Personal French Teacher AIPowered by Quantum Excellium Core
PFT Readiness / Mastery Alliance
Readiness certification, built on evidence.
A private, verifiable operational-readiness attestation built from measured mastery, performance under pressure and simulation coverage.
Scoring formula
Three dimensions, one final dossier.
45%
Weakness mastery
Tracked weaknesses must progressively be defeated.
40%
Performance under stress
Performance must remain strong as pressure rises.
15%
Simulation coverage
Preparation must cover a sufficient range of situations.
Readiness = 0.45 × weakness mastery + 0.40 × stress performance + 0.15 × simulation coverage
Validation conditions
The signature is not automatic.
- At least three stress-level-3 simulations
- Human reviews may be offered separately; they are not included in the standard Lemon software licence
- A coherent and complete final readiness dossier
- Human eligibility validation before signing
Ed25519
Verifiable private attestation
After validation, the dossier can receive an Ed25519 signature that can be verified offline with the public key. The private key remains on the expert side.
Important: This is a private attestation. It is not a state diploma, an official professional certification or an authorization to practise.