Custom Training
Train your own models on your domain data. For recurring analyses with consistent categories — across waves and time periods.
100%
your categories
Yes
across waves
∞
reusable
Features
What custom training can do
Your own categories
Define your own codebook with your terms and structure.
Consistent results
The same model delivers comparable results across waves and time periods.
Iterative training
Start with a small sample and improve the model step by step.
Reusable
Trained models can be applied to new datasets — without retraining.
Workflow
How to train your model
Four simple steps to your own classification model — no ML expertise required.
1
Create codebook
Define your categories and examples.
2
Annotate sample
Label a small sample (~100-200 texts).
3
Train model
deepsight trains the model on your data.
4
Apply & refine
Apply the model to new data and improve iteratively.
FAQ
Frequently asked questions
Use Cases
Ideal for
Tracking studiesRegular customer surveysStandardized reportsIndustry-specific categoriesComparable time seriesEnterprise workflows
Combine with other features
See your open responses as structure – not as a wall of text
Start directly with your own data or validate your use case with guidance – including stakeholder assurance.
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No credit card required
Personal support
GDPR-compliant
Made in Germany