Practical strategies for introducing, evaluating, and expanding simulation-based learning within existing workforce development programs.
Adding Workplace Simulation to Existing Training
Workforce development organizations help individuals develop the knowledge and skills needed to enter employment, change careers, and advance professionally.
Many programs already combine classroom instruction, certifications, career counseling, employer partnerships, internships, and hands-on learning.
For programs preparing learners for business and administrative responsibilities, an additional challenge is providing opportunities to practice the digital processes they may encounter at work.
A participant might understand customer records, invoices, purchasing procedures, or business terminology but have limited opportunities to apply that knowledge through connected workplace-style tasks.
Workplace simulations offer another way to introduce structured practice without replacing the training methods organizations already use.
The opportunity is not simply to adopt another technology platform. It is to determine whether simulated activities can support existing learning objectives and provide practical value to learners and instructors.
For workforce development leaders, the most useful question is not whether simulation technology sounds promising.
It is how to introduce it, evaluate its contribution, and determine whether broader adoption makes sense.
What Simulations Can Contribute to Workforce Programs
A workplace simulation is a structured training environment that models selected responsibilities, processes, or decisions encountered in professional settings.
In business operations training, these activities may involve interpreting records, reviewing transactions, identifying errors, or completing connected workflow tasks.
Unlike a company's production software, a purpose-built simulation can use fictional information and controlled scenarios to support defined instructional objectives.
Structured Practice
Training providers can introduce activities that correspond to specific lessons or competencies.
For example, participants studying accounts receivable might practice interpreting invoice information after learning the underlying accounting concepts.
A Controlled Environment for Learning
Simulations can allow learners to encounter mistakes without affecting real business records, customers, or financial transactions.
When paired with appropriate guidance and feedback, errors can become opportunities to examine decisions and reinforce understanding.
Consistent Learning Activities
A shared training scenario can provide participants with comparable tasks.
Instructors can then discuss common challenges, assess performance against learning objectives, and identify areas requiring additional instruction.
Exposure to Workplace-Style Systems
Simulation activities can introduce learners to software-style interfaces, business terminology, and task sequences.
This does not replace vendor-specific software training or real employment experience. It provides another environment for practicing the principles behind professional workflows.
The educational value depends on how well the activity is designed, implemented, supported, and evaluated.
A Practical Example: An Accounts Receivable Exercise
The following hypothetical example illustrates how simulation could fit into an existing workforce training program.
Imagine a program preparing participants for entry-level business operations or administrative responsibilities.
Students have already studied invoices, payments, customer balances, and basic accounts receivable concepts.
An instructor introduces a simulated activity using fictional financial records.
Stage 1: Introduce the Concept
The instructor explains how customer invoices represent amounts owed, how payments affect outstanding balances, and why organizations track unpaid transactions.
Participants review the purpose of accurate records and appropriate follow-up procedures.
Stage 2: Practice the Workflow
Participants receive a fictional customer invoice totaling $2,000.
The account shows that an $800 payment has been applied.
Their task is to identify the remaining $1,200 balance, review the available payment information, and determine what additional information or action might be required.
The activity could include questions such as:
- Does the invoice remain open after the payment?
- Is there enough information to explain the partial payment?
- What additional records should be reviewed?
- When might investigation or follow-up be appropriate?
- What information should be documented?
The objective is not simply to calculate the remaining balance.
Participants must also understand the business meaning of the transaction and the decisions that may follow.
Stage 3: Review and Reflect
After the activity, participants discuss their reasoning with the instructor.
They explain how they identified the balance, what information they considered, and why they selected particular actions.
This creates an opportunity to connect the simulated task with the original learning objectives.
The example demonstrates how classroom instruction and structured practice can complement one another without requiring access to real customer accounts or production accounting systems.
Five Steps to Introducing a Simulation Pilot
For many workforce development organizations, adopting a new training tool involves practical challenges.
Program directors must account for staff capacity, available funding, technical readiness, accessibility, instructional schedules, and participant needs.
A focused pilot can help organizations evaluate a simulation before committing to broader adoption.
1. Define One Learning Objective
Start by identifying a specific responsibility learners should understand or practice.
For example, participants might need to interpret an outstanding invoice balance and explain an appropriate follow-up decision.
A focused objective makes it easier to select activities and evaluate results.
2. Select a Relevant Training Activity
Choose a simulation that directly supports the existing curriculum.
The learning objective should determine the activity—not the number of features available in the platform.
A single well-aligned workflow can be more useful for initial evaluation than introducing an extensive set of unrelated exercises.
3. Prepare Instructors and Support Staff
Clarify how the activity works, what participants are expected to complete, and how instructors will review the experience.
Assign responsibility for account setup, learner questions, technical problems, and instructional follow-up.
Instructor preparation should be considered part of implementation rather than an afterthought.
4. Run a Limited Pilot
Introduce the activity to one existing class or training cohort.
This allows the organization to observe usability, technical reliability, accessibility, learner understanding, and the amount of support required.
The pilot should be manageable within the program's available resources.
5. Evaluate and Refine
Gather evidence about what learners completed, where they encountered difficulties, and whether instructors found the activity relevant and practical.
Use those findings to decide whether the simulation warrants expansion, modification, another pilot, or discontinuation.
The purpose of a pilot is to make an informed decision—not to assume that adoption is automatically beneficial.
An Illustrative Pilot-Planning Framework
Before introducing a simulation, program leaders can document a small set of decisions that define the pilot's scope.
