Soch AI journaling app built by Ailoitte: onboarding, the What is on your mind home screen, voice recording, AI insights and the journey timeline
AI Automation Mental wellnessAI journalingiOS and web

Soch: Wellness App Development for an AI Mental Health Journal

How Ailoitte built Soch, a private journal where people talk or type what is on their mind and AI turns each entry into insights, practical suggestions and a picture of how they are doing over time.

Project facts

Industry
Mental wellness: AI journaling and self-reflection
Platforms
iOS app and web app
Technologies
Next.js, React, Node.js, PostgreSQL, AWS

Summary

Soch is a mental health journal built around three steps: Express, Discover and Grow. Users speak or write freely, and Soch reflects back the patterns in their thoughts, with suggestions they can act on, in a calm space with no ads.

Ailoitte handled the wellness app development from design to launch: the iOS and web apps, voice and text journaling, AI insights and suggestions, a journey timeline with mood and wellness tracking, prompts, settings and a secure back end. It is a working model for anyone planning an AI journaling or self-care product.

Talk or typevoice or text journal entries
5 minvoice notes per entry
2 viewsAI insights and suggestions for every entry
0 adsa private, distraction-free space

About Soch

Soch, from the Hindi and Urdu word for thought, describes itself as “your mental health journal”. It is built for busy professionals, creatives and anyone who wants clarity, and promises a space where people can share a joyful thought, a heavy feeling or an idea, safely and on their own terms.

The brief was to make journaling feel effortless and useful: no blank page, no judgement, and something meaningful back from every entry. That meant combining a calm, minimal design with AI that reads an entry the way a thoughtful friend would, without pretending to be a therapist.

Ailoitte builds products like this across healthcare app development and generative AI development, from journaling and wellbeing apps to clinical tools.

Why Journaling Apps Lose People, and What Soch Had to Fix

Most people who start a journal stop within weeks. The page is blank, writing takes effort, and the entries rarely give anything back. A mental health journal app also carries a duty of care that a notes app does not.

The Blank Page Problem

People do not know what to write, so the app needed prompts and a way to just talk instead of type.

Insight Without Overreach

AI had to surface useful patterns and ideas while staying clearly on the side of reflection, not diagnosis or therapy.

The Most Private Writing There Is

Journal entries hold fears, relationships and health, so privacy had to be designed in from the first screen.

A Habit, Not a Burden

The app had to bring people back daily without noisy notifications, streak pressure or ads.

The Solution: A Calm AI Journaling App From First Thought to Growth

We designed Soch around one question on the home screen, “What is on your mind?”, and one big button to answer it. Every other feature in this wellness app development project supports that moment: getting the thought out, understanding it and seeing change over time.

Talk or Type, It Is Your Private Space

Users tap "Record your mind" and speak for up to five minutes, pause when they need to, or choose "I would rather write", so Soch works as a voice journal app as much as a written one.

  • Voice notes with playback and a full transcript
  • Text entries for people who prefer to write
  • A daily entry limit, with a clear message when it is reached
Soch voice journal app: the What is on your mind home screen, the talk or type choice, voice recording and the transcribed entry
Home, talk or type, recording and the saved entry. Real Soch screens from the Figma design.

AI Insights and Suggestions for Every Entry

Each entry gets an AI takeaway with two views: Insights that name the patterns in what was said, and Suggestions with practical advice and "Reflect further" questions for deeper thinking.

  • Plain-language observations, not labels or diagnoses
  • Reflect further questions that turn into new entries
  • A clear, friendly message if analysis fails, and the entry stays safe
Soch AI journaling app: insights and suggestions for an entry, reflect further questions and the journey timeline of notes
Insights, suggestions, reflect further and the journey timeline.

Mood and Wellness Tracking in the Journey

Every entry is saved to a journey timeline as an expression, reflection or prompt note, and weekly insights show how themes and mood shift over time, so users can see progress, not just posts.

Prompt of the Day

A daily prompt removes the blank page, and users choose when and how often prompts arrive in settings.

Onboarding That Sets the Tone

Four calm screens explain Express, Discover and Grow before sign-up with Google, Apple or email, so people know what Soch is for before they write a word.

