Platform to track language student progress

Every monthly payment a language student renews comes down, in the end, to a single question they ask themselves quietly. "Am I making progress?" If the answer comes quickly and with something concrete, they renew without a second thought. If the answer depends on a teacher's gut feeling or an encouraging line over WhatsApp, they renew out of goodwill, and goodwill has an expiration date.

Tracking a language student's progress is, therefore, a core part of a private teacher's job. But it remains one of the hardest tasks to do well, precisely because it depends on data collected class by class, and a manual setup almost never keeps up.

Why student progress is so hard to measure

Unlike other areas where there is a standardized test at the end, language is a continuous skill that grows along several dimensions at once. Active vocabulary, speaking time, fluency, pronunciation, grammar range, less mental translation. All of this evolves at a different pace for each student, and a single week's progress is usually too small to notice without comparing it to previous weeks.

The consequence is that, without a system that records each class in a structured way, the teacher is forced to operate from memory. And post-class memory is optimistic, distorted, and loses resolution within a few days. The teacher remembers that "the class went well," remembers the topic, remembers one or two notable corrections, but cannot honestly say how many new words the student used, how long they spoke, or whether that class was better or worse than the one two weeks earlier.

The student has no way to measure on their own either. They notice they feel "more relaxed," or "still stuck on the same things," but that is a feeling, and a bad feeling in a tough month is what cancels the subscription.

How most teachers try to track progress today

The most common setup is a mix of a spreadsheet, notebook jottings, and WhatsApp messages. It works for one or two students. From the third one on, the spreadsheet starts falling behind, the notebook goes missing, and each student's history turns into fragments.

The most frequent attempts are variations on this:

• A spreadsheet per student with the class date, the topic covered, and a short note;
• A journal in Notion or Google Docs per student, updated after each session;
• Notes in the student's own physical notebook, which they take home;
• A voice summary over WhatsApp right after the class;
• Manual Anki cards with new vocabulary to review.

They all share one weak point. Whoever is producing the record is the teacher, by hand, at the end of a tiring class. Inevitably the record is shallow, focuses on what the teacher remembers, and most of what actually happened in the class itself, that is, what the student really said, gets lost.

Another problem is that none of these alternatives lets you compare one class to the previous one objectively. To say whether the student is speaking more now than they did in February, you would have needed to measure speaking time in February. And no one was counting.

The difference between noting progress and having a system that measures it

There is a wide gap between noting progress and measuring progress. Noting is descriptive, depends on the teacher's perception, and shows what they decided to write down. Measuring is quantitative, comes from what actually happened in the class, and does not depend on memory to exist.

Here is a concrete example. A teacher who writes "great class, student more relaxed" at the end of a session has no way to prove it three months later. A system that records that the student spoke for 14 minutes in a 50-minute class, used 247 unique words, and had fewer hesitations than the average of the last five classes shows progress with data. And the same data also helps recognize stagnation when it appears.

This is the point that justifies swapping the spreadsheet for a platform. It is not just about organization. It is because, without the raw data of the class itself, any conclusion about progress is a guess.

What a good platform for tracking progress needs to deliver

Thinking about what the current alternatives are missing, the list of what a serious platform for tracking a language student's progress needs to cover is fairly short:

• Record each class automatically, without depending on the teacher remembering to turn something on;
• Separate the teacher's speech from the student's speech, so that metrics are per participant and not aggregated;
• Generate objective metrics per class, such as speaking time, unique words, and speaking pace;
• Accumulate those metrics over time, so you can compare one class to the student's own average;
• Give the student an accessible record of the class, so they can revisit it whenever they want;
• Show the progress visibly, both for the teacher and for the student, without having to put together a report by hand.

The last piece is what is usually missing. Even when the teacher manages to collect data, they rarely have the time to turn it into something the student can see. And the student needs to see the progress, not just hear that it exists.

How Noladi handles this tracking

Every class taught in Noladi's live class enters the post-class pipeline automatically. This means that, with no extra configuration per session, each class generates a set of records that become available in the dashboard a few minutes later.

On the statistics side, each class brings, per participant: total speaking time, unique words used, speaking pace, and hesitation markers. Because the transcription is done per participant separately, the student's speaking-time figure is the real time their microphone was active with voice, and the vocabulary count covers only what the student said, not what the teacher introduced. Across classes, these numbers accumulate and form a history that shows real progress, not perceived progress.

On the post-class review side, the student finds in the dashboard the full class with a speaker-by-speaker transcription, AI-generated suggestions based on what they actually said, and cross-references with previous classes. All of this appears within the teacher's domain, with their brand, and stays accessible to the student as a growing library of everything they have studied.

The practical result is that, the moment the student asks "Am I making progress?", the teacher has a concrete answer at their fingertips, and the student themselves can open the dashboard and watch the history grow class after class.

Get to know Noladi

If you teach private language classes and want to swap the progress spreadsheet for a platform that measures the student's progress automatically with every class, it is worth creating a free Noladi account and running a test class. The first hour of live class is on the house, with no card required at signup.

See how it works at noladi.app/teacher.