Expert methods · private software

把专业法语训练成可衡量的表现。

六个专业 AI 训练空间:商务、医学、航空、美食、时尚与艺术,并由 PFT Readiness / Mastery Alliance 将反复出现的弱点转化为可衡量的压力下掌握度。

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

Quantum Excellium Core · Local-first · Private by default · No mandatory subscription

The Signature collection

六个专业智能体,两种 Mastery 配置。

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

The PFT difference

一种方法,而不是普通聊天。

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