Early Validation & Impact

While full-scale metrics will follow the 2025 pilot, initial projections point to clear operational gains and strong user engagement:

  • Closed Beta: 20 Pilot Testers AETHRA enrolled 20 qualified professionals across healthcare, logistics, and tech for real-world closed beta testing.

  • 30% Fewer Scheduling Conflicts (in Simulations) Internal simulations indicate that AI matching and on-chain credentialing can reduce mismatches and no-shows by up to 30%, particularly in sectors with complex shift management.

  • 5–15% Labor Cost Optimization (Projected) Predictive staffing models suggest organizations could reduce redundant labor hours by 5–15% within the first three months of deployment, depending on company size and operational complexity.

  • Scaling target: 100+ Testers Post-MVP Following the MVP launch, AETHRA aims to expand testing to 100+ participants across industries to validate these projections with live data.

Note: These figures are projections derived from controlled trials and should be updated with live data post-pilot.

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