Expert methods · private software

Professional French, trained as performance.

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.

Local-first by designOffline 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 FastSpring software licence.
Personal French Teacher AI
Pedagogical doctrine

We do not teach your profession. We train the French your profession requires.

Simulated medical consultation, business negotiation, cabin-crew passenger interaction or gastronomy service: each scenario trains language, reformulation and professional communication. It does not replace a diploma, professional training or regulated procedure.

On demand · local-first · private by default · no mandatory subscription

Train the French your speciality requires when you need it, without booking a lesson or exposing practice sessions to an outside interlocutor.

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.

Optional human validation

AI proposes; the human expert validates and endorses.

Premium positioning

A teacher’s method transformed into reusable specialist software.

These products turn specialist-language pedagogy, proprietary scenarios and domain engines into reusable local-first software. Human validation, when offered, is separate from the standard software licence.