Learning Platforms & Tech Selection Guide

Welcome — choose platforms that grow skills, not dashboards

Choosing a learning platform is too often treated as a feature checklist exercise. The real question is whether the platform helps people learn while they work, aligns learning to the skills you value, and produces measurable improvements in on-the-job performance. This guide focuses on criteria, workflows, measurement, governance, and a practical vendor-evaluation checklist that you can use or convert into an interactive evaluation form.

What matters most

• Work-integrated learning: Ability to deliver learning at the point of need (microlearning, job aids, embedded courses, workflow-triggered prompts).
• Skill alignment: Support for competency frameworks, skill taxonomies, and learning paths tied to real outcomes.
• Integration: Seamless data exchange with HRIS, performance systems, knowledge bases, collaboration tools, and operational systems.
• Measurement & transfer: Tools to measure learning, behavior change, and business impact—not just course completions.
• Content workflows: Easy authoring, curation, approval, localization, and lifecycle control for content that stays current.
• Adoption & governance: Roles, policies, and analytics that drive sustained use and continuous improvement.

Platform decision criteria

1. Data & identity

   SSO / SAML / OAuth, role-based access, user provisioning/SCIM, and support for rostering from HRIS. Does the platform support secure single-sign-on and automated user syncing?

2. Learning standards & tracking

   xAPI (Tin Can), SCORM, LTI, and an LRS. Can you capture fine-grained learning events and link them to competencies and downstream outcomes?

3. In-the-flow capabilities

   Searchable knowledge base, microlearning cards, chat integrations, notifications in collaboration tools, and mobile/offline access for field teams.

4. Authoring & content operations

   Built-in authoring or smooth integration with authoring tools, versioning, review workflows, translation/localization, and content tagging by competency/role.

5. Assessment & transfer

   Formative/summative assessments, on-the-job assignments, manager sign-offs, observational checklists, and ability to store evidence of applied skills.

6. Analytics & outcomes

   Custom dashboards, cohort analysis, linking learning events to performance, retention, error rates, customer satisfaction, or other business KPIs.

7. Extensibility & APIs

   APIs, webhooks, and documented integration patterns so you can automate workflows and feed learning data into enterprise systems and analytics platforms.

8. Security, compliance & privacy

   Data residency, encryption, audit logs, and compliance with relevant standards (e.g., GDPR, HIPAA where applicable).

9. User experience

   Ease of discovery, mobile-first design, clear learning journeys, manager views, and social/peer features that support learning communities.

10. Total cost of ownership

    License, implementation, integration, content migration, support, and ongoing maintenance costs—budget for change management too.

Content workflow checklist

Make content operations a first-class concern. Ensure the platform supports:

• Content staging and version control
• Clear approval steps and owner assignments
• Tagging by competency, role, and department
• Localization and re-use of micro-content
• Integrations so content appears where people work (chat, ticket tools, CRM, MES)

Measurement: what to track (from learning to impact)

Move beyond completions. Track layers that connect learning to results:

• Engagement: time in content, active users, search queries, microlearning reuse
• Learning: assessment scores, concept mastery, skills mapped to competencies
• Behavioral transfer: observed performance changes, manager confirmations, work-sample submissions
• Business impact: error rates, throughput, quality metrics, NPS/CSAT, time-to-competence

Use a combination of event-tracking (xAPI) plus targeted observational checks and pre/post measures tied to specific work outcomes.

Vendor evaluation checklist (practical scoring)

For each vendor, score 0–3 where 0 = not supported, 1 = limited support, 2 = works with configuration/custom work, 3 = fully supported out of the box. Weight items by importance for your organization (example weights shown).

1. SSO/SCIM provisioning (weight 5)
2. xAPI / LRS support (weight 5)
3. APIs & webhooks (weight 4)
4. Mobile & offline (weight 4)
5. Authoring & version control (weight 3)
6. Content tagging & taxonomy support (weight 4)
7. Manager workflows & approvals (weight 3)
8. Assessment & evidence collection (weight 5)
9. Analytics & custom dashboards (weight 5)
10. Integrations with key systems (HRIS, CRM, collaboration) (weight 5)
11. Security & compliance (weight 5)
12. Change management support and training (weight 2)

Multiply scores by weights, compare totals, and review high/low variance by category. Don’t pick solely on highest score—consider implementation risk and cultural fit.

Governance & roles

• Sponsor: executive owner who ties learning outcomes to business goals.
• Platform manager: responsible for configuration, integrations, and vendor relationship.
• Content owners & curators: subject-matter leads who maintain competency-aligned content.
• Data steward: ensures learning data flows to analytics systems and is interpreted correctly.
• Local champions: frontline managers who coach and reinforce application of learning.

Pilot & rollout recommendations

• Start with one high-value use case (safety, onboarding, critical skills) and a limited cohort.
• Instrument the pilot with xAPI events and practical transfer checks (observations, manager ratings).
• Iterate content and workflows quickly—use pilot learnings to refine taxonomy, measurement, and integrations.
• Plan communications and manager enablement as part of go-live.

Sample vendor questions to ask in demos

• How do you capture and export learning events? Can we stream xAPI events to our LRS?
• What integrations exist for our HRIS, collaboration tools, and CRM? Can you demonstrate a workflow where a manager assigns a work-based task and records evidence?
• How are competencies modeled and reported? Can we attach assessments and work samples to competency transitions?
• Show the authoring, review, and localization workflow for a short microlearning module.
• How do you support learning in the flow of work (searchable knowledge, chat, notifications)?

Next steps & conversion ideas

Use this guide to structure your RFP and scoring spreadsheet. Consider converting the vendor-evaluation checklist into an interactive scoring form so stakeholders can submit standardized vendor reviews. If you plan to offer this as a repeatable package across sites, package the final rubric, pilot plan, content taxonomy, and sample integrations as an Adaptable Domain or Toolkit so other groups can copy and tailor it for their Hungers.

Closing

Good platform decisions align learning to work, make content operations repeatable, and measure outcomes that matter. Prioritize integration, evidence capture, and governance—those choices determine whether your learning investment becomes sustained capability growth or just another library of courses.