and CMOs for CMOs to drive profitable net-new revenue growth after years of disappointing returns on enterprise martech investments," says Douglas Hayward, senior research director for Customer Experience Services and Strategies at IDC. "To drive that new revenue growth using AI-enabled Adobe technology, CMOs and CIOs must work with CX services vendors that understand the intersection of marketing and new AI technologies, who can credibly model and then deliver business results for their clients."

IDC MarketScape: Worldwide AI-Enabled Smart Conference Room Hardware for Hybrid Meetings 2026–2027 Vendor Assessment

Gala Spasova — Mon, 19 Oct 2026 04:00:00 GMT

This IDC study assesses 12 vendors of AI-enabled smart conference room hardware for hybrid meetings, evaluating them on their capabilities and strategies across key parameters of performance. It provides insights into the strengths and challenges of each of the 12 vendors included: Barco, Biamp, Cisco, Crestron, HP Inc., Jabra, Logitech, Neat, Sennheiser, Shure, Yamaha, and Yealink.

"Meeting-room AI divides into a perception layer that belongs to the device and a reasoning layer that belongs to the meeting platform," says Gala Spasova, senior research manager, Intelligent Workplace and Management at IDC. "Buyers that understand that division buy the right thing from the right supplier. Those that do not tend to pay for generative features they would have received anyway, while accepting whatever audio the room happens to deliver into them."

IDC PlanScape: Cybersecurity Risk Management Services in the Age of AI, Identity, and Board Accountability

David Clemente, Philip D. Harris, CISSP, CCSK — Mon, 19 Oct 2026 04:00:00 GMT

This IDC PlanScape examines what’s causing changes in risk management, what a cybersecurity risk management program needs to look like today to keep up with them, and how service providers can be used to strengthen and support risk management.

“No CISO is an island, though some may feel isolated,” says David Clemente, research director, IDC Security, Sustainability, and Compliance. “Instead, they and their cybersecurity risk management responsibilities are part of a larger program that now extends across the organization, encompassing other business leaders and functions. In the same way, no organization is self-sufficient in its risk management; every organization relies on service providers for essential activities.”

Clemente adds, “Choosing the right provider is essential, and its wealth of experience (across industries, security tools, and adversaries) is often the difference between an alert and an incident. It has never been more important to invest in strengthening risk management and finding the right service providers.”