Product
Question generation, semantic analysis of open responses, topic clustering and narrative synthesis: Harmate's AI assistant supports you at every step.
Question generation
In 1 click
Describe your need, AI creates your questions instantly.Semantic analysis
Real-time
Every response is decoded upon submission.Narrative synthesis
Automatic
Sentiment, key themes and score out of 10 in one summary.Describe your goal in a few words. AI generates relevant open questions, ready to be customized or used directly.
Each text response is semantically analyzed: skill extraction, personality traits, themes and sentiment nuances.
AI automatically groups similar responses by theme. Identify emerging trends without reading each response individually.
Receive an automatic narrative summary: overall sentiment, dominant themes, watch points and quality score. AI guides you toward concrete actions.
Describe your need in one sentence. AI instantly suggests impactful open questions, ready to send.
AI reads every response and extracts the essence: skills, soft skills, weak signals. Nothing escapes you.
Hundreds of responses? AI groups them by theme instantly. Visualize trends without reading every verbatim.
A clear structured summary for each questionnaire: dominant sentiment, key themes, alerts and overall score.
Instantly find complementary or similar profiles through semantic vectors. Intelligent matching, in one click.
French, English: AI automatically adapts to each response's language. Zero configuration.
If an AI model is unavailable, Harmate automatically switches to another. Your analyses never stop.
Your data stays yours. Never used to train models, never shared with third parties.
Harmate uses a combination of models: OpenAI for generation and synthesis, spaCy for linguistic analysis, and Ollama as a local fallback. The system automatically switches if a model is unavailable.
AI model calls are made through secure APIs with minimal data processing. No responses are stored by AI providers or used for model training.
Yes. AI generates questions tailored to your description: training, recruitment, team building, events… You can then freely customize them.
The algorithm analyzes semantic vectors of each response and forms groups by thematic similarity. Each cluster gets an automatic label describing the dominant theme.
Yes. Analysis and synthesis automatically adapt to the response language. The summary is produced in the questionnaire language.
Question generation, semantic analysis, clustering and synthesis: AI does in 30 seconds what used to take you hours.