The anatomy of successful learning experiences
Technology transforms productivity... but only when people know how to use it effectively.
of people say technology improves their productivity if they know how to use it.1
Teams seen as highly productive are 242% more likely to be using AI and automation.2
of productivity is lost when employees lack the right skills.3
of IT professionals say their training doesn’t translate into improved job performance.4
And according to the Ebbinghaus Forgetting Curve, learners forget up to 70% of new information within 24 hours unless they apply it.
Whether you’re training customers, enabling partners or upskilling your workforce, the principle is the same:
Action builds relevance, confidence and retention.
Ebbinghaus Forgetting Curve
Best practices: The anatomy of successful training
A successful learning ecosystem engages minds and hands equally. It blends interactivity, personalization, automation and validation to build real, lasting skills.
The core elements:
✓ Real interactions, real feedback
Learners complete real transactions and workflows, receiving immediate feedback when errors occur. This builds procedural memory – the kind that persists under pressure
✓ Personalization at scale
- Modern virtual labs adapt automatically to the learner’s role and skill level
- New hires see detailed hints
- Experts face advanced troubleshooting
- Tokenized variables personalize every resource, credential and scenario
- Every learner experiences training that feels built for them
✓ Automation everywhere
Automation ensures consistency and scalability. Modern labs can:
- Spin up and decommission environments in real time
- Provision or reset data automatically
- Validate outputs instantly
- Even introduce controlled “chaos” to test troubleshooting skills
✓ AI-enhanced learning and scoring
AI analyzes learner telemetry to evaluate not just accuracy, but efficiency and creativity
It helps:
- Assess performance beyond multiple-choice tests
- Automate lab setup and content maintenance
- Generate personalized hints and adaptive learning paths
✓ Proof of skill
Every learner action can be tracked and scored – creating verifiable evidence of competence. This is vital for regulated industries, high-stakes roles or performance-based certification programs
The engine behind performance-focused training:
Virtual labs
Virtual IT labs make all this possible, combining realism, feedback and flexibility.
They are:
🧩 Engaging – Learners do the work, not just watch
🌍 Scalable – Reach learners globally without physical constraints
📊 Trackable – Capture telemetry and validate skills with measurable outcomes
🔁 Sustainable – Automation keeps content current with system updates
As Merrill’s First Principles of Instruction (2002) remind us:
- Engage – Solve real-world problems
- Activate – Build on prior knowledge
- Demonstrate – See new knowledge in action
- Apply – Practice in realistic conditions
- Integrate – Bring the skill into daily work
- Real skill isn’t built by watching – it’s built by doing
The result? Measurable impact with just a few clicks:
⏱ Faster time to proficiency – Learners build muscle memory before go-live or exams
📉 Fewer errors, higher data quality – Practice reduces costly mistakes
💡 Just-in-time prompts – Users self-solve and learn through failure with contextual, in-lab guidance
🔁 Sustainable content – Object-level updates keep training evergreen
📊 Proof of performance – Analytics and scoring show true readiness
Takeaway: When people do the work before they do the job, performance follows
How Nexus Human scaled and streamlined its technical training
Nexus Human, an IT training company, needed to become more globally scalable and equipped to support customers and learners across the world. Customer demand for hands-on labs was also increasing.
Through Skillable, Nexus Human:
($17k USD) annual costs savings in CAPEX, €12k ($13.5k USD) in electricity costs and a 57% savings in operations time.
reduction in course enrolment time.
Automated some communications, including their enrolment confirmation, class welcome/joining instructions, reminders and post-class notifications.
"We're now operating like a company twice our size."
— Alan Deery, Director, Nexus Human