Expert methods · private software

Professional French, trained as performance.

Validated release: v28.3.1 QEC · 147/147 Windows tests.

Six specialist AI training rooms for business, medicine, aviation, gastronomy, fashion and art — plus PFT Readiness / Mastery Alliance to turn repeated weaknesses into measured operational mastery.

100 % local-firstOffline core, optional local Ollama and Whisper.
Licence permanenteThe purchased version remains usable without subscription.
Expertise humainehuman reviews may be offered separately; they are not included in the standard Lemon software licence.
Personal French Teacher AI
Learn for life, offline, everywhere, at any time, without limits, without negativity, without hierarchy of grades
The Signature collection

Six specialist agents. Two Mastery configurations.

Each product retains its own corpus, professional engine and safeguards. Alliance connects them to persistent error memory and pressure-based training.

The PFT difference

A method, not a generic conversation.

The deterministic engine guarantees an immediately available pedagogical core. Local AI then expands variations without abandoning the proprietary method.

Proprietary corpus

Scenarios, scoring grids, reformulations and professional traps.

Weakness memory

Errors return at the right time until mastered.

Progressive pressure

Timing, interruptions and realistic objections.

Expert review

AI proposes; the human expert validates and endorses.

Powered by Quantum Excellium Core

The differentiator is not AI alone. It is the architecture that makes it durable.

Quantum Excellium Core connects local execution, resilience, progress memory and integrity controls so each specialist agent remains useful without a cloud subscription or paid API dependency.

Local-first

Training sessions and progress data stay on your device.

Resilient

The deterministic core keeps working when a local model is unavailable.

Targeted memory

Observed weaknesses drive future sessions and spaced repetition.

Traceable

Local integrity logging plus an expert attestation verifiable with Ed25519.

Premium positioning

A fully developed teacher’s method, available for life.

These products are not priced like mass-market apps. They productise a specialised professional method, proprietary corpus, professional engines and human expert intervention.

Innovation & IP

A documented intellectual-property portfolio

Five French patent applications under INPI examination; all five have received authorisation to disclose and exploit after the opinion of the Minister responsible for Defence.