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LANGUAGE SCHOOLS
AI agent for student levels and progress in language schools
Knowing which level each student is in decides whether they stay or leave: the agent tracks their progress, proposes the level change at the right moment and leaves clear progress reports for every teacher and family.
AI agent for student levels and progress in language schools
An AI agent for student levels and progress in language schools integrates with your tools and current flow, with human supervision and traceability. Before automating we define the task, exceptions and success criteria.
We work from Barcelona and Madrid and remotely across Spain, Europe, LATAM and the United States. The agent adapts to your sector and real process, not the other way round.
We hand over the agent, its configurations, repositories and documentation in accounts owned by your company, without lock-in and with the ability to audit or rotate credentials.
Knowing which level each student is in decides whether they stay or leave: the agent tracks their progress, proposes the level change at the right moment and leaves clear progress reports for every teacher and family.
THE CHALLENGE
student levels and progress in language schools
In student levels and progress in language schools, manual work is slow, depends on staff and leaves room for error; automating it without knowing the sector's flow is a risk. The difference is an agent with rules, exceptions and control, built for your operation.
Progress without continuous record
Each student's progress is not documented systematically, making real evolution hard to see.
Levels misaligned with the framework
Level assignment does not always match the reference framework, complicating certificates.
Missing stagnation alerts
Students who stall and might need reinforcement are not detected in time.
APPROACH
student levels and progress in language schools
An agent with rules, exceptions and milestone control, adapted to your sector.
Results and activity capture
The agent collects grades, attendance and tasks from each student to build their progress history.
Level and framework rules
It applies the mapping between results and framework levels defined by the school.
Supervised report drafting
It prepares the progress report and alerts and leaves them for review by the coordinator.
Progress traceability
It records each assessment and level change to justify academic decisions.
DELIVERABLES
student levels and progress in language schools
An operational, traceable agent under your control.
Student progress history
Continuous record of grades, attendance and progress per skill.
Suggested level assignment
Level proposal according to the reference framework, ready to validate.
Stagnation alerts
Warnings of students who are not advancing and might need reinforcement.
Per-group progress report
Summary of group progress and levels reached per period.
TRUST
AI applied to real sector processes with supervision
AI agents adapted to your sector's real operations since 2008, with human supervision, traceability and milestone control in Barcelona, Madrid and remote. Code and documentation under your control, without lock-in.
- Adapted to your sector's real operation.
- Human supervision with milestone and exception control.
- A measurable first release before expanding scope.
- Code, configurations and documentation under your control.
FAQ
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