Learning Platforms Adapt to Changing Skills and Employee Expectations, ISG Says
Enterprise learning software has expanded from systems that administer compliance courses to platforms supporting organizations' broader needs for skills development and workforce readiness, according to new research from global AI-centered technology research and advisory firm Information Services Group (ISG) (Nasdaq: III). The 2026 ISG Buyers Guides for Learning and Development report that traditional learning management systems have merged with learning experience platforms to form a new category combining administration, skills awareness and engaging user experiences.
Integrated with human capital management systems, HR data, collaboration applications and content providers, these platforms allow organizations to carry out successful skills strategies without additional administrative burdens.
"As skill requirements grow more complex, enterprises want fewer systems that do more. They need unified platforms that preserve governance and compliance while making training more relevant for both employees and the organization."
— Stacey Cadigan, Partner, Human Capital Management, ISGFrom Static Catalogs to Skills Ontologies
Employees increasingly expect learning experiences similar to consumer applications, with easier discovery and self-directed exploration, including on mobile devices. Learning platforms are moving from static training catalogs to ontologies, which map the relationships between concepts, skills and jobs to create better learning plans. This allows for personalized learning paths that reflect an individual's job requirements and proficiencies. By 2029, half of all enterprises will use ontology-based platforms to improve employee engagement and retention, ISG says.
Organizations evaluating learning platforms seek visibility that goes beyond training completion to include compliance risk, workforce readiness and recommended actions. Enterprises need the ability to assign training based on role, location or risk, with reliable reporting that can withstand audits. Analytics features are advancing to support these capabilities, while AI reduces repetitive effort through tasks such as content tagging. For global enterprises, localization, accessibility and distributed administrative support remain key requirements.
"When evaluating learning platforms, enterprises should look for products that combine traditional governance with features that meet emerging user expectations. Where platforms use AI, buyers should ensure it is applied in targeted, explainable ways that align with enterprise governance requirements."
— Matthew Brown, Director of Research, Human Capital Management, ISGThree Guides, 31 Providers Rated
Enterprise expectations for learning content platforms have shifted from library size to relevance and usefulness, ISG finds, with organizations seeking platforms that help them rationalize content investments and produce clear evidence of value. Demand for learning and development suites is also growing as companies seek more unified environments that connect learning requirements with role-based growth, coaching and measurable workforce readiness.
For the 2026 series, ISG produced three Buyers Guides — Learning Platforms, Learning Content Platforms and Learning and Development Suites — assessing a total of 31 providers. Providers ranked in the top three for each evaluation category are named Leaders. Oracle, Schoox and Cornerstone were the top three Overall Leaders for Learning Platforms and Learning and Development Suites, while Udemy led the Learning Content Platforms guide, followed by Cornerstone and Skillsoft. The guides represent the distillation of more than a year of independent market and product research not sponsored or influenced by software providers.
A merged category. Traditional LMS and learning experience platforms have converged into unified environments that blend administration, skills awareness and consumer-grade user experiences.
Ontologies go mainstream. By 2029, ISG expects half of all enterprises to use ontology-based platforms that map skills to jobs for personalized learning paths.
Governance meets AI. Buyers should seek platforms pairing audit-ready governance and compliance with AI that is targeted, explainable and role-, location- or risk-aware.
Value over volume. Enterprise expectations have shifted from content library size to relevance, measurable value and evidence of workforce readiness.
The leaders. Across 31 rated providers, Oracle, Schoox and Cornerstone led two guides, while Udemy topped the Learning Content Platforms guide.