Lumen Resources
Practical guidance for institutional pilots
Use the resource layer inside the Caldorus site to move from product understanding into pilot readiness, evaluation workflow design, reporting value, and SIS/ERP integration planning for Lumen.
Recommended path
- 1. Pilot readiness
- 2. Evaluation workflow
- 3. Outcomes reporting
- 4. SIS/ERP integration
Start here
Most-used pilot evaluation paths
Begin with the resources that help an institution confirm fit and establish a controlled first pilot.
Pilot readiness
Define the first assessment, subject, language, rubric quality, review policy, and success metrics before starting a Lumen pilot.
Outcome: Confirm whether an institution has the right starting conditions for a controlled pilot.
Evaluation workflow
Understand how answer-sheet upload, extraction, AI-suggested marks, review queues, moderation, and final export fit together.
Outcome: Map Lumen to the academic evaluation process before procurement or pilot rollout.
Operate at scale
Guides for reporting and integration readiness
Once the first evaluation path is clear, move into the operating guidance that matters for procurement and institutional rollout.
Outcomes reporting
Use evaluated answers to support question analytics, concept misses, cohort trends, and outcome attainment review.
Outcome: Turn evaluation data into buyer-visible academic quality evidence.
SIS/ERP integration
Plan roster import, assessment metadata sync, approved final result export, and external ID mapping for institutional systems.
Outcome: Reduce procurement friction by showing how final marks can return to institutional systems.
Need more detail?
Ask Caldorus for tailored Lumen pilot guidance
If the current resource set is not enough, use the shared contact path for pilot readiness, assessment workflow, reporting, or integration follow-up.