The following is an example, not a fixed Kunnen pilot package.
| Pilot decision | Illustrative approach |
|---|---|
| Learning objective | Interpret an invoice balance and justify a follow-up decision |
| Participants | One existing class or training cohort |
| Training activity | One guided workflow and one related exception or decision point |
| Evidence to collect | Task accuracy, reasoning, guidance required, and instructor feedback |
| Support responsibilities | Orientation, technical assistance, and instructor debrief |
| Decision afterward | Expand, revise, repeat, or discontinue |
A simple framework makes the expectations clearer for instructors, administrators, and potential technology partners.
It can also help prevent a pilot from expanding beyond its original purpose before the institution has evaluated whether the activity fits.
Measuring Educational Value and Understanding WIOA Reporting
Workforce organizations often operate within funding and accountability structures that require evidence of program performance.
In the United States, the Workforce Innovation and Opportunity Act (WIOA) establishes performance accountability measures for covered workforce programs.
These include indicators related to employment, earnings, credential attainment, and measurable skill gains.
However, evaluating a simulated training activity is different from evaluating a workforce program's broader employment outcomes.
A completed simulation, quiz score, progress record, or training badge should not automatically be treated as a reportable WIOA measurable skill gain or recognized credential.
Whether documentation qualifies for formal workforce program reporting must be determined under the applicable program requirements.
For a simulation pilot, an institution can begin by examining narrower instructional questions:
- Task accuracy: Can participants complete the selected activity correctly?
- Business understanding: Can they explain why their actions matter?
- Error recognition: Can they identify incorrect or missing information?
- Independent application: Can they apply the same principle to a different example without relying on the original hints?
- Learner experience: Are the instructions understandable and the activity accessible?
- Instructor experience: Does the activity support instruction without unreasonable administrative demands?
Learner confidence may also be worth examining, but it should be distinguished from demonstrated task performance.
Before a pilot begins, the institution and training provider should agree on what will be evaluated and what evidence will be collected.
For programs seeking more rigorous evidence, before-and-after assessments or comparisons between appropriately selected groups may be useful.
Improvement after a training activity does not, by itself, demonstrate that the simulation caused the improvement.
The broader educational principle is related to learning transfer: applying knowledge in a different situation.
The National Academies of Sciences, Engineering, and Medicine discusses the importance of learning that can be applied across contexts in How People Learn II: Learners, Contexts, and Cultures (2018).
For simulated workplace training, this suggests evaluating not only whether learners can repeat a practiced sequence but also whether they understand the principles behind it.
What Institutions Should Consider Before Scaling
A simulation that performs well during a limited pilot does not automatically justify institution-wide implementation.
Scaling introduces operational and instructional responsibilities that deserve separate evaluation.
Curriculum alignment
Activities should continue supporting the learning objectives of the programs in which they are used.
Instructor readiness and support
Institutions should clarify who handles learner onboarding, account setup, technical assistance, instructional questions, and review of completed activities.
Accessibility
Training experiences should be evaluated for usability across appropriate devices and for accessibility in accordance with applicable institutional requirements.
Technical reliability
Program leaders should examine connectivity needs, browser compatibility, system availability, support procedures, and performance across larger cohorts.
Data handling and access
Institutions should understand what learner information is collected, who can access it, how long it is retained, and what options exist for exporting or deleting information.
These should be treated as vendor evaluation requirements rather than assumed platform capabilities.
Licensing and ongoing costs
Administrators should review license structures, cohort capacity, onboarding effort, recurring costs, and the resources needed to sustain implementation.
Continued evaluation
Organizations should periodically review instructor feedback, learner experiences, and instructional relevance as participation expands.
Scaling should be based on evidence that the training approach remains practical and valuable—not simply on the number of participants who can access it.
Kunnen's Approach to ERP Workflow Practice
Kunnen Technologies is developing a browser-based ERP training simulation focused on helping learners engage with business records, transactions, and workplace-style workflows.
Its approach includes training concepts associated with processes such as Order-to-Cash and Procure-to-Pay.
Rather than operating as a company's live ERP system, Kunnen is intended to provide structured practice activities using fictional business information.
The platform is designed to complement existing coursework and workforce training, not replace internships, supervised experience, or vendor-specific software certification.
Its guiding principle is:
Practice the work before doing the work.
For workforce development organizations and educational institutions, the opportunity is to evaluate how relevant simulated activities could fit into existing programs.
Focused institutional pilots can help assess workflow relevance, usability, instructor support requirements, learner experience, and curriculum alignment.
Those findings can guide decisions about whether the platform should be expanded, modified, or applied to additional training activities.
Building Training Opportunities That Fit
Technology adoption is not an end in itself.
The relevant question is whether a training tool supports the program's learning objectives and the people it serves.
Workplace simulations can provide another way to connect business knowledge with realistic activities, particularly in programs involving digital systems and business processes.
Their value depends on thoughtful instructional design, practical implementation, accessibility, and meaningful evaluation.
For workforce development leaders, a useful starting question is:
What responsibility do we want learners to practice, and how will we know whether the activity helped them learn?
Beginning with that question creates a stronger foundation for evaluating simulation-based training and deciding whether it deserves a larger role in a program.
Explore an ERP Workflow Simulation Pilot
Interested in introducing structured business workflow practice into your workforce training or educational program?
Kunnen Technologies welcomes discussions with colleges, workforce development organizations, and training providers interested in exploring simulated ERP activities, curriculum alignment, and the potential scope of a focused pilot.
Kunnen Technologies — Practice the work before doing the work.
References
National Academies of Sciences, Engineering, and Medicine. (2018). How People Learn II: Learners, Contexts, and Cultures. National Academies Press. https://doi.org/10.17226/24783
U.S. Department of Labor, Employment and Training Administration. WIOA Performance Indicators and Measures. https://www.dol.gov/agencies/eta/performance/performance-indicators