Learning evidence intelligence
Turn course evidence into sharper skills decisions.
Skills Pilot gives education and workforce teams a cleaner way to collect evidence, evaluate course quality, and understand what is ready to scale.
Course Intelligence84%
Evidence depthHigh
Impact signalClear
Review statusReady
Problem
Course evidence is often scattered, subjective, and hard to compare.
Teams can collect plenty of artifacts while still lacking a clear view of learning value. Skills Pilot is built for the practical work of turning rubrics, feedback, completion data, and outcomes into a shared evaluation picture.
Solution
A structured workspace for evidence-backed course decisions.
Skills Pilot organizes the signals that matter, aligns them to a consistent evaluation framework, and helps stakeholders see which courses need refinement, validation, or investment.
Features
Built for lean evaluation cycles.
Start with the essential operating layer for collecting, scoring, and presenting course intelligence.
SPIRF-aligned course evaluation
Readiness and impact indicators
Reusable reporting snapshots
Data intelligence
Evidence becomes a decision system.
The product direction centers on interpretable indicators rather than black-box scoring, so teams can explain why a course is working and what should happen next.
- Map evidence to skills outcomes
- Compare course maturity across dimensions
- Spot gaps before review cycles
- Prepare decision-ready summaries
Call to action
Prepare your first evidence-led course review.
Use Skills Pilot to define the evaluation workflow, align your evidence model, and prepare the MVP for Vercel deployment.