AI-Powered Understanding
A gentle, fine-tuned multilingual model listens to free-text writing and notices emotional patterns with care.
EchoMinds is a calm space to express how you're feeling in a language that feels natural to you. Our AI offers a gentle Wellness Snapshot to support reflection and help individuals and learning communities recognise when extra support may be useful.
A calm toolkit designed to help people feel heard and make it easier to recognise when additional support may be helpful.
A gentle, fine-tuned multilingual model listens to free-text writing and notices emotional patterns with care.
Designed with multilingual expression in mind, including Hindi, Hinglish, Telugu, and Punjabi.
Encrypted at rest and in transit, with role-based access so only authorised staff see results.
A Wellness Snapshot arrives in seconds โ quick enough to feel present, never rushed.
Every Wellness Snapshot explains itself in plain words โ never a mysterious score.
A warm, cohort-level view that helps counsellors notice who might appreciate a check-in.
A gentle timeline of check-ins that celebrates small steps and quiet growth over time.
Built on published NLP mental-health literature, refined with counsellor feedback.
From a quiet thought to genuine support โ every step designed to feel easy.
A calm, private space just for you โ students and staff each get their own.
Share your thoughts by voice or text in a language supported by EchoMinds.
Our model quietly understands the emotion and tone behind your words.
A clear, kind summary of how you're doing โ never a score to worry about.
Small, supportive next steps โ picked just for how you're feeling today.
Gentle shifts in tone are noticed early, before they feel heavier.
What you share stays between you and your school's counsellor โ always.
Grounded in peer-reviewed multilingual wellness research.
EchoMinds gently informs โ caring counsellors always decide.
No installs โ schools get started right in the browser, in minutes.
Here's a peek at how a single check-in is summarised for a counsellor.
Early feedback from our pilot program.
"Writing in Hinglish felt natural โ I didn't have to translate my feelings into 'proper' English to be understood."
"The dashboard gives me a place to start each morning โ I can see who might need a quiet word before homeroom."
"As a class teacher, the weekly summary helps me flag concerns to the counselling team without guessing."
No. EchoMinds is a gentle screening companion โ it notices patterns worth a caring counsellor's attention, but it never replaces professional judgement or a diagnosis.
All submissions are encrypted in transit and at rest. Access is role-based, so only authorised school staff can view individual results.
Yes โ the underlying transformer was fine-tuned specifically on code-mixed Hindi-English text collected from student writing samples.
Set up a pilot in under a week โ warm onboarding, no infrastructure required.