Human + AI, better together.

Align early. Grade smarter. Validate spreadsheets. Share instant reports.

Assess for Learning platform showing AI Copilot Scoring with side-by-side learner submission and AI grading review

Assess for Learning

  • Pre-launch calibration with synthetic submissions
  • AI Copilot for flexible, auditable grading
  • Excel formula validation alongside numeric checks
  • One-click Examiner's Report across sessions
Train the Grader Mode interface

Pre-launch

Train the Grader Mode

Before the first script is marked, create alignment. Generate synthetic submissions for each grader, practice applying criteria, and review readiness with alignment reports.

  • Create a bank of synthetic attempts that reflect your rubric
  • Run calibration rounds; capture rationales and edge-cases
  • Sign-off when variance is inside tolerances
What's included:
  • Synthetic submission generator
  • Calibration rounds & variance tracking
  • Readiness & alignment report export
AI Copilot grading comparison view

During grading

AI Copilot

Choose the flow that fits your governance. Let AI grade first for speed, then review; or grade internally first, then compare with AI. Mix and match outcomes and comments.

  • Side-by-side comparison of human and AI outcomes
  • Selective adoption of scores and feedback
  • Audit trail with who/what/when for each decision
Controls:
  • Policy-based thresholds for auto-accept vs human review
  • Role-based permissions and lock-step workflows
  • Exportable evidence for QA and appeals
Formula validation checking spreadsheet formulas

Spreadsheet assessments

Formula Validation

Automatically check spreadsheet formulas alongside results to provide richer, fairer feedback.

  • Rules > Actions toggle to enable checks
  • Support for common Excel functions and ranges
  • Feedback that differentiates method vs outcome
Why it matters:
  • Credit methodology as well as final answers
  • Reduce manual rework and back-and-forth
  • Improve consistency across graders
Competency framework diagnostics heat-map

Competency frameworks

Diagnostics Copilot

Connect grading outcomes directly to your competency framework. Model it once and the platform auto-tags each new assessment so results roll up cleanly to competencies.

  • Heat-map each learner against domains and levels
  • Highlight strengths and focus areas with targeted feedback
  • Deliver personalised outcomes in the candidate's report
What's included:
  • Framework modeller for domains, levels and descriptors
  • Automatic tagging of items & outcomes across assessments
  • Cohort and item heat-maps with report integration
Examiner's Report showing cohort summary

Post-session

Examiner's Report

Turn results into meaningful insight in minutes. Generate an overall performance summary, highlight strengths and weaknesses, and drill into every evaluation.

  • One-click cohort summary with visuals
  • Exportable to PDF/CSV
  • Share with educators and learners
What you get:
  • Summary trends & variance
  • Item-level analysis and exemplars
  • Recommendations for improvement

Security & Integrations

  • SSO (SAML/OIDC) and RBAC
  • Data isolation and configurable retention
  • EU AI Act, NCME, NCCA and GDPR ready

Deployment options

  • Cloud with regional data residency
  • Private tenant options
  • API and Salesforce connector for custom workflows

Assess for Learning FAQs

No. AI Copilot augments graders and keeps educators in control. You decide the flow and acceptance policy.

We don't train foundation models on your data. You control retention and residency; SSO & RBAC enforce access.

Yes. The platform is designed for credentialing associations and regulators with auditability and governance in mind.

Book a demo. We'll map a pilot to your rubric and show an end-to-end flow, including the Examiner's Report.

AI Systems Integration for Associations, Credentialing Bodies & Regulated Industries

Beyond our products, Globebyte is an Anthropic-first AI Systems Integrator. We help organisations embed AI into credentialing workflows, member services, and regulated operational processes.