How SunTec.ai's AI/ML Services Delivered 85% User Adoption?

Discover how SunTec.ai’s AI/ML services achieved an 85% user adoption rate by enhancing data accuracy, automating workflows, and driving business efficiency.

1. Learn How SunTec.ai Achieved 85% User
Adoption for a Leading Healthcare Tech
Company A CASE STUDY
ON AI/ML
DEVELOPMENT
SERVICES

2. THE CLIENT
A healthcare technology company
specializing in digital mental wellness
solutions. The company sought to build
an AI-powered digital diary for its
therapy clients and wellness
enthusiasts.

3. THE CLIENT REACHED OUT TO US
WITH THE FOLLOWING TASKS:Build a secure, scalable AI-based digital diary app
supporting both text and voice inputs.
Implement NLP-based emotion analysis to detect
mental states accurately.
Deliver personalized insights and wellness
recommendations based on user behavior
patterns.
Design engagement features with reminders,
visualizations, and trend tracking.
PROJECT REQUIREMENTS

4. PROJECT
CHALLENGESProcessing both text and voice inputs
seamlessly while preserving emotional
nuance.
Delivering personalized recommendations
across diverse user profiles.
Sustaining user engagement without
creating overwhelm or additional stress.
Meeting strict data protection standards for
sensitive client data.
Processing both text and voice inputs
seamlessly while preserving emotional
nuance.
Delivering personalized recommendations
across diverse user profiles.
Sustaining user engagement without
creating overwhelm or additional stress.
Meeting strict data protection standards for
sensitive client data.

5. OUR SOLUTIONSMulti-Modal Input Flexibility: We used Google ML Kit for voice-to-text conversion and natural
language processing for emotional context.
Personalized Recommendations: We built recommendation engines that analyze emotional needs
and offer tailored self-reflection prompts and coping strategies.
Automatic Content Categorization: We used advanced text classification models to create
meaningful categories (feelings, memories, dreams, goals) for pattern analysis.
Data Privacy & Security Architecture: We implemented AES-128 encryption, multi-factor
authentication, and HIPAA/GDPR compliance.
User Engagement Optimization: We developed visual progress tracking, thoughtful reminders to
sustain consistent engagement while maintaining a supportive, low-pressure environment.
We developed an AI-based mobile application with a dedicated team
responsible for:
Future Roadmap: The application is set to expand with advanced capabilities, including agentic
AI development for real-time conversational support, smartwatch integration for biometric
tracking, and gamification to sustain engagement.

6. User Adoption Rate – 85%
(within 3 months)
PROJECT OUTCOMES
User Engagement Rate –
70%
Categorization Accuracy – 95%

7. LOOKING TO DEVELOP AI-
POWERED SOLUTIONS FOR
YOUR USERS? Get in touch with us at [email protected] to
learn more about our AI/ML
Development Services.
Read the complete case study here.
Website: SunTec.ai
1968 S. Coast Hwy #499,
Laguna Beach CA 92651
Phone: [phone]