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USE CASE

Skill Assessments

From Resumes to Real Skills

Whether in universities or large corporations, assessing technical skills reliably is a challenge. Traditional tests often measure memory, not mastery, while manual evaluations struggle to scale. Meghkosh provides hands-on, AI-validated skill assessments that simulate real-world tasks on the cloud, giving organizations and educators a clear, objective picture of capabilities.

Assessment Design with CloudX Canvas

Instructors, HR teams, or L&D managers can use **CloudX Canvas** to design practical assessments:

  • Define tasks aligned to role or course outcomes — e.g., "Deploy a 3-tier web app," "Configure IAM for secure access," or "Set up CI/CD for a containerized workload."
  • Select cloud provider(s) — AWS, Azure, GCP, Oracle, Utho.
  • Use AI assistance to generate lab instructions, success criteria, and grading rubrics.
  • Create adaptive assessments that test depth as well as breadth of skills.

Secure Testing with CloudX Lab

Each participant gets a **dedicated sandbox account** provisioned by **CloudX Lab**, ensuring:

  • Real, hands-on work without risk of cloud misuse.
  • Guardrails and quotas to prevent runaway costs.
  • An identical, fair environment for every candidate.

Participants complete assessments as they would real tasks — provisioning resources, writing code, deploying applications — rather than selecting multiple-choice answers.

Live Oversight with CloudX Observe

Organizations and institutions monitor assessments at scale through **CloudX Observe**:

  • Track completion, scores, and time-to-solve across individuals or teams.
  • Benchmark performance against cohorts (students vs. peers, employees vs. industry averages).
  • Identify strengths and weaknesses across domains (networking, security, DevOps, AI/ML).
  • Generate detailed reports for certification, hiring, promotions, or academic records.

Fair Evaluation with TruthSeeker

Every submission is validated by the **TruthSeeker agent**:

  • **API endpoints** and service deployments tested for correctness.
  • **Application functionality** validated against expected outcomes.
  • **Semantic checks** ensure solutions meet intended objectives, not just technical completion.
  • Scores generated instantly, consistently, and transparently.

TruthSeeker ensures assessments reflect **real capability** rather than guesswork or subjectivity.

Institutional Advantage

For Universities

Standardized assessments to measure job readiness and align with accreditation.

For Corporations

Reliable evaluation of employee or candidate skills for hiring, upskilling, or promotions.

For Learners & Professionals

An opportunity to prove real-world competence, not just exam technique.

The Value

For instructors:practical, scalable, and fair assessment tools with AI-powered evaluation.
For students:an opportunity to prove real-world competence, not just exam technique.
For institutions:reliable evaluation of skills for hiring, upskilling, promotions, and academic records.

Meghkosh makes skill assessments **practical, scalable, and fair** — turning evaluations into a true measure of ability for both academia and industry.

Ready to Transform Your Labs?

Let's discuss how Meghkosh can bring cloud-native learning to your curriculum.