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Chainguard Assemble 2026: Scaling Secure-by-Default Across the Software Supply Chain

Katie Norton — Fri, 10 Apr 2026 04:00:00 GMT

Chainguard's Assemble 2026 announcements extend the company's hardened artifact approach across seven product categories, the broadest set of releases in the company's history. The pace reflects a strategic bet that as AI accelerates software development, secure-by-default foundations must cover every artifact type entering a modern software environment.

Data Modernization Strategies and Programs in National Civilian Government

Massimiliano Claps — Fri, 10 Apr 2026 04:00:00 GMT

This IDC Perspective analyzes how, with data becoming part and parcel of everyday work, governments are investing in data modernization strategies and programs that entail coordinated initiatives that transform legacy data architectures, talent, and governance into scalable, cloud-enabled, and analytics-ready environments.

"Senior government leaders are migrating and consolidating data platforms, adopting modern pipelines, implementing data quality and cataloging, strengthening security and compliance, and enabling self-service access. Effective data modernization aligns technology with business outcomes, establishes effective operating models, and nurtures skills to improve agility, reliability, and time-to-insight while unlocking advanced use cases such as AI and real-time decisioning," said Massimiliano Claps, research director, IDC Government Insights.

Shared Ops and Expertise: Addressing the Skills Gap Through Ecosystems

Reid Paquin — Fri, 10 Apr 2026 04:00:00 GMT

This IDC Perspective details the current approach and opportunity for shared operations and expertise, and the connection with ongoing talent/skills gaps. Within the document, we include data from IDC's most recent Industry Ecosystems and Business Networks Survey and highlight the key use cases that organizations are focusing on over the next 12 months.

"There is an opportunity for organizations to utilize industry ecosystem partners to enhance their operational approach and augment their expertise, knowledge, and innovation practices. This could be for talent to help fill some of the skills gaps that exist in most industries today, whether in engineering, production, supply chain, IT, operations, or customer service," says Reid Paquin, research vice president, Worldwide Industry Ecosystems and Business Networks Strategies, IDC.

The Four Tech Pillars to Create a Digital Accessible Work Environment

Erica Spinoni — Fri, 10 Apr 2026 04:00:00 GMT

This IDC Perspective explores the four core technology pillars essential for building a digitally accessible work environment: AI-driven assistive technologies, accessible-by-design platforms, configuration and orchestration layers, and data and analytics. The guidance provided helps organizations and technology buyers create inclusive workplaces that empower employees with disabilities, enhance productivity, and support regulatory and ESG objectives.

"True digital accessibility is not just about compliance or assistive tools, it's about reimagining the entire workplace ecosystem to empower every employee. When technology is designed for inclusion from the start, organizations unlock innovation, productivity, and a competitive edge that benefits everyone," said Erica Spinoni, senior research analyst, Worldwide and EMEA Future of Work, IDC.

Cohere Launches Model Vault for Private Inference and Regulated Workloads

Tim Law, Kathy Lange — Wed, 08 Apr 2026 04:00:00 GMT

This IDC Perspective shares an overview of Cohere’s Model Vault, which addresses the growing dominance of inference in generative AI and agentic AI, particularly for regulated and mission-critical workloads. The Model Vault offers a single-tenant, private inference platform tailored for regulated workloads, addressing enterprise needs for data privacy, compliance, predictable performance, and operational control. As inference becomes central to generative AI, private and hybrid architectures are key to balancing innovation, governance, and efficiency.

“As inference overtakes training as the predominant workload, the challenge for regulated AI is balancing innovation, compliance, and control,” said Tim Law, research director, AI and Automation, IDC. “Private, single-tenant platforms can help firms balance those requirements for regulated workloads.”

IDC MaturityScape: AI-Fueled Organization 2.0

Wed, 08 Apr 2026 04:00:00 GMT

This IDC study is a guide for organizations planning to evolve their use of all AI technologies, including machine learning (ML), GenAI, and autonomous AI agents as they strive to improve innovation and operations, as well as customer, citizen, patient, or consumer engagement.

“Organizations are recognizing that scaling AI isn’t just a technology challenge, it requires a deliberate strategy, strong governance, and a culture ready to embrace AI-driven change. Those that align business priorities with a coordinated AI road map will be the ones to turn experimentation into measurable enterprise value.” — Andrea Siviero, global research lead, AI-Fueled Business Strategies at IDC

Beyond General-Purpose LLMs: The New Model Landscape Takes Shape

Tue, 07 Apr 2026 04:00:00 GMT

This IDC Perspective looks at the enterprise AI model landscape that is rapidly diversifying beyond general-purpose LLMs, with small, multimodal, domain-specific, and regionally optimized models filling critical gaps. This expansion introduces new complexities in model selection, sourcing, and governance, requiring enterprises to develop robust competencies in evaluation, architecture, and orchestration. Global competition is intensifying, and success hinges on aligning AI model strategies with business objectives, leveraging composite AI, and adopting flexible, AI-ready data architectures to optimize value and performance.

"As enterprises enter a multi-model, multimodal, multiagent era, the real question is: How will you navigate the expanding constellation of AI models to unlock business value?" — Tim Law, research director, AI and Automation, IDC

From Data to Disclosure: Sustainability Software Vendor Mapping and Capability Assessment

Amy Cravens — Tue, 07 Apr 2026 04:00:00 GMT

This IDC Tech Buyer Presentation provides a structured, buyer-oriented mapping of the global sustainability software market, using the IDC sustainability software taxonomy to organize solutions across environmental performance management, ESG reporting, supply chain transparency, emissions accounting, and resource optimization. The goal is to help enterprises cut through market fragmentation and compare vendors by capability breadth, depth, and specialization as sustainability becomes a core business imperative.

How AI Changes Digital Access into Accessibility

Melinda-Carol Ballou, Amy Loomis, Ph.D., Erica Spinoni — Tue, 07 Apr 2026 04:00:00 GMT

This IDC Perspective analyzes how AI is redefining digital accessibility from a compliance obligation into a strategic capability that drives inclusion, productivity, and innovation. By embedding accessibility into AI-enabled work, organizations expand participation, reduce risk, and unlock broader talent and creative potential across the enterprise.

"The journey to AI-driven accessibility is an ongoing transformation for organizations, one that requires vision, collaboration, and a commitment to continuous improvement. By embedding AI-supported checks and compliance for accessibility into every phase of technology adoption, organizations can ensure that digital innovation is truly inclusive and sustainable," said Erica Spinoni, IDC's Worldwide and EMEA AI-Enabled Future of Work.

IDC PeerScape: Practices to Develop a Security-Focused Third-Party Risk Management Program

Nick Kirtley — Tue, 07 Apr 2026 04:00:00 GMT

This IDC PeerScape explores how organizations are using third-party risk management to securely use third-party products and services. The alternative — not knowing what the risks are — could mean an organization falls outside its acceptable risk appetite.

“Using third parties is standard business practice to such a point that it’s impossible to think of modern business without it. However, with many examples of hacks and data breaches of third parties and critical vendors, it’s essential that organizations build a robust third-party risk management program, with at least a focus on IT security, but of course also other areas such as privacy, compliance, and legal,” says Nick Kirtley, adjunct research advisor for IDC’s IT Executive Programs (IEP).