Soch mental health journal app onboarding: Express, Discover and Grow screens and sign-in with Google or Apple
Express, Discover, Grow and sign-in.

Settings, Privacy and an Ad-Free Experience

Profile, notification and prompt settings sit in one place, entries stay private to the user, and the app carries no ads.

For teams planning a similar app

What It Takes to Build an AI Journaling or Wellness App

Soch shows the building blocks most AI wellness products need. Getting these right early is what makes an app people trust and come back to.

  • Voice capture, transcription and text entry that feel instant
  • An AI layer that reflects and suggests, with clear limits on advice
  • Privacy by design: encryption, consent and data the user controls
  • Gentle habit design: prompts, mood tracking, a timeline and no ad noise
  • Graceful failure states so no entry is ever lost
  • Localisation from day one, as with Soch's Croatian screens

How the AI Works in Soch, and Where It Stops

In a mental health journal app, the AI is a mirror, not a clinician. The first four layers below are part of Soch; the last two are safeguards we recommend for any AI wellness product.

Speech to Text (In Soch) Turns a voice note into an accurate transcript. See NLP development.
Pattern Insights (In Soch) Names recurring themes and feelings in plain words. See LLM development.
Suggestions and Questions (In Soch) Gives practical next steps and reflect further prompts. See generative AI development.
Trends Over Time (In Soch) Weekly insights connect entries into a story of change. See machine learning development.
Safety Signals (Recommended) Detects crisis language and points people to human help. See AI chatbot development.
Private AI (Recommended) Keeps journal data inside your own cloud. See private AI deployment.

What Soch Delivers for Its Users

Soch turns journaling into a short daily habit with something useful at the end of it.

3 steps

Express, Discover, Grow

One simple loop: say it, understand it, act on it.

2 ways

Talk or Type

Voice notes up to five minutes, or text when that feels better.

Every entry

Gets an AI Takeaway

Insights, suggestions and questions to reflect further.

1 timeline

Mood and Wellness Journey

All notes and patterns in one place, over time.

Product details from the Soch design files and app build, last updated .

Why People Are Turning to AI for Reflection and Support

Mental health needs keep growing, younger adults already use AI for emotional support, and regulators are drawing a clear line between support and therapy. That is the space an AI journaling app serves.

1 billion+

Mental Health Needs Keep Growing

More than 1 billion people live with mental health conditions, led by anxiety and depression, which cost the global economy an estimated $1 trillion a year.

Source: World Health Organization via PAHO, September 2025
20%

Young Adults Already Use AI

20% of US adults aged 18 to 29 use AI chatbots for emotional support or advice, against 2% of those 65 and older.

Source: Pew Research Center, Americans and AI 2026, June 2026
1st state

Illinois Limits AI Therapy

Illinois became the first US state to bar AI from mental health therapeutic decisions, while allowing supportive tools, the line a reflection journal like Soch stays on.

Source: Illinois Department of Financial and Professional Regulation, August 2025
FAQ

Questions About Soch and Building an AI Journaling App

What is Soch?

Soch is an AI mental health journal for iOS and the web. People talk or type what is on their mind, and Soch returns insights, suggestions and reflect further questions, then tracks themes and mood over time in a personal journey.

What did Ailoitte build for Soch?

Ailoitte designed and built the Soch iOS and web apps, voice and text journaling, the AI insights and suggestions, the journey timeline, prompts, settings and the back end.

How do you build an AI journaling app?

Start with one simple capture flow, add speech to text so it also works as a voice journal app, then an AI layer that summarises patterns and suggests next steps within clear limits. Add a timeline, prompts and privacy controls, test with real users, and launch as an MVP before adding more AI. See our MVP development approach.

What features does wellness app development usually include?

Onboarding, secure sign-in, the core activity (journaling, meditation or tracking), progress and mood tracking, reminders, content and settings. AI wellness apps add insights, recommendations and safety signals.

Can an AI journaling app give mental health advice?

It can offer reflection and general wellbeing suggestions, but it should not diagnose or act as therapy. Illinois already bars AI from therapeutic decisions, so good apps state their limits clearly and point people to human help when they need it.

How do you keep journal entries private?

Encrypt entries in transit and at rest, collect only what is needed, let users export or delete their data and keep AI processing inside a controlled cloud. Depending on market and data, that means meeting GDPR and, where health data is involved, HIPAA requirements.

How much does wellness app development cost, and how long does it take?

The cost depends on the platforms, the AI features and the privacy needs, and Ailoitte fixes the price before work starts. An AI MVP usually ships in 4 to 14 weeks. The first 30-minute call with a senior engineer is free, and the AI cost calculator gives an indicative range in two minutes.

Why choose Ailoitte for wellness app development?

Ailoitte has built AI and wellbeing products such as Soch, Milio and the Utsah smart ring app, and works to ISO 27001 and ISO 9001. We have shipped 300+ products and rate 4.9 on Clutch. Start with wellness app development.

Building an AI Journaling or Wellness App?

Tell us your users, the experience you want and your launch date. A senior engineer replies within 12 hours with an approach, a fixed price and a timeline, under NDA.

×
  • LocationIndia
  • CategoryJob Portal
Apna Logo

"Ailoitte understood our requirements immediately and built the team we wanted. On time and budget. Highly recommend working with them for a fruitful collaboration."

Apna CEO

Priyank Mehta

Head of product, Apna

Ready to turn your idea into reality?

×
  • LocationUSA
  • CategoryEduTech
Sanskrity Logo

My experience working with Ailoitte was highly professional and collaborative. The team was responsive, transparent, and proactive throughout the engagement. They not only executed the core requirements effectively but also contributed several valuable suggestions that strengthened the overall solution. In particular, their recommendations on architectural enhancements for voice‑recognition workflows significantly improved performance, scalability, and long‑term maintainability. They provided data entry assistance to reduce bottlenecks during implementation.

Sanskriti CEO

Ajay gopinath

CEO, Sanskritly

Ready to turn your idea into reality?

×
  • LocationIndia
  • CategoryFinTech
Banksathi Logo

On paper, Banksathi had everything it took to make a profitable application. However, on the execution front, there were multiple loopholes - glitches in apps, modules not working, slow payment disbursement process, etc. Now to make the application as useful as it was on paper in a real world scenario, we had to take every user journey apart and identify the areas of concerns on a technical end.

Banksathi CEO

Jitendra Dhaka

CEO, Banksathi

Ready to turn your idea into reality?

×
  • LocationIndia
  • CategoryHealthTech
Banksathi Logo

“Working with Ailoitte was a game-changer for us. They truly understood our vision of putting ‘Health in Your Hands’ and brought it to life through a beautifully designed, intuitive app. From user experience to performance, everything exceeded our expectations. Their team was proactive, skilled, and aligned with our mission every step of the way.”

Saurabh Arora

Director, Dr.Morepen

Ready to turn your idea into reality?

×
  • LocationIndia
  • CategoryRetailTech
Banksathi Logo

“Working with Ailoitte was a game-changer. Their team brought our vision for Reveza to life with seamless AI integration and a user-friendly experience that our clients love. We've seen a clear 25% boost in in-store engagement and loyalty. They truly understood our goals and delivered beyond expectations.”

Manikanth Epari

Co-Founder, Reveza

Ready to turn your idea into reality?

×
  • LocationIndia
  • CategoryHealthTech
Protoverify Logo

“Ailoitte truly understood our vision for iPatientCare. Their team delivered a user-friendly, secure, and scalable EHR platform that improved our workflows and helped us deliver better care. We’re extremely happy with the results.”

Protoverify CEO

Dr. Rahul Gupta

CMO, iPatientCare

Ready to turn your idea into reality?

×
  • LocationIndia
  • CategoryEduTech
Linkomed Logo

"Working with Ailoitte was a game-changer for us. They truly understood our vision of putting ‘Health in Your Hands’ and brought it to life through a beautifully designed, intuitive app. From user experience to performance, everything exceeded our expectations. Their team was proactive, skilled, and aligned with our mission every step of the way."

Saurabh Arora

Director, Dr. Morepen

Ready to turn your idea into reality?

×
Clutch Image
GoodFirms Image
Designrush Image
Reviews Image
Glassdoor